"","d","d.kind","d.src","d.win","d.mod","d.prob","d.seed","d.alt","m","m.learning_rate","m.max_iters","m.lr_decay_iters","m.min_lr","m.beta2","m.seed","iter","val/loss","val/loss/std"
0,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5934245586395264,0.012705233879387379
1,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2148234844207764,0.025546224787831306
2,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1944390535354614,0.025547239929437637
3,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.184791088104248,0.023788996040821075
4,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1793687343597412,0.024861276149749756
5,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1787915229797363,0.022639060392975807
6,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1756091117858887,0.024034563452005386
7,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1714500188827515,0.02246328815817833
8,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1684556007385254,0.022373339161276817
9,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1645030975341797,0.02238968200981617
10,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.166308879852295,0.023418845608830452
11,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1624321937561035,0.02301313728094101
12,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1617226600646973,0.023518022149801254
13,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.160981297492981,0.022405395284295082
14,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.156866431236267,0.02277117781341076
15,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1584763526916504,0.023940442129969597
16,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,0.0,3.534698486328125,0.014573361724615097
17,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,2000.0,1.3517811298370361,0.02358141914010048
18,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,2000.0,1.3508713245391846,0.025088177993893623
19,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,4000.0,1.3323487043380737,0.0229830089956522
20,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,6000.0,1.3206565380096436,0.025009529665112495
21,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,8000.0,1.3130887746810913,0.021928129717707634
22,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,10000.0,1.311933159828186,0.024773068726062775
23,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,12000.0,1.3078216314315796,0.025059238076210022
24,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,14000.0,1.304998517036438,0.023870907723903656
25,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,16000.0,1.3022667169570923,0.023608671501278877
26,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,18000.0,1.2985643148422241,0.024420877918601036
27,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,20000.0,1.2948497533798218,0.024600759148597717
28,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,22000.0,1.2946865558624268,0.022324049845337868
29,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,24000.0,1.291256070137024,0.02289460226893425
30,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,26000.0,1.2912651300430298,0.0245012566447258
31,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,28000.0,1.2883639335632324,0.02325182966887951
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33,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.593395948410034,0.012256458401679993
34,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.3540898561477661,0.025646744295954704
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36,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3182423114776611,0.026429230347275734
37,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.314086675643921,0.02462032064795494
38,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.3125358819961548,0.023063210770487785
39,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3065049648284912,0.02448977716267109
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42,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.298675298690796,0.02171088568866253
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45,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.292109489440918,0.022602614015340805
46,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1338","diagnoses","MIMIC",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.2914245128631592,0.02343614026904106
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1929,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,16000.0,1.1073262691497803,0.025975877419114113
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1931,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,20000.0,1.101919412612915,0.025893423706293106
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1935,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,28000.0,1.0975959300994873,0.025623489171266556
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1940,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1339","diagnoses","NHDS",2,"Rnd",33,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1066571474075317,0.026855824515223503
1941,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1339","diagnoses","NHDS",2,"Rnd",33,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1079509258270264,0.026215223595499992
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1943,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1339","diagnoses","NHDS",2,"Rnd",33,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.092527151107788,0.025296788662672043
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1949,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1339","diagnoses","NHDS",2,"Rnd",33,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0835859775543213,0.025250684469938278
1950,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1339","diagnoses","NHDS",2,"Rnd",33,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0835727453231812,0.026372892782092094
1951,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1339","diagnoses","NHDS",2,"Rnd",33,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.082531213760376,0.02440033294260502
1952,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1339","diagnoses","NHDS",2,"Rnd",33,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.082058072090149,0.02556506358087063
1953,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1338","diagnoses","NHDS",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.4595947265625,0.016895629465579987
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1955,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1338","diagnoses","NHDS",2,"Ord",33,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.099032998085022,0.028008826076984406
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1972,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,6000.0,1.1106641292572021,0.024553189054131508
1973,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,8000.0,1.1061103343963623,0.02551569789648056
1974,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,10000.0,1.1078487634658813,0.024855079129338264
1975,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,12000.0,1.1012959480285645,0.02549782767891884
1976,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,14000.0,1.0981881618499756,0.026004137471318245
1977,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,16000.0,1.100841999053955,0.026265643537044525
1978,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,18000.0,1.0983049869537354,0.026190135627985
1979,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,20000.0,1.094749927520752,0.02557523362338543
1980,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,22000.0,1.094801664352417,0.02592703327536583
1981,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,24000.0,1.0947002172470093,0.025225946679711342
1982,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,26000.0,1.0945265293121338,0.024917690083384514
1983,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,28000.0,1.0917658805847168,0.025741543620824814
1984,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1338","diagnoses","NHDS",2,"Rnd",66,1338,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1339",0.001,30000,30000,0.0001,0.99,1339,30000.0,1.091044306755066,0.025502825155854225
1985,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,0.0,3.4842870235443115,0.013403267599642277
1986,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,2000.0,1.0952658653259277,0.02689293771982193
1987,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,4000.0,1.079793095588684,0.027516935020685196
1988,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,6000.0,1.0751094818115234,0.026054201647639275
1989,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,8000.0,1.0688459873199463,0.023940764367580414
1990,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,10000.0,1.0637890100479126,0.02631795033812523
1991,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,12000.0,1.0638725757598877,0.024383418262004852
1992,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,14000.0,1.0602790117263794,0.025201885029673576
1993,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,16000.0,1.0592186450958252,0.02474895864725113
1994,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,18000.0,1.0550644397735596,0.023779507726430893
1995,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,20000.0,1.05232572555542,0.02486555092036724
1996,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,22000.0,1.0539147853851318,0.024713048711419106
1997,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,24000.0,1.0517977476119995,0.023864880204200745
1998,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,26000.0,1.0527697801589966,0.024989750236272812
1999,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,28000.0,1.0519495010375977,0.025960883125662804
2000,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337","diagnoses","NHDS",2,"Ord",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,30000.0,1.0505343675613403,0.02349962666630745
2001,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,0.0,3.4852278232574463,0.01303933747112751
2002,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,2000.0,1.1359022855758667,0.02670617215335369
2003,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,4000.0,1.1228506565093994,0.026656243950128555
2004,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,6000.0,1.1202858686447144,0.02539144828915596
2005,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,8000.0,1.1155651807785034,0.02587861195206642
2006,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,10000.0,1.109165072441101,0.02506995014846325
2007,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,12000.0,1.1108425855636597,0.024903511628508568
2008,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,14000.0,1.1076438426971436,0.02513120509684086
2009,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,16000.0,1.1092833280563354,0.02506071701645851
2010,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,18000.0,1.1033626794815063,0.02431638166308403
2011,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,20000.0,1.0997811555862427,0.025419512763619423
2012,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,22000.0,1.0984430313110352,0.024709906429052353
2013,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,24000.0,1.1019798517227173,0.02349359169602394
2014,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,26000.0,1.0987507104873657,0.025373144075274467
2015,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,28000.0,1.0986504554748535,0.025583334267139435
2016,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,30000.0,1.0984110832214355,0.024306127801537514
2017,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,0.0,3.4844493865966797,0.013372290879487991
2018,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,2000.0,1.0975158214569092,0.027223750948905945
2019,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,4000.0,1.0809334516525269,0.02686074562370777
2020,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,6000.0,1.0774842500686646,0.02607516199350357
2021,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,8000.0,1.0723756551742554,0.024908119812607765
2022,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,10000.0,1.0649248361587524,0.025831149891018867
2023,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,12000.0,1.0642056465148926,0.024425534531474113
2024,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,14000.0,1.0620909929275513,0.024122880771756172
2025,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,16000.0,1.0607359409332275,0.02541482076048851
2026,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,18000.0,1.0571553707122803,0.023927755653858185
2027,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,20000.0,1.0548803806304932,0.024934114888310432
2028,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1339","diagnoses","NHDS",2,"Ord",66,1339,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1338",0.001,30000,30000,0.0001,0.99,1338,22000.0,1.0568764209747314,0.024558773264288902
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2190,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.897982120513916,0.022512873634696007
2191,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8955321907997131,0.023356735706329346
2192,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.8938940167427063,0.022937975823879242
2193,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.8934809565544128,0.02240055426955223
2194,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.8918878436088562,0.02207258529961109
2195,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.8912691473960876,0.023874403908848763
2196,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.891038715839386,0.02244032546877861
2197,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.8891745805740356,0.021204732358455658
2198,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.665421724319458,0.00994924083352089
2199,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.0062856674194336,0.024187663570046425
2200,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.980680525302887,0.023273222148418427
2201,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.9725187420845032,0.02324499934911728
2202,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.9641846418380737,0.021418774500489235
2203,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.9578633904457092,0.02332364395260811
2204,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.9565761089324951,0.022968007251620293
2205,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.9510419368743896,0.024096891283988953
2206,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.9502899646759033,0.022836824879050255
2207,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.9454957246780396,0.021308867260813713
2208,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.9438537359237671,0.022385139018297195
2209,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.9432180523872375,0.021827315911650658
2210,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.940734326839447,0.020116889849305153
2211,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.9384558200836182,0.021425042301416397
2212,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.9379115104675293,0.021789900958538055
2213,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.9341627359390259,0.021736348047852516
2214,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6161937713623047,0.008493086323142052
2215,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.0900758504867554,0.02262144163250923
2216,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.0652668476104736,0.02401137165725231
2217,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.0578750371932983,0.024812383577227592
2218,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0549328327178955,0.023796379566192627
2219,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0483461618423462,0.023023391142487526
2220,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0441383123397827,0.02483004704117775
2221,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0432324409484863,0.023239631205797195
2222,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0379002094268799,0.02401750348508358
2223,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.036008358001709,0.024548087269067764
2224,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0333555936813354,0.023187320679426193
2225,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0288617610931396,0.02244933322072029
2226,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0276844501495361,0.02184680849313736
2227,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0262267589569092,0.021309133619070053
2228,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.026271939277649,0.02318199723958969
2229,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0225001573562622,0.022033561021089554
2230,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6162285804748535,0.008744179271161556
2231,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9965565800666809,0.023306554183363914
2232,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.9731596112251282,0.02245217189192772
2233,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.9664850831031799,0.024112729355692863
2234,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.9629321694374084,0.022962629795074463
2235,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.9566870331764221,0.022425949573516846
2236,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.9540091753005981,0.023389732465147972
2237,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.9511467218399048,0.022185208275914192
2238,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.9465373754501343,0.02257321961224079
2239,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.9465795755386353,0.022808948531746864
2240,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.9431385397911072,0.02199314534664154
2241,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.9379397034645081,0.021658984944224358
2242,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.9376225471496582,0.02173330821096897
2243,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.934898853302002,0.020081093534827232
2244,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.9349647760391235,0.02079223096370697
2245,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.9334605932235718,0.020796047523617744
2246,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5480849742889404,0.008982903324067593
2247,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.8577042818069458,0.025924433022737503
2248,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.8343477845191956,0.023079723119735718
2249,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.8288503289222717,0.024040697142481804
2250,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.8285409212112427,0.022209199145436287
2251,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.8216884732246399,0.022229472175240517
2252,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.8185268640518188,0.02370176464319229
2253,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.8168657422065735,0.022582825273275375
2254,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.8141918778419495,0.02192668803036213
2255,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8103415369987488,0.022189371287822723
2256,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.8093188405036926,0.021681858226656914
2257,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.8079956769943237,0.021624267101287842
2258,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.8075719475746155,0.023367397487163544
2259,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.806657075881958,0.022620415315032005
2260,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.8036361336708069,0.022486798465251923
2261,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.8028572201728821,0.020838892087340355
2262,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.664369583129883,0.010357207618653774
2263,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1366981267929077,0.023537054657936096
2264,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1084990501403809,0.02292826399207115
2265,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1009809970855713,0.024314021691679955
2266,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0904467105865479,0.02073054388165474
2267,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0856167078018188,0.024149391800165176
2268,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0827890634536743,0.02350870706140995
2269,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0753895044326782,0.024696536362171173
2270,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0748252868652344,0.022533930838108063
2271,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.0702853202819824,0.022851448506116867
2272,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0714354515075684,0.02426639012992382
2273,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.067966103553772,0.023030957207083702
2274,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0641043186187744,0.0217466801404953
2275,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0650984048843384,0.023273086175322533
2276,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0625767707824707,0.023198731243610382
2277,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.059901237487793,0.023012671619653702
2278,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6649246215820312,0.010407325811684132
2279,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.0922480821609497,0.024933671578764915
2280,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.0634418725967407,0.023806553333997726
2281,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.0570354461669922,0.024599822238087654
2282,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0472652912139893,0.021741248667240143
2283,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0405579805374146,0.023891057819128036
2284,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.040632963180542,0.023545080795884132
2285,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.032804012298584,0.02504529058933258
2286,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0316027402877808,0.022397002205252647
2287,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.0262616872787476,0.021982265636324883
2288,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0262880325317383,0.0240351390093565
2289,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0243175029754639,0.022563135251402855
2290,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0206049680709839,0.02130787819623947
2291,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.020094633102417,0.02278577722609043
2292,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0192809104919434,0.022752825170755386
2293,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0155084133148193,0.02321307733654976
2294,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6159303188323975,0.008549516089260578
2295,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.137566328048706,0.023745952174067497
2296,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1113979816436768,0.0226763803511858
2297,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.102128505706787,0.022263826802372932
2298,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.095676302909851,0.023010900244116783
2299,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0900617837905884,0.022589201107621193
2300,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.086696743965149,0.023614009842276573
2301,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0831923484802246,0.02338463068008423
2302,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0799560546875,0.02279849909245968
2303,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.0777184963226318,0.023866066709160805
2304,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.075009822845459,0.02266983687877655
2305,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.070151925086975,0.02262197621166706
2306,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0705960988998413,0.02172289788722992
2307,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0688542127609253,0.02178625948727131
2308,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0678969621658325,0.02336333878338337
2309,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.063623309135437,0.021719999611377716
2310,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6645328998565674,0.01038807351142168
2311,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1786108016967773,0.023261260241270065
2312,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.158028483390808,0.022050533443689346
2313,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1541965007781982,0.02246108464896679
2314,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1489677429199219,0.021367179229855537
2315,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1431103944778442,0.022336864843964577
2316,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.140209674835205,0.022183170542120934
2317,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1352711915969849,0.022926300764083862
2318,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1337080001831055,0.020472129806876183
2319,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1321420669555664,0.0218221265822649
2320,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1316660642623901,0.022373182699084282
2321,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1299539804458618,0.022411415353417397
2322,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1262871026992798,0.021836910396814346
2323,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1278958320617676,0.021891163662075996
2324,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1240663528442383,0.020575515925884247
2325,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1233417987823486,0.021077901124954224
2326,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6154932975769043,0.008599626831710339
2327,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1503913402557373,0.023961415514349937
2328,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1216912269592285,0.023665575310587883
2329,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1097923517227173,0.02258117124438286
2330,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1010504961013794,0.022776849567890167
2331,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.096876621246338,0.02205403335392475
2332,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0937632322311401,0.023898232728242874
2333,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0913621187210083,0.02197185717523098
2334,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0893893241882324,0.022605789825320244
2335,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.085188865661621,0.022800644859671593
2336,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0822358131408691,0.023260999470949173
2337,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0782790184020996,0.022405734285712242
2338,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0788710117340088,0.022079210728406906
2339,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0770000219345093,0.022232744842767715
2340,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0760488510131836,0.02342872880399227
2341,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0727900266647339,0.02266889065504074
2342,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6165926456451416,0.008217048831284046
2343,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1722691059112549,0.021334512159228325
2344,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.155263066291809,0.021096451207995415
2345,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1516239643096924,0.021857567131519318
2346,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1456782817840576,0.021189406514167786
2347,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1432154178619385,0.02162970043718815
2348,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.139630913734436,0.02207956276834011
2349,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1365286111831665,0.021386049687862396
2350,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1338927745819092,0.021865252405405045
2351,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.132240653038025,0.021237505599856377
2352,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1295746564865112,0.02172001637518406
2353,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1271488666534424,0.021899349987506866
2354,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1275179386138916,0.020632971078157425
2355,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1255745887756348,0.01989201083779335
2356,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1253256797790527,0.02055095136165619
2357,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.122378945350647,0.020288942381739616
2358,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.616548538208008,0.008331886492669582
2359,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1756154298782349,0.02081443928182125
2360,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1590452194213867,0.021480750292539597
2361,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1584970951080322,0.02281319350004196
2362,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1516326665878296,0.021252714097499847
2363,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1496554613113403,0.02157803624868393
2364,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.148610234260559,0.02180071361362934
2365,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1451916694641113,0.020241566002368927
2366,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1429288387298584,0.0213072020560503
2367,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1405678987503052,0.02195679396390915
2368,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1391139030456543,0.02095462754368782
2369,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1374096870422363,0.02142297849059105
2370,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.13679039478302,0.02063237875699997
2371,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.134487271308899,0.020855728536844254
2372,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1338613033294678,0.019395187497138977
2373,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1337016820907593,0.020121175795793533
2374,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.546177387237549,0.009004069492220879
2375,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9319690465927124,0.026639290153980255
2376,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.9091933965682983,0.023219946771860123
2377,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.9107773900032043,0.024130916222929955
2378,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.9037338495254517,0.02343105897307396
2379,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.9023087620735168,0.02233629859983921
2380,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.8991959095001221,0.023221949115395546
2381,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.8989281058311462,0.02393518015742302
2382,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.8937922716140747,0.02325364761054516
2383,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8902211785316467,0.023280546069145203
2384,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.8897542953491211,0.023159807547926903
2385,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.8895560503005981,0.02223294973373413
2386,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.887785792350769,0.022772468626499176
2387,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.8866629004478455,0.02315552346408367
2388,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.8856637477874756,0.022260194644331932
2389,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.8852637410163879,0.02060355618596077
2390,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5471155643463135,0.008777865208685398
2391,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9169196486473083,0.026927359402179718
2392,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.8942643404006958,0.02329971082508564
2393,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.8881421685218811,0.023768510669469833
2394,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.8846824765205383,0.022727256640791893
2395,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.8811197876930237,0.02194955199956894
2396,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.8774713277816772,0.02349618822336197
2397,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.8749681711196899,0.024117210879921913
2398,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.8715126514434814,0.02325991913676262
2399,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8676362037658691,0.022506948560476303
2400,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.8663544654846191,0.022768469527363777
2401,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.866872251033783,0.022412240505218506
2402,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.86359041929245,0.02253423072397709
2403,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.8632417917251587,0.023566480726003647
2404,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.8626291751861572,0.02221842296421528
2405,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.8617742657661438,0.021398108452558517
2406,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.547374725341797,0.008740102872252464
2407,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.902876079082489,0.026543505489826202
2408,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.8746981024742126,0.024196406826376915
2409,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.8697561025619507,0.023775143548846245
2410,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.8670148849487305,0.02298131212592125
2411,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.8627852201461792,0.022367412224411964
2412,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.8604068756103516,0.02344612404704094
2413,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.8574767112731934,0.023077169433236122
2414,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.854724645614624,0.023726871237158775
2415,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8497182130813599,0.022725645452737808
2416,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.849334716796875,0.022672276943922043
2417,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.8491272926330566,0.021782729774713516
2418,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.8472362756729126,0.023364216089248657
2419,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.8464731574058533,0.02307402342557907
2420,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.843856930732727,0.0228364747017622
2421,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.843710720539093,0.02133202739059925
2422,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.664069890975952,0.010244376957416534
2423,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1682753562927246,0.023126177489757538
2424,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1453776359558105,0.022243551909923553
2425,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1363768577575684,0.02372686378657818
2426,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.132434606552124,0.021342989057302475
2427,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.12441885471344,0.023372061550617218
2428,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1221030950546265,0.022641496732831
2429,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.11674165725708,0.024228861555457115
2430,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1160603761672974,0.021921107545495033
2431,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1136019229888916,0.022529538720846176
2432,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1132359504699707,0.02366390824317932
2433,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1114869117736816,0.02275588922202587
2434,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1071585416793823,0.02192034013569355
2435,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1091303825378418,0.02331124059855938
2436,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1060106754302979,0.021696049720048904
2437,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1042906045913696,0.022187024354934692
2438,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6639909744262695,0.01047433540225029
2439,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1536816358566284,0.02413172274827957
2440,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1203848123550415,0.02383011020720005
2441,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1090419292449951,0.02412978559732437
2442,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.101385474205017,0.021672287955880165
2443,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0968234539031982,0.023671355098485947
2444,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.094605565071106,0.02360369637608528
2445,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0878757238388062,0.02468211017549038
2446,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0850744247436523,0.02200678363442421
2447,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.081736445426941,0.022533448413014412
2448,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.08307945728302,0.025415761396288872
2449,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0792558193206787,0.023663794621825218
2450,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0759763717651367,0.02291552722454071
2451,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0776851177215576,0.02322777919471264
2452,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.074157476425171,0.022745084017515182
2453,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0732269287109375,0.022591983899474144
2454,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6159780025482178,0.008401324041187763
2455,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1661529541015625,0.022414041683077812
2456,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.14566969871521,0.021976038813591003
2457,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.13652765750885,0.021708529442548752
2458,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1285436153411865,0.021508313715457916
2459,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1265157461166382,0.022027645260095596
2460,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1220479011535645,0.022498004138469696
2461,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1193263530731201,0.022155635058879852
2462,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1175377368927002,0.022632695734500885
2463,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1140083074569702,0.021812811493873596
2464,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1107088327407837,0.022258548066020012
2465,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1082199811935425,0.022901510819792747
2466,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1086286306381226,0.021139543503522873
2467,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1066877841949463,0.021501004695892334
2468,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1060473918914795,0.02229340746998787
2469,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.101934552192688,0.021596070379018784
2470,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6642210483551025,0.010099192149937153
2471,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.184958577156067,0.02392859384417534
2472,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1658598184585571,0.02197074517607689
2473,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1606004238128662,0.021608000621199608
2474,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1544432640075684,0.021538302302360535
2475,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1489044427871704,0.02184338867664337
2476,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1481820344924927,0.021560028195381165
2477,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1428706645965576,0.021993491798639297
2478,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.141936182975769,0.020879032090306282
2479,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1413978338241577,0.021415866911411285
2480,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.139297366142273,0.022158242762088776
2481,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1399635076522827,0.02122250758111477
2482,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1351447105407715,0.021348820999264717
2483,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1368844509124756,0.02174583077430725
2484,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1338704824447632,0.022180521860718727
2485,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1328364610671997,0.020512772724032402
2486,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.546419382095337,0.008680347353219986
2487,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9193567633628845,0.026448555290699005
2488,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.896236777305603,0.02353532612323761
2489,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.8885377049446106,0.0241252388805151
2490,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.8842922449111938,0.02300257794559002
2491,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.8820595741271973,0.022253327071666718
2492,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.8778315782546997,0.02376210130751133
2493,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.8756377100944519,0.024438688531517982
2494,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.8725519776344299,0.02346915565431118
2495,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8691234588623047,0.02308621071279049
2496,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.867245078086853,0.022962132468819618
2497,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.8666080832481384,0.02259279042482376
2498,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.864587664604187,0.02283664047718048
2499,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.8631605505943298,0.02302800863981247
2500,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.8631114959716797,0.021831611171364784
2501,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.8622661828994751,0.02154727280139923
2502,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.546504259109497,0.008884246461093426
2503,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9270823001861572,0.02708885818719864
2504,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.9054468274116516,0.023900635540485382
2505,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.9028252363204956,0.023983286693692207
2506,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.8949639797210693,0.02306349202990532
2507,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.8943219184875488,0.022136639803647995
2508,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.890879213809967,0.02408885583281517
2509,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.8890138864517212,0.02418568730354309
2510,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.8865001201629639,0.023290347307920456
2511,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8824052810668945,0.023084893822669983
2512,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.8809220194816589,0.02329537644982338
2513,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.8810210227966309,0.023049451410770416
2514,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.8787479996681213,0.022376570850610733
2515,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.546504259109497,0.008884246461093426
2516,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9270823001861572,0.02708885818719864
2517,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.9054468274116516,0.023900635540485382
2518,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.9028252363204956,0.023983286693692207
2519,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.8949639797210693,0.02306349202990532
2520,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.8943219184875488,0.022136639803647995
2521,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.890879213809967,0.02408885583281517
2522,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.8890138864517212,0.02418568730354309
2523,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.8865001201629639,0.023290347307920456
2524,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8824052810668945,0.023084893822669983
2525,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.8809220194816589,0.02329537644982338
2526,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.8810210227966309,0.023049451410770416
2527,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.8787479996681213,0.022376570850610733
2528,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.878075122833252,0.023798422887921333
2529,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.8775814771652222,0.021975014358758926
2530,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.8765456676483154,0.02138742245733738
2531,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.4597530364990234,0.016247158870100975
2532,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1342964172363281,0.027043374255299568
2533,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.122580885887146,0.0275101438164711
2534,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1207270622253418,0.027391720563173294
2535,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1196712255477905,0.02553158812224865
2536,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1129361391067505,0.024624615907669067
2537,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1077802181243896,0.02511434815824032
2538,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.108075737953186,0.026357293128967285
2539,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1032838821411133,0.026173004880547523
2540,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1030508279800415,0.026110438629984856
2541,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0986173152923584,0.024754079058766365
2542,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0974173545837402,0.024624397978186607
2543,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0985984802246094,0.02600187622010708
2544,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0989840030670166,0.026580924168229103
2545,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.098471999168396,0.024504803121089935
2546,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0979887247085571,0.02578381448984146
2547,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6196906566619873,0.009332612156867981
2548,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2095577716827393,0.02371222898364067
2549,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1883835792541504,0.025679759681224823
2550,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1783902645111084,0.02524356171488762
2551,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1750271320343018,0.02234017476439476
2552,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1703726053237915,0.02293296530842781
2553,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1678653955459595,0.0243007130920887
2554,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1654951572418213,0.023154690861701965
2555,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1655972003936768,0.022113477811217308
2556,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1610180139541626,0.023193221539258957
2557,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6196906566619873,0.009332612156867981
2558,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2095577716827393,0.02371222898364067
2559,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1883835792541504,0.025679759681224823
2560,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1783902645111084,0.02524356171488762
2561,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1750271320343018,0.02234017476439476
2562,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1703726053237915,0.02293296530842781
2563,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1678653955459595,0.0243007130920887
2564,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1654951572418213,0.023154690861701965
2565,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1655972003936768,0.022113477811217308
2566,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1610180139541626,0.023193221539258957
2567,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1579865217208862,0.022579574957489967
2568,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1588263511657715,0.024211760610342026
2569,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1546614170074463,0.02410312183201313
2570,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.156349778175354,0.023085206747055054
2571,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1525835990905762,0.023994099348783493
2572,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1530818939208984,0.023650741204619408
2573,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.593402624130249,0.012662745080888271
2574,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.3073015213012695,0.026273423805832863
2575,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.2864035367965698,0.026599673554301262
2576,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.276724100112915,0.025527246296405792
2577,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.2709416151046753,0.026161285117268562
2578,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.2699600458145142,0.023314159363508224
2579,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.2659101486206055,0.02470162697136402
2580,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.262263298034668,0.023268606513738632
2581,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.2604560852050781,0.023671871051192284
2582,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.2581177949905396,0.022013766691088676
2583,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.2563034296035767,0.023790759965777397
2584,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.253528118133545,0.023134123533964157
2585,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.252511978149414,0.024448558688163757
2586,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.2520376443862915,0.02371661178767681
2587,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.2481067180633545,0.02442888543009758
2588,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.248363971710205,0.024485934525728226
2589,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5933072566986084,0.012794247828423977
2590,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2167749404907227,0.025203056633472443
2591,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.194948673248291,0.025498848408460617
2592,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.186474084854126,0.02371538057923317
2593,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1789493560791016,0.02436329983174801
2594,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1792645454406738,0.022632766515016556
2595,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1750578880310059,0.024135814979672432
2596,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.171226143836975,0.022433528676629066
2597,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1686149835586548,0.02238450199365616
2598,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1659694910049438,0.022612599655985832
2599,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1662404537200928,0.023483386263251305
2600,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1628894805908203,0.023157689720392227
2601,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.16213858127594,0.023378616198897362
2602,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1617707014083862,0.022306479513645172
2603,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1574686765670776,0.022860243916511536
2604,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1581206321716309,0.02405700460076332
2605,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.461604356765747,0.01693897880613804
2606,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.0543397665023804,0.026530874893069267
2607,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.0425459146499634,0.026956139132380486
2608,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.0356321334838867,0.024556294083595276
2609,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.033382773399353,0.02361656352877617
2610,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.028177261352539,0.02402985841035843
2611,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0204628705978394,0.022995928302407265
2612,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0177830457687378,0.024739833548665047
2613,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0190579891204834,0.024552011862397194
2614,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.0167059898376465,0.024152597412467003
2615,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0111961364746094,0.02358720637857914
2616,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.010668158531189,0.02339087799191475
2617,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0120785236358643,0.023546962067484856
2618,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0108975172042847,0.02498018369078636
2619,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0086766481399536,0.02342763915657997
2620,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0090885162353516,0.024323495104908943
2621,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6188783645629883,0.009796070866286755
2622,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.3383277654647827,0.024872329086065292
2623,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.3166033029556274,0.02586272358894348
2624,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3060319423675537,0.024259444326162338
2625,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.301520824432373,0.02450423315167427
2626,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.2984894514083862,0.02369322068989277
2627,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.2941696643829346,0.024772511795163155
2628,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.2923192977905273,0.025035278871655464
2629,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.2881299257278442,0.023592600598931313
2630,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.2862155437469482,0.024005599319934845
2631,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.2803733348846436,0.024341946467757225
2632,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.2817221879959106,0.023520322516560555
2633,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.2776391506195068,0.023761624470353127
2634,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.2780591249465942,0.024180836975574493
2635,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.2769004106521606,0.02293023280799389
2636,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.2763062715530396,0.024256151169538498
2637,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.619380235671997,0.009436899796128273
2638,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2924177646636963,0.025568803772330284
2639,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.2708474397659302,0.0251175370067358
2640,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.2607144117355347,0.0248203556984663
2641,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.2578874826431274,0.024057062342762947
2642,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.2524312734603882,0.023615073412656784
2643,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.249388575553894,0.024177702143788338
2644,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.2476950883865356,0.0239146389067173
2645,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.2470556497573853,0.024070361629128456
2646,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.242105484008789,0.023235296830534935
2647,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.2388019561767578,0.023810377344489098
2648,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.2395927906036377,0.02422994188964367
2649,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.2366684675216675,0.024240776896476746
2650,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.2367926836013794,0.024591898545622826
2651,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.2352749109268188,0.024185646325349808
2652,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.2358981370925903,0.0246223546564579
2653,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5940282344818115,0.01252147275954485
2654,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.3528693914413452,0.026513367891311646
2655,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.332406997680664,0.024724723771214485
2656,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3201357126235962,0.025633130222558975
2657,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.3141289949417114,0.024896584451198578
2658,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.3112846612930298,0.02335590124130249
2659,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3074886798858643,0.024048276245594025
2660,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.3041726350784302,0.02277798391878605
2661,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3024005889892578,0.024225616827607155
2662,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3006705045700073,0.02303490974009037
2663,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.2992900609970093,0.022273780778050423
2664,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.2953596115112305,0.022466687485575676
2665,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.2926770448684692,0.023756112903356552
2666,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.2919633388519287,0.023575879633426666
2667,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.2903603315353394,0.02385890670120716
2668,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.290101170539856,0.02342362329363823
2669,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.618109703063965,0.009426930919289589
2670,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.389599323272705,0.02320871688425541
2671,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.3735675811767578,0.023876694962382317
2672,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.365324854850769,0.02212127111852169
2673,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.3630706071853638,0.023427551612257957
2674,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.3592392206192017,0.022748243063688278
2675,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3564426898956299,0.02363758347928524
2676,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.3538848161697388,0.02299271523952484
2677,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3499326705932617,0.0224209725856781
2678,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3498326539993286,0.023192739114165306
2679,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3465991020202637,0.0219257902354002
2680,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.3490413427352905,0.02323697879910469
2681,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.3450382947921753,0.02137610875070095
2682,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3450841903686523,0.023084038868546486
2683,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3445024490356445,0.022191563621163368
2684,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.3449548482894897,0.022550182417035103
2685,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.593891143798828,0.012342872098088264
2686,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.3649836778640747,0.02549632452428341
2687,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.3420228958129883,0.02485133334994316
2688,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3296098709106445,0.026704492047429085
2689,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.3254033327102661,0.0253183301538229
2690,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.320792317390442,0.02381177619099617
2691,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3152966499328613,0.023293660953640938
2692,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.313576340675354,0.0231038685888052
2693,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3133443593978882,0.02476922981441021
2694,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3087682723999023,0.024135442450642586
2695,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3067348003387451,0.023455927148461342
2696,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.304296851158142,0.02227323316037655
2697,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.30251145362854,0.023250780999660492
2698,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3002054691314697,0.02312098629772663
2699,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.2992806434631348,0.02421599067747593
2700,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.2986804246902466,0.023452747613191605
2701,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.592876434326172,0.012766961939632893
2702,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4013785123825073,0.0242265947163105
2703,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.385696530342102,0.022515498101711273
2704,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3756508827209473,0.024020859971642494
2705,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.3709717988967896,0.02302810177206993
2706,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.367903232574463,0.02140851877629757
2707,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3665492534637451,0.021703654900193214
2708,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.362235188484192,0.02260379120707512
2709,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3618777990341187,0.022749222815036774
2710,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3589563369750977,0.021937211975455284
2711,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.357736587524414,0.02210366167128086
2712,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.3546255826950073,0.022060835734009743
2713,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.3542853593826294,0.021832052618265152
2714,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3529807329177856,0.021674465388059616
2715,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3526889085769653,0.021694665774703026
2716,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.3507206439971924,0.022369490936398506
2717,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.592613458633423,0.012513638474047184
2718,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4048470258712769,0.02384873665869236
2719,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.3901277780532837,0.022813258692622185
2720,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3824421167373657,0.02239094115793705
2721,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.3796757459640503,0.022803952917456627
2722,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.3762128353118896,0.021183889359235764
2723,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3753013610839844,0.02115621604025364
2724,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.3712266683578491,0.02137807011604309
2725,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3718760013580322,0.02150857076048851
2726,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3679633140563965,0.02215939573943615
2727,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3684052228927612,0.021544240415096283
2728,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.3662922382354736,0.020653437823057175
2729,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.3649388551712036,0.021378912031650543
2730,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3641692399978638,0.021322866901755333
2731,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3634498119354248,0.02089729905128479
2732,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.362247347831726,0.02199077047407627
2733,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.4601285457611084,0.016374872997403145
2734,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1331193447113037,0.027739644050598145
2735,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1210931539535522,0.027704356238245964
2736,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1158331632614136,0.027179822325706482
2737,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1156376600265503,0.024995267391204834
2738,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1074366569519043,0.024823596701025963
2739,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1008659601211548,0.0249788761138916
2740,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1027799844741821,0.025778040289878845
2741,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0996763706207275,0.026542192324995995
2742,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.098611831665039,0.026743460446596146
2743,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0946732759475708,0.02446780726313591
2744,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.092748999595642,0.024396389722824097
2745,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0934749841690063,0.025656741112470627
2746,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.093995213508606,0.026200708001852036
2747,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0934885740280151,0.02476499043405056
2748,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.093595027923584,0.026331258937716484
2749,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.4607505798339844,0.01692136935889721
2750,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1113296747207642,0.026813503354787827
2751,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.0976759195327759,0.027903221547603607
2752,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.0902260541915894,0.026234444230794907
2753,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0900014638900757,0.025791222229599953
2754,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0840319395065308,0.025398854166269302
2755,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.076900601387024,0.024738328531384468
2756,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.075393557548523,0.0261937715113163
2757,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.07473886013031,0.026170402765274048
2758,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.073475956916809,0.026913315057754517
2759,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0681289434432983,0.024787982925772667
2760,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0685702562332153,0.0242694690823555
2761,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0668740272521973,0.025089386850595474
2762,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0676206350326538,0.025475187227129936
2763,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0663813352584839,0.025263285264372826
2764,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0665128231048584,0.025686165317893028
2765,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.4610302448272705,0.016981074586510658
2766,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.0952284336090088,0.026665372774004936
2767,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.0807548761367798,0.027770912274718285
2768,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.0747089385986328,0.025844302028417587
2769,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0740121603012085,0.024537937715649605
2770,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0669143199920654,0.02545689418911934
2771,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.059619665145874,0.024175213649868965
2772,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0593327283859253,0.026021916419267654
2773,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.058842420578003,0.026400333270430565
2774,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.0553867816925049,0.02594367228448391
2775,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0528481006622314,0.02456808090209961
2776,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0504666566848755,0.024776101112365723
2777,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0515748262405396,0.024834707379341125
2778,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0509860515594482,0.025295639410614967
2779,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0498378276824951,0.02506972849369049
2780,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0487791299819946,0.025836458429694176
2781,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6182074546813965,0.009497631341218948
2782,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.3761528730392456,0.02421937696635723
2783,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.3594387769699097,0.02562112733721733
2784,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3485734462738037,0.02352885529398918
2785,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.3445566892623901,0.0246112160384655
2786,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.3395966291427612,0.02310665138065815
2787,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3380482196807861,0.024535050615668297
2788,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.334647536277771,0.02439182996749878
2789,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3334423303604126,0.023024652153253555
2790,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3310354948043823,0.024118764325976372
2791,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3270306587219238,0.024206124246120453
2792,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.329390525817871,0.022849028930068016
2793,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.3262205123901367,0.022240042686462402
2794,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3246289491653442,0.02376888133585453
2795,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3250715732574463,0.02271459996700287
2796,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.3246874809265137,0.022931303828954697
2797,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6184816360473633,0.009452245198190212
2798,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.3562201261520386,0.024389982223510742
2799,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.3316172361373901,0.026384461671113968
2800,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3185147047042847,0.024038266390562057
2801,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.313554048538208,0.025227747857570648
2802,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.3084659576416016,0.02389935590326786
2803,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.309798002243042,0.024568216875195503
2804,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.3014626502990723,0.025545595213770866
2805,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3007937669754028,0.023456614464521408
2806,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3003623485565186,0.024812882766127586
2807,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.29538893699646,0.02380613051354885
2808,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.2951210737228394,0.023166023194789886
2809,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.2927062511444092,0.02388722263276577
2810,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.2930794954299927,0.024416116997599602
2811,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.291541576385498,0.023853713646531105
2812,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.291063666343689,0.023523595184087753
2813,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5936007499694824,0.012719575315713882
2814,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.3868962526321411,0.025486299768090248
2815,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.3695642948150635,0.023972205817699432
2816,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3579634428024292,0.024884816259145737
2817,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.354332447052002,0.023410027846693993
2818,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.3488504886627197,0.02229020558297634
2819,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3458242416381836,0.02284906804561615
2820,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.340942621231079,0.022043172270059586
2821,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.34221351146698,0.02274169586598873
2822,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3385672569274902,0.023226458579301834
2823,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3376232385635376,0.021879656240344048
2824,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.335127592086792,0.023035196587443352
2825,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.3332936763763428,0.02301272749900818
2826,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3311256170272827,0.02209133468568325
2827,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3317495584487915,0.022212661802768707
2828,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.3309000730514526,0.022474097087979317
2829,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.617556095123291,0.009210211224853992
2830,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.3968400955200195,0.022817883640527725
2831,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.3768699169158936,0.02397279627621174
2832,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3735344409942627,0.021845193579792976
2833,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.3685622215270996,0.022573072463274002
2834,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.3672902584075928,0.022081593051552773
2835,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3644107580184937,0.023745885118842125
2836,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.3641325235366821,0.021704349666833878
2837,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3593517541885376,0.022059636190533638
2838,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3593496084213257,0.02346375398337841
2839,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3557751178741455,0.021529680117964745
2840,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.3590155839920044,0.02257738634943962
2841,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.3544588088989258,0.02067761868238449
2842,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.353851079940796,0.02223919704556465
2843,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3542786836624146,0.02138620801270008
2844,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.3549894094467163,0.02308320812880993
2845,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.4603121280670166,0.01700759492814541
2846,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1125441789627075,0.02750755473971367
2847,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.0981380939483643,0.028299961239099503
2848,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.0909887552261353,0.025988252833485603
2849,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0906057357788086,0.02547307498753071
2850,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.084911584854126,0.024658186361193657
2851,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0771962404251099,0.024938905611634254
2852,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0751756429672241,0.026510078459978104
2853,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.074720859527588,0.026020152494311333
2854,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.073215126991272,0.02632310427725315
2855,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0700838565826416,0.02546166256070137
2856,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0685285329818726,0.024177994579076767
2857,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0675007104873657,0.02524181827902794
2858,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.067765474319458,0.025926873087882996
2859,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0667598247528076,0.024554869160056114
2860,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0665189027786255,0.0252082422375679
2861,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.4601283073425293,0.016581153497099876
2862,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1233868598937988,0.027321627363562584
2863,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.111191749572754,0.02763170376420021
2864,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1065808534622192,0.026664169505238533
2865,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1046124696731567,0.02496713027358055
2866,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0996661186218262,0.02484796941280365
2867,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.092559576034546,0.02506864070892334
2868,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0907498598098755,0.026244565844535828
2869,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.090329647064209,0.02587677165865898
2870,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.088464379310608,0.027338912710547447
2871,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.085079550743103,0.023906713351607323
2872,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0834391117095947,0.02422572299838066
2873,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0839322805404663,0.025722598657011986
2874,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.08289635181427,0.02518002688884735
2875,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.082479476928711,0.024473803117871284
2876,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0823969841003418,0.025874309241771698
2877,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.557521343231201,0.013563312590122223
2878,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.172750473022461,0.025697534903883934
2879,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1572407484054565,0.02250337228178978
2880,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1498976945877075,0.023866111412644386
2881,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1454672813415527,0.022445140406489372
2882,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1371289491653442,0.022326204925775528
2883,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1433675289154053,0.022135544568300247
2884,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1352072954177856,0.022545848041772842
2885,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1366746425628662,0.021654827520251274
2886,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.134982705116272,0.022270342335104942
2887,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1295889616012573,0.0225007776170969
2888,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1331065893173218,0.021303409710526466
2889,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1282440423965454,0.021886978298425674
2890,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1273947954177856,0.020155370235443115
2891,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1260673999786377,0.02223307266831398
2892,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.126942753791809,0.021409865468740463
2893,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.56140398979187,0.014629477635025978
2894,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2354341745376587,0.024964258074760437
2895,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.2163028717041016,0.023015892133116722
2896,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.2097114324569702,0.02436772733926773
2897,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.2044274806976318,0.02297728694975376
2898,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.199284553527832,0.022783832624554634
2899,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.2050201892852783,0.02192855067551136
2900,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.19873046875,0.023483900353312492
2901,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1979997158050537,0.023104190826416016
2902,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1980211734771729,0.022583385929465294
2903,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.190460205078125,0.022991983219981194
2904,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.192540168762207,0.02102012000977993
2905,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1884733438491821,0.022253409028053284
2906,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1888253688812256,0.02140106074512005
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2908,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1883400678634644,0.02173588052392006
2909,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.560121536254883,0.014254065230488777
2910,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.221489429473877,0.024787507951259613
2911,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.2040168046951294,0.022621585056185722
2912,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1962641477584839,0.025430036708712578
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2914,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1878185272216797,0.02263749949634075
2915,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1942713260650635,0.022375930100679398
2916,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1865566968917847,0.023295942693948746
2917,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1885532140731812,0.02382640726864338
2918,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1858468055725098,0.022188764065504074
2919,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1781480312347412,0.02333277091383934
2920,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1811907291412354,0.02134248986840248
2921,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1769635677337646,0.022465186193585396
2922,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1771997213363647,0.02162245102226734
2923,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1761722564697266,0.023226294666528702
2924,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1749777793884277,0.021831616759300232
2925,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6640267372131348,0.008049550466239452
2926,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.451305866241455,0.022907687351107597
2927,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.4333637952804565,0.020528340712189674
2928,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.4268289804458618,0.019799580797553062
2929,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.4251010417938232,0.01849154755473137
2930,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.4217880964279175,0.01928429678082466
2931,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.4199422597885132,0.01943076401948929
2932,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.4174294471740723,0.019525784999132156
2933,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.4164766073226929,0.0204850435256958
2934,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.413711667060852,0.018901217728853226
2935,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.412925362586975,0.020227694883942604
2936,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.411487340927124,0.018917113542556763
2937,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.4073197841644287,0.02036084234714508
2938,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.4082704782485962,0.020074477419257164
2939,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.4076002836227417,0.019913725554943085
2940,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.4074968099594116,0.019333980977535248
2941,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6627259254455566,0.007789563853293657
2942,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.381185531616211,0.02165142633020878
2943,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.361993432044983,0.02024359069764614
2944,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3532265424728394,0.021187027916312218
2945,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.3503892421722412,0.02095923200249672
2946,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.3461554050445557,0.02124590054154396
2947,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3439021110534668,0.019540201872587204
2948,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.3432458639144897,0.020138343796133995
2949,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3380836248397827,0.019987691193819046
2950,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3372832536697388,0.019965536892414093
2951,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3347593545913696,0.019578177481889725
2952,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.3356037139892578,0.021747829392552376
2953,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.333183765411377,0.019955040886998177
2954,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3325326442718506,0.019110586494207382
2955,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3304704427719116,0.01918814517557621
2956,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.3315070867538452,0.018118327483534813
2957,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.66292142868042,0.008153856731951237
2958,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4354091882705688,0.023901503533124924
2959,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.4138145446777344,0.0201964620500803
2960,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.4085537195205688,0.02097318135201931
2961,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.4033266305923462,0.019152017310261726
2962,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.4012174606323242,0.02196112833917141
2963,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3989753723144531,0.01908879354596138
2964,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.3971658945083618,0.019467463716864586
2965,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3925577402114868,0.01980431377887726
2966,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3930118083953857,0.01958472654223442
2967,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3901097774505615,0.020109178498387337
2968,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.3880805969238281,0.020117424428462982
2969,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.386793613433838,0.019208256155252457
2970,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3863909244537354,0.01965576596558094
2971,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3852916955947876,0.01941766031086445
2972,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.3852399587631226,0.01950330100953579
2973,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.664801836013794,0.008071067743003368
2974,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4519332647323608,0.022174766287207603
2975,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.436017632484436,0.020053721964359283
2976,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.43059504032135,0.020499004051089287
2977,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.4250550270080566,0.019836431369185448
2978,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.42333984375,0.019584136083722115
2979,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.422549843788147,0.020342666655778885
2980,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.4195573329925537,0.020138101652264595
2981,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.4184823036193848,0.019516658037900925
2982,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6626150608062744,0.007824373431503773
2983,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.417490839958191,0.021891826763749123
2984,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.4005582332611084,0.0206266101449728
2985,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3926784992218018,0.020981285721063614
2986,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.3889942169189453,0.020555149763822556
2987,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.3846670389175415,0.020599422976374626
2988,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3835748434066772,0.01930098608136177
2989,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.3825148344039917,0.019308431074023247
2990,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.377954125404358,0.02048417367041111
2991,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3767528533935547,0.020131435245275497
2992,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3735058307647705,0.019731096923351288
2993,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.3744633197784424,0.020755041390657425
2994,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.3720780611038208,0.019839799031615257
2995,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3714631795883179,0.019891176372766495
2996,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3696337938308716,0.019559329375624657
2997,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.3707135915756226,0.01950792595744133
2998,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.665769338607788,0.007783099077641964
2999,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4344109296798706,0.022909628227353096
3000,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.4137362241744995,0.02058127522468567
3001,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.407202124595642,0.021936438977718353
3002,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.4024513959884644,0.01966593600809574
3003,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.4013310670852661,0.022010060027241707
3004,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3964741230010986,0.02011416293680668
3005,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.394633173942566,0.020253639668226242
3006,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3910859823226929,0.020606188103556633
3007,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3920120000839233,0.019169917330145836
3008,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3879410028457642,0.020909009501338005
3009,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.386607050895691,0.019489530473947525
3010,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.383646011352539,0.01873197592794895
3011,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3842971324920654,0.0203699991106987
3012,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.384243130683899,0.02066434733569622
3013,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.3826608657836914,0.019586678594350815
3014,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.418137550354004,0.019348785281181335
3015,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.4151040315628052,0.02014315128326416
3016,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.4130761623382568,0.01873820275068283
3017,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.4113049507141113,0.019290128722786903
3018,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.41050386428833,0.019463924691081047
3019,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.4111062288284302,0.01908896677196026
3020,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.4100842475891113,0.019873084500432014
3021,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.4098212718963623,0.019920937716960907
3022,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.56257700920105,0.014529213309288025
3023,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2380133867263794,0.024562640115618706
3024,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.2215021848678589,0.023467769846320152
3025,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.2144466638565063,0.02415217086672783
3026,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.2107986211776733,0.022126903757452965
3027,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.206331491470337,0.023098139092326164
3028,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.2091896533966064,0.021813377737998962
3029,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.2048429250717163,0.023099243640899658
3030,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.2040497064590454,0.02306375652551651
3031,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.2033082246780396,0.02206428535282612
3032,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1972393989562988,0.022642020136117935
3033,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1993964910507202,0.02073596604168415
3034,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1949061155319214,0.02235397882759571
3035,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1948637962341309,0.020382793620228767
3036,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1942138671875,0.022686941549181938
3037,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.194369912147522,0.021481815725564957
3038,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6662137508392334,0.007799489889293909
3039,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4348894357681274,0.023634864017367363
3040,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.413205862045288,0.020206928253173828
3041,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.40640389919281,0.020866813138127327
3042,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.4039844274520874,0.01929839514195919
3043,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.4021401405334473,0.02176632732152939
3044,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3988118171691895,0.01920125260949135
3045,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.3964228630065918,0.01936890371143818
3046,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3926573991775513,0.01968955807387829
3047,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3919031620025635,0.019604085013270378
3048,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3897169828414917,0.02013630047440529
3049,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.3883850574493408,0.020171482115983963
3050,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.3867392539978027,0.019103219732642174
3051,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3863327503204346,0.0198455099016428
3052,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3853338956832886,0.019462676718831062
3053,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.3851150274276733,0.01939697563648224
3054,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.565657615661621,0.01421078946441412
3055,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2320828437805176,0.024828173220157623
3056,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.2182563543319702,0.023217204958200455
3057,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.2059177160263062,0.0244047362357378
3058,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.2031619548797607,0.023025861009955406
3059,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.2006100416183472,0.02291564829647541
3060,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.2039507627487183,0.021694716066122055
3061,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.197106122970581,0.023599877953529358
3062,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1977081298828125,0.023177558556199074
3063,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1977773904800415,0.02261802740395069
3064,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1902854442596436,0.0231070164591074
3065,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1914582252502441,0.020712681114673615
3066,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1883217096328735,0.022412514314055443
3067,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1875734329223633,0.02131054364144802
3068,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1864031553268433,0.022627029567956924
3069,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1874879598617554,0.02158495783805847
3070,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6645655632019043,0.007815331220626831
3071,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4520145654678345,0.02273908071219921
3072,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.4337900876998901,0.020645681768655777
3073,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.4278804063796997,0.020001765340566635
3074,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.4252303838729858,0.018372859805822372
3075,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.4235705137252808,0.019332218915224075
3076,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.419730544090271,0.019383667036890984
3077,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.4171602725982666,0.01943846233189106
3078,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.415762186050415,0.020403416827321053
3079,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.4136950969696045,0.018754523247480392
3080,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.4132894277572632,0.020246481522917747
3081,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.4115447998046875,0.018848910927772522
3082,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.407979130744934,0.020560970529913902
3083,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.4088855981826782,0.020125452429056168
3084,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.4077167510986328,0.019920378923416138
3085,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.4070771932601929,0.019157271832227707
3086,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5689616203308105,0.01403330359607935
3087,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.172410488128662,0.025391584262251854
3088,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1545177698135376,0.022437673062086105
3089,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1466124057769775,0.023170944303274155
3090,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1448649168014526,0.02231760136783123
3091,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1351494789123535,0.0222777109593153
3092,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1449309587478638,0.022312460467219353
3093,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1344523429870605,0.022464070469141006
3094,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1365584135055542,0.021523717790842056
3095,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1352914571762085,0.02224648930132389
3096,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1293543577194214,0.022564342245459557
3097,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1318566799163818,0.021230164915323257
3098,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.128199815750122,0.021787239238619804
3099,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.127719521522522,0.020114051178097725
3100,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1269673109054565,0.02203923650085926
3101,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1263922452926636,0.02154121920466423
3102,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6671996116638184,0.007990271784365177
3103,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.3813070058822632,0.021860811859369278
3104,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.362741231918335,0.02002890780568123
3105,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3552693128585815,0.02141585759818554
3106,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.3506640195846558,0.021148977801203728
3107,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.346743106842041,0.021053113043308258
3108,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3452744483947754,0.019702505320310593
3109,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.3446078300476074,0.020383944734930992
3110,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3387503623962402,0.020127205178141594
3111,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.337506890296936,0.020072154700756073
3112,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.335522174835205,0.019656775519251823
3113,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.3363159894943237,0.021927786991000175
3114,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.3327003717422485,0.01995309256017208
3115,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3326889276504517,0.019387567415833473
3116,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3308005332946777,0.01919672265648842
3117,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.3320908546447754,0.018038688227534294
3118,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5675058364868164,0.01449915487319231
3119,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2218507528305054,0.025024650618433952
3120,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.205959439277649,0.02273896522819996
3121,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1958061456680298,0.025684867054224014
3122,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1927942037582397,0.02355608344078064
3123,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1868830919265747,0.022483039647340775
3124,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1918392181396484,0.022311005741357803
3125,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1833561658859253,0.023427361622452736
3126,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1856080293655396,0.023935139179229736
3127,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1844618320465088,0.022143997251987457
3128,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1771597862243652,0.02332262136042118
3129,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1789671182632446,0.021256636828184128
3130,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1755493879318237,0.022486884146928787
3131,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1762220859527588,0.02153780870139599
3132,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1753135919570923,0.023137416690587997
3133,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1739555597305298,0.0219900980591774
3134,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5593159198760986,0.01395495142787695
3135,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.220099687576294,0.025853125378489494
3136,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.2045329809188843,0.02271803468465805
3137,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.197049856185913,0.025082236155867577
3138,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1935019493103027,0.023535946384072304
3139,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1870273351669312,0.022221393883228302
3140,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1939095258712769,0.02231989987194538
3141,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.186672568321228,0.022937122732400894
3142,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1878312826156616,0.02354256808757782
3143,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1850441694259644,0.022256428375840187
3144,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1789499521255493,0.0229459498077631
3145,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1821534633636475,0.02146015875041485
3146,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1770927906036377,0.022302063181996346
3147,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1766910552978516,0.021430961787700653
3148,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1762773990631104,0.022483674809336662
3149,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1762173175811768,0.022527778521180153
3150,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.663789749145508,0.008208692073822021
3151,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4342461824417114,0.023058563470840454
3152,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.4133350849151611,0.020604252815246582
3153,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.405394196510315,0.021631769835948944
3154,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.4033770561218262,0.019759325310587883
3155,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.400765299797058,0.021996118128299713
3156,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3967559337615967,0.02035459689795971
3157,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.3948142528533936,0.020448049530386925
3158,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3909132480621338,0.020384060218930244
3159,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3924283981323242,0.019043007865548134
3160,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3884202241897583,0.020958049222826958
3161,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.3873969316482544,0.01962187886238098
3162,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.3844670057296753,0.018970321863889694
3163,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3848750591278076,0.02029271051287651
3164,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.384455919265747,0.020615875720977783
3165,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.382996678352356,0.01970849186182022
3166,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.564408302307129,0.014294391497969627
3167,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2395328283309937,0.024661116302013397
3168,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.221774935722351,0.023753419518470764
3169,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.2152012586593628,0.023940684273838997
3170,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.21077561378479,0.02224012091755867
3171,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.205174446105957,0.022978518158197403
3172,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.2098793983459473,0.02178848348557949
3173,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.2053884267807007,0.023058993741869926
3174,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.2040947675704956,0.023298950865864754
3175,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.203678011894226,0.021994009613990784
3176,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1963874101638794,0.02272219769656658
3177,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1976799964904785,0.020734868943691254
3178,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1945327520370483,0.022264473140239716
3179,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.194002389907837,0.020268740132451057
3180,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.194093942642212,0.022785725072026253
3181,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1939865350723267,0.021423690021038055
3182,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6642954349517822,0.00808744877576828
3183,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4530494213104248,0.022282671183347702
3184,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.435963749885559,0.01991049014031887
3185,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.4300771951675415,0.020295027643442154
3186,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.4258476495742798,0.019913505762815475
3187,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.4236316680908203,0.019710145890712738
3188,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.4206082820892334,0.02017582394182682
3189,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.4193166494369507,0.019969036802649498
3190,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.4183741807937622,0.01957741379737854
3191,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.4141148328781128,0.019649634137749672
3192,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.4137585163116455,0.019755152985453606
3193,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.4120211601257324,0.019901597872376442
3194,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.411116361618042,0.020104533061385155
3195,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.4099037647247314,0.019363855943083763
3196,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.4101887941360474,0.02028563991189003
3197,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.4101299047470093,0.018590617924928665
3198,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6637401580810547,0.008240650407969952
3199,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4489288330078125,0.024182839319109917
3200,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.4262375831604004,0.01998787559568882
3201,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.42179274559021,0.02002413012087345
3202,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.4184625148773193,0.01897979900240898
3203,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.4160786867141724,0.02049696259200573
3204,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.4140970706939697,0.020710105076432228
3205,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.4120186567306519,0.01959688402712345
3206,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.4087880849838257,0.018612157553434372
3207,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.4063061475753784,0.01912505552172661
3208,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.4061459302902222,0.020516494289040565
3209,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.4037240743637085,0.01950354501605034
3210,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.4010313749313354,0.018798962235450745
3211,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.4015330076217651,0.019854072481393814
3212,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.4005539417266846,0.019870175048708916
3213,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.39997398853302,0.018554184585809708
3214,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.666597604751587,0.007725466508418322
3215,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4169907569885254,0.02159414254128933
3216,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.4000158309936523,0.020508047193288803
3217,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.3935476541519165,0.02137605845928192
3218,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.3897324800491333,0.02082200162112713
3219,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.386217474937439,0.020502861589193344
3220,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.3828763961791992,0.019227977842092514
3221,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.382790446281433,0.019481349736452103
3222,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.3787707090377808,0.020551716908812523
3223,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.3776938915252686,0.020266856998205185
3224,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.3743219375610352,0.019778642803430557
3225,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.3748223781585693,0.02069779485464096
3226,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.3720746040344238,0.02002127282321453
3227,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.3721592426300049,0.019924039021134377
3228,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.3699475526809692,0.01954328827559948
3229,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.371673583984375,0.019606273621320724
3230,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5629637241363525,0.014330766163766384
3231,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2382832765579224,0.02470562607049942
3232,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.2258776426315308,0.024019671604037285
3233,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.2181507349014282,0.023411663249135017
3234,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.213744044303894,0.022645732387900352
3235,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.2055212259292603,0.02226080931723118
3236,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.2120280265808105,0.02250799909234047
3237,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.2061303853988647,0.023505467921495438
3238,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.2044050693511963,0.023207880556583405
3239,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.2057385444641113,0.021171318367123604
3240,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1969661712646484,0.022372107952833176
3241,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1988776922225952,0.020404867827892303
3242,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.19632887840271,0.022172559052705765
3243,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1960283517837524,0.020186401903629303
3244,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1953656673431396,0.021540256217122078
3245,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1959189176559448,0.021242313086986542
3246,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.558391809463501,0.013715032488107681
3247,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2068835496902466,0.026008442044258118
3248,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1946184635162354,0.022616155445575714
3249,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1865346431732178,0.025094544515013695
3250,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1822224855422974,0.022956715896725655
3251,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1730185747146606,0.022065598517656326
3252,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.180273413658142,0.023255107924342155
3253,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.172566294670105,0.02318488247692585
3254,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.174904465675354,0.023208187893033028
3255,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1720529794692993,0.022595643997192383
3256,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1648179292678833,0.023581571877002716
3257,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.168829083442688,0.022479334846138954
3258,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.164918065071106,0.02205037511885166
3259,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1647090911865234,0.021886005997657776
3260,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1636725664138794,0.023337870836257935
3261,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1638892889022827,0.022945178672671318
3262,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6647725105285645,0.00784798339009285
3263,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.4481157064437866,0.023937668651342392
3264,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.4270802736282349,0.020129473879933357
3265,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.4220085144042969,0.020198095589876175
3266,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.41886568069458,0.01894766092300415
3267,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.4168701171875,0.020513277500867844
3268,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.4128955602645874,0.020867830142378807
3269,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.4115461111068726,0.019576307386159897
3270,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.4083154201507568,0.018573744222521782
3271,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.4069651365280151,0.019128795713186264
3272,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.4057635068893433,0.020455943420529366
3273,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.4036628007888794,0.019359702244400978
3274,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.4009490013122559,0.01882982812821865
3275,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.4010095596313477,0.019801683723926544
3276,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.4008715152740479,0.019772902131080627
3277,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.399795651435852,0.018544914200901985
3278,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.563652515411377,0.01461713295429945
3279,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2414228916168213,0.024766013026237488
3280,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.2262096405029297,0.02391589805483818
3281,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.2186973094940186,0.023706095293164253
3282,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.213100790977478,0.022682376205921173
3283,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.2055552005767822,0.022156355902552605
3284,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.209879755973816,0.02244918793439865
3285,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.2058199644088745,0.02351398952305317
3286,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.2046095132827759,0.02326810546219349
3287,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.204924464225769,0.02131747081875801
3288,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1979495286941528,0.02252703718841076
3289,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.2001569271087646,0.02028394117951393
3290,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1962920427322388,0.02214435115456581
3291,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1958293914794922,0.020419755950570107
3292,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1955674886703491,0.021601492539048195
3293,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=75e99d3c","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'75e99d3c'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1944715976715088,0.021273300051689148
3294,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5677363872528076,0.014204027131199837
3295,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2192151546478271,0.025862619280815125
3296,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.205833077430725,0.02270212396979332
3297,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1969081163406372,0.025155669078230858
3298,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1930336952209473,0.02345699816942215
3299,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1877167224884033,0.02211867645382881
3300,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.193660855293274,0.022351086139678955
3301,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.185800552368164,0.023260444402694702
3302,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1880797147750854,0.02353285625576973
3303,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.186318039894104,0.02231200411915779
3304,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1781266927719116,0.023120256140828133
3305,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.181404709815979,0.02141728065907955
3306,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.176358938217163,0.022392671555280685
3307,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1766095161437988,0.021398885175585747
3308,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1757229566574097,0.022489354014396667
3309,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1763484477996826,0.022654088214039803
3310,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5682966709136963,0.01417897641658783
3311,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2068595886230469,0.025687988847494125
3312,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1923452615737915,0.022717028856277466
3313,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1863622665405273,0.025069735944271088
3314,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1811484098434448,0.022856252267956734
3315,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.172851324081421,0.022152453660964966
3316,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1805752515792847,0.022960828617215157
3317,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1724168062210083,0.023352010175585747
3318,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1744143962860107,0.023166747763752937
3319,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1715446710586548,0.022642705589532852
3320,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1661739349365234,0.02383747510612011
3321,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.169148564338684,0.022497335448861122
3322,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1639900207519531,0.022119686007499695
3323,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1648465394973755,0.02202158421278
3324,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1638288497924805,0.023113831877708435
3325,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=0a5f1dcc+75e99d3c","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'75e99d3c', '0a5f1dcc'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1636699438095093,0.02290511131286621
3326,"diagnoses,src=NHCS,win=3,mod=Rnd,prob=66,seed=1337","diagnoses","NHCS",3,"Rnd",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.599280595779419,0.011376355774700642
3327,"diagnoses,src=NHCS,win=3,mod=Rnd,prob=66,seed=1337","diagnoses","NHCS",3,"Rnd",66,1337,"frozenset()","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,5.945801258087158,0.06495951861143112
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3775,"diagnoses,src=NAMCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NAMCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.6890641450881958,0.02506936527788639
3776,"diagnoses,src=NAMCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NAMCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.6874650120735168,0.026567524299025536
3777,"diagnoses,src=NAMCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NAMCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.6877456307411194,0.024626120924949646
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3779,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.616548538208008,0.008331886492669582
3780,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1756154298782349,0.02081443928182125
3781,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1590452194213867,0.021480750292539597
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3783,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1516326665878296,0.021252714097499847
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3785,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.148610234260559,0.02180071361362934
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3788,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1405678987503052,0.02195679396390915
3789,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1391139030456543,0.02095462754368782
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3800,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.9566870331764221,0.022425949573516846
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3803,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.9465373754501343,0.02257321961224079
3804,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.9465795755386353,0.022808948531746864
3805,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.9431385397911072,0.02199314534664154
3806,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.9379397034645081,0.021658984944224358
3807,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.9376225471496582,0.02173330821096897
3808,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.934898853302002,0.020081093534827232
3809,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.9349647760391235,0.02079223096370697
3810,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.9334605932235718,0.020796047523617744
3811,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6161937713623047,0.008493086323142052
3812,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.0900758504867554,0.02262144163250923
3813,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.0652668476104736,0.02401137165725231
3814,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.0578750371932983,0.024812383577227592
3815,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0549328327178955,0.023796379566192627
3816,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0483461618423462,0.023023391142487526
3817,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0441383123397827,0.02483004704117775
3818,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0432324409484863,0.023239631205797195
3819,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0379002094268799,0.02401750348508358
3820,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.036008358001709,0.024548087269067764
3821,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0333555936813354,0.023187320679426193
3822,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0288617610931396,0.02244933322072029
3823,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0276844501495361,0.02184680849313736
3824,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0262267589569092,0.021309133619070053
3825,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.026271939277649,0.02318199723958969
3826,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0225001573562622,0.022033561021089554
3827,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.54677414894104,0.009698745794594288
3828,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9538129568099976,0.024496305733919144
3829,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.9382129311561584,0.02516932226717472
3830,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.9268364310264587,0.02475244738161564
3831,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.9283719658851624,0.02370925061404705
3832,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.9209104776382446,0.024144267663359642
3833,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.9175437092781067,0.022967031225562096
3834,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.917299211025238,0.02266320027410984
3835,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.9113643169403076,0.022787293419241905
3836,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.9106268286705017,0.023264946416020393
3837,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.9127029776573181,0.022604230791330338
3838,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.9096077680587769,0.02314208447933197
3839,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.9068577885627747,0.022075315937399864
3840,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.9029427766799927,0.023041686043143272
3841,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.9057772159576416,0.02304781787097454
3842,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.9052412509918213,0.024088457226753235
3843,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6154932975769043,0.008599626831710339
3844,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1503913402557373,0.023961415514349937
3845,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1216912269592285,0.023665575310587883
3846,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1097923517227173,0.02258117124438286
3847,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1010504961013794,0.022776849567890167
3848,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.096876621246338,0.02205403335392475
3849,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0937632322311401,0.023898232728242874
3850,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0913621187210083,0.02197185717523098
3851,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0893893241882324,0.022605789825320244
3852,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.085188865661621,0.022800644859671593
3853,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0822358131408691,0.023260999470949173
3854,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0782790184020996,0.022405734285712242
3855,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0788710117340088,0.022079210728406906
3856,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0770000219345093,0.022232744842767715
3857,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0760488510131836,0.02342872880399227
3858,"diagnoses,src=MIMIC,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0727900266647339,0.02266889065504074
3859,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6671111583709717,0.011048439890146255
3860,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.0246951580047607,0.02392849139869213
3861,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.9978437423706055,0.020938677713274956
3862,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.9851730465888977,0.02304760366678238
3863,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.9831823706626892,0.02172989770770073
3864,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.9767206311225891,0.02263757400214672
3865,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.9712797999382019,0.02180817723274231
3866,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.9690497517585754,0.022941969335079193
3867,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.9662125110626221,0.022320592775940895
3868,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.9639272093772888,0.02241489104926586
3869,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.9589487314224243,0.02190287597477436
3870,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.9586195945739746,0.021433206275105476
3871,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.9544390439987183,0.02187764085829258
3872,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.9557889699935913,0.022908957675099373
3873,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.9533275365829468,0.020676033571362495
3874,"diagnoses,src=NHCS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.9528732299804688,0.022172197699546814
3875,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5472159385681152,0.009458783082664013
3876,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9592643976211548,0.02490781992673874
3877,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.9447494745254517,0.024565044790506363
3878,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.939384400844574,0.02416256256401539
3879,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.9361211657524109,0.023563480004668236
3880,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.9344361424446106,0.024560732766985893
3881,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.9285547733306885,0.022577814757823944
3882,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.9279991984367371,0.0230803694576025
3883,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.9244072437286377,0.02427455224096775
3884,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.9230470657348633,0.023712171241641045
3885,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.9258692264556885,0.02276269905269146
3886,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.9235391020774841,0.023526707664132118
3887,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.9208388924598694,0.02290933020412922
3888,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.9183074831962585,0.02344224974513054
3889,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.9193389415740967,0.022333329543471336
3890,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.9179735779762268,0.023608416318893433
3891,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.665757656097412,0.010815945453941822
3892,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1556282043457031,0.024319402873516083
3893,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1372554302215576,0.021584054455161095
3894,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.120560646057129,0.02313683182001114
3895,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1163136959075928,0.023426087573170662
3896,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1081968545913696,0.02316068299114704
3897,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.102145791053772,0.023633405566215515
3898,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1001931428909302,0.023407967761158943
3899,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0973455905914307,0.023593811318278313
3900,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.094800591468811,0.022918924689292908
3901,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0907002687454224,0.022360190749168396
3902,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0892399549484253,0.02283894456923008
3903,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0850144624710083,0.022177379578351974
3904,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0864150524139404,0.023215310648083687
3905,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0843980312347412,0.021490685641765594
3906,"diagnoses,src=NHCS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0833009481430054,0.022467244416475296
3907,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6159303188323975,0.008549516089260578
3908,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.137566328048706,0.023745952174067497
3909,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1113979816436768,0.0226763803511858
3910,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.102128505706787,0.022263826802372932
3911,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.095676302909851,0.023010900244116783
3912,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0900617837905884,0.022589201107621193
3913,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.086696743965149,0.023614009842276573
3914,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0831923484802246,0.02338463068008423
3915,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0799560546875,0.02279849909245968
3916,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.0777184963226318,0.023866066709160805
3917,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.075009822845459,0.02266983687877655
3918,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.070151925086975,0.02262197621166706
3919,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0705960988998413,0.02172289788722992
3920,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0688542127609253,0.02178625948727131
3921,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0678969621658325,0.02336333878338337
3922,"diagnoses,src=MIMIC,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.063623309135437,0.021719999611377716
3923,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.548543930053711,0.009679869748651981
3924,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.8884546160697937,0.024823298677802086
3925,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.8684602379798889,0.02383594401180744
3926,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.8552027940750122,0.023928701877593994
3927,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.8514102101325989,0.023134231567382812
3928,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.8466039299964905,0.022709019482135773
3929,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.8448211550712585,0.02290433458983898
3930,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.8436448574066162,0.022391358390450478
3931,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.8393216133117676,0.022812360897660255
3932,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8343830704689026,0.022094514220952988
3933,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.8395293951034546,0.021786991506814957
3934,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.8320835828781128,0.022153209894895554
3935,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.8311895132064819,0.021583247929811478
3936,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.8283417820930481,0.02235250361263752
3937,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.8309897184371948,0.0215927641838789
3938,"diagnoses,src=NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.8310404419898987,0.022777698934078217
3939,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6655726432800293,0.01094367541372776
3940,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2025593519210815,0.02369302697479725
3941,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1867338418960571,0.021159375086426735
3942,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.176934838294983,0.021416665986180305
3943,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1722569465637207,0.021196674555540085
3944,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1696817874908447,0.02262364700436592
3945,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.164690375328064,0.022587886080145836
3946,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1631808280944824,0.021687118336558342
3947,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1614997386932373,0.021517900750041008
3948,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1578773260116577,0.02160348929464817
3949,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1551979780197144,0.020701631903648376
3950,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1537542343139648,0.02112753503024578
3951,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1521742343902588,0.020222559571266174
3952,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.150710940361023,0.021794408559799194
3953,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1506232023239136,0.020548412576317787
3954,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.150131344795227,0.021712113171815872
3955,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6664373874664307,0.010810887441039085
3956,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1143964529037476,0.025607913732528687
3957,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.085676670074463,0.022408662363886833
3958,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.0746561288833618,0.02459823340177536
3959,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0708930492401123,0.02439512126147747
3960,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0643112659454346,0.0242433100938797
3961,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0574133396148682,0.02382342517375946
3962,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0551949739456177,0.022763323038816452
3963,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0524513721466064,0.024181276559829712
3964,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.0487616062164307,0.02289414033293724
3965,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0452165603637695,0.02307916060090065
3966,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0442194938659668,0.023205265402793884
3967,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.039499282836914,0.023399055004119873
3968,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.040124773979187,0.023745516315102577
3969,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0388774871826172,0.021777305752038956
3970,"diagnoses,src=NHCS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0376492738723755,0.023195309564471245
3971,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6165926456451416,0.008217048831284046
3972,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1722691059112549,0.021334512159228325
3973,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.155263066291809,0.021096451207995415
3974,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1516239643096924,0.021857567131519318
3975,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1456782817840576,0.021189406514167786
3976,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1432154178619385,0.02162970043718815
3977,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.139630913734436,0.02207956276834011
3978,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1365286111831665,0.021386049687862396
3979,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1338927745819092,0.021865252405405045
3980,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.132240653038025,0.021237505599856377
3981,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1295746564865112,0.02172001637518406
3982,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1271488666534424,0.021899349987506866
3983,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1275179386138916,0.020632971078157425
3984,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1255745887756348,0.01989201083779335
3985,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.665121078491211,0.010681085288524628
3986,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1930452585220337,0.024035191163420677
3987,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.173229455947876,0.02181742712855339
3988,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1609548330307007,0.021611565724015236
3989,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1564079523086548,0.022006407380104065
3990,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1516610383987427,0.022873831912875175
3991,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1441802978515625,0.022336142137646675
3992,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1445037126541138,0.022406158968806267
3993,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1425714492797852,0.022178327664732933
3994,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1401394605636597,0.02268301509320736
3995,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1367884874343872,0.021475210785865784
3996,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1343461275100708,0.022164320573210716
3997,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1323455572128296,0.021156085655093193
3998,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1307121515274048,0.021835435181856155
3999,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1301566362380981,0.02042030356824398
4000,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1293442249298096,0.022169308736920357
4001,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5475354194641113,0.009773021563887596
4002,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9440599083900452,0.024773787707090378
4003,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.9259896278381348,0.025403590872883797
4004,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.9135345220565796,0.024360068142414093
4005,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.9133790135383606,0.023176711052656174
4006,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.9085612297058105,0.02430056966841221
4007,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.9043433666229248,0.023458346724510193
4008,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.9020510315895081,0.022415874525904655
4009,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.8972496390342712,0.022014914080500603
4010,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8939134478569031,0.02240820787847042
4011,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.8982652425765991,0.02306985855102539
4012,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.8939392566680908,0.02407023124396801
4013,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.8907038569450378,0.022353971377015114
4014,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.8875551223754883,0.02287626452744007
4015,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.8904561400413513,0.022769497707486153
4016,"diagnoses,src=NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.8904937505722046,0.024054091423749924
4017,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5513968467712402,0.012187069281935692
4018,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1474579572677612,0.027045199647545815
4019,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1014641523361206,0.027848374098539352
4020,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.062519907951355,0.028145570307970047
4021,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.047788381576538,0.02626706473529339
4022,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.040358066558838,0.027151327580213547
4023,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0353518724441528,0.025709467008709908
4024,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.028107762336731,0.026957441121339798
4025,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0208582878112793,0.027411721646785736
4026,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.0215307474136353,0.027117818593978882
4027,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.013566017150879,0.026924585923552513
4028,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0120488405227661,0.02618204802274704
4029,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0026488304138184,0.027529984712600708
4030,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0042189359664917,0.02573760598897934
4031,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0008431673049927,0.027520369738340378
4032,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.002646565437317,0.026025937870144844
4033,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.551347255706787,0.01217930018901825
4034,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1519726514816284,0.02747366763651371
4035,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1004868745803833,0.027896998450160027
4036,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.069779396057129,0.027762101963162422
4037,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0589690208435059,0.027221085503697395
4038,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.04374098777771,0.027148377150297165
4039,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0468130111694336,0.026891542598605156
4040,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0341004133224487,0.027263861149549484
4041,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.028175950050354,0.027538303285837173
4042,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.0279717445373535,0.027346964925527573
4043,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0186548233032227,0.026276007294654846
4044,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0180237293243408,0.0258521419018507
4045,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.006534457206726,0.026948602870106697
4046,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0129010677337646,0.026280373334884644
4047,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.009789228439331,0.027503713965415955
4048,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0082682371139526,0.02746790088713169
4049,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.551132917404175,0.012192806228995323
4050,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1018885374069214,0.02916615828871727
4051,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.03926682472229,0.026950860396027565
4052,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.0211687088012695,0.027930837124586105
4053,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0040541887283325,0.026727482676506042
4054,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.9874499440193176,0.026285957545042038
4055,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.988316535949707,0.025948885828256607
4056,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.9736894369125366,0.02655770070850849
4057,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.9722902774810791,0.026724237948656082
4058,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.9707372188568115,0.02709561213850975
4059,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.9599257111549377,0.027197543531656265
4060,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.9592427611351013,0.025753764435648918
4061,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.9493356943130493,0.02674720622599125
4062,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.9521982073783875,0.025842273607850075
4063,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.9513002634048462,0.027673225849866867
4064,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.9503765106201172,0.026363151147961617
4065,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5513391494750977,0.01244410965591669
4066,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1728105545043945,0.028609661385416985
4067,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.1064823865890503,0.027761254459619522
4068,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.0843418836593628,0.028075166046619415
4069,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0596061944961548,0.027114152908325195
4070,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0428539514541626,0.026875633746385574
4071,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0461547374725342,0.027834661304950714
4072,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0352685451507568,0.02662104368209839
4073,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0328283309936523,0.025961199775338173
4074,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.0277971029281616,0.027277974411845207
4075,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0223172903060913,0.026763129979372025
4076,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.017317295074463,0.025590669363737106
4077,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.0170127153396606,0.02681109495460987
4078,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.0142204761505127,0.02656479924917221
4079,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0116397142410278,0.026096690446138382
4080,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0099260807037354,0.027987895533442497
4081,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.665015697479248,0.01090769749134779
4082,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1733925342559814,0.023677490651607513
4083,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.147962212562561,0.023464035242795944
4084,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1323049068450928,0.022564776241779327
4085,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1288652420043945,0.02380036748945713
4086,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1226181983947754,0.02264271304011345
4087,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1155552864074707,0.024058610200881958
4088,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1137909889221191,0.023114819079637527
4089,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1117624044418335,0.022934170439839363
4090,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1102439165115356,0.023430414497852325
4091,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1047444343566895,0.022049011662602425
4092,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1034133434295654,0.023742591962218285
4093,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1017467975616455,0.02214241959154606
4094,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.098974585533142,0.023800479248166084
4095,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0984749794006348,0.021083202213048935
4096,"diagnoses,src=NHCS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0981096029281616,0.02316959574818611
4097,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5514771938323975,0.012147379107773304
4098,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1426364183425903,0.0286219734698534
4099,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.0823115110397339,0.027785243466496468
4100,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.0531631708145142,0.028234878554940224
4101,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.0357521772384644,0.027041617780923843
4102,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0259202718734741,0.027184125036001205
4103,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0208923816680908,0.025965215638279915
4104,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0063652992248535,0.026608647778630257
4105,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0072606801986694,0.02738700807094574
4106,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.0043669939041138,0.027050631120800972
4107,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.0004996061325073,0.027041597291827202
4108,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.000220537185669,0.026514040306210518
4109,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.9912194609642029,0.02827281691133976
4110,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.9947157502174377,0.027036115527153015
4111,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.9902878403663635,0.028125852346420288
4112,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.989754855632782,0.02646469883620739
4113,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6165926456451416,0.008217048831284046
4114,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1722691059112549,0.021334512159228325
4115,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.155263066291809,0.021096451207995415
4116,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1516239643096924,0.021857567131519318
4117,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1456782817840576,0.021189406514167786
4118,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1432154178619385,0.02162970043718815
4119,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.139630913734436,0.02207956276834011
4120,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1365286111831665,0.021386049687862396
4121,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1338927745819092,0.021865252405405045
4122,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.132240653038025,0.021237505599856377
4123,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1295746564865112,0.02172001637518406
4124,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1271488666534424,0.021899349987506866
4125,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1275179386138916,0.020632971078157425
4126,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1255745887756348,0.01989201083779335
4127,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1253256797790527,0.02055095136165619
4128,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.122378945350647,0.020288942381739616
4129,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5514228343963623,0.012089920230209827
4130,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1481873989105225,0.027843430638313293
4131,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.0894221067428589,0.027652956545352936
4132,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.065574288368225,0.028416981920599937
4133,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.042175054550171,0.02757282555103302
4134,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.0388758182525635,0.026485200971364975
4135,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0381357669830322,0.026636701077222824
4136,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.0335475206375122,0.027586061507463455
4137,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.0252045392990112,0.027670999988913536
4138,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.018807053565979,0.027463646605610847
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4140,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.0135810375213623,0.026133118197321892
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4144,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.0042446851730347,0.02678903192281723
4145,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.546769142150879,0.009385334327816963
4146,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9473035335540771,0.024484967812895775
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4148,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.9119836091995239,0.024509673938155174
4149,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.9143341183662415,0.023574410006403923
4150,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.9076338410377502,0.023911548778414726
4151,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.9042074084281921,0.0234721377491951
4152,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.9038276076316833,0.023173976689577103
4153,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.897681713104248,0.02294081263244152
4154,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8950671553611755,0.022467786446213722
4155,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.8978543877601624,0.022553734481334686
4156,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.8946054577827454,0.022887587547302246
4157,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.892519474029541,0.022763831540942192
4158,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.8883898854255676,0.02281169220805168
4159,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.8911058902740479,0.02315828762948513
4160,"diagnoses,src=NHDS,win=2,mod=Raw,prob=0,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Raw",0,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.8903168439865112,0.023820603266358376
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4164,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.080509901046753,0.026990849524736404
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4167,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.0373536348342896,0.026453068479895592
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4175,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.0106257200241089,0.02721882052719593
4176,"diagnoses,src=MIMIC+NAMCS+NHCS+NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","MIMIC+NAMCS+NHCS+NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.008850336074829,0.027683088555932045
4177,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.5482068061828613,0.009770555421710014
4178,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9259855151176453,0.02544722892343998
4179,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.9112969040870667,0.025175968185067177
4180,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.8959876894950867,0.02416217513382435
4181,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.8947886228561401,0.023850200697779655
4182,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.8915287256240845,0.02439974620938301
4183,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.8874960541725159,0.022994957864284515
4184,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.8854381442070007,0.02263283170759678
4185,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,0.8806421756744385,0.023374926298856735
4186,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,0.8768919110298157,0.02270730771124363
4187,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,0.8806306719779968,0.02268703281879425
4188,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,0.8757860064506531,0.02388911321759224
4189,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,0.8737380504608154,0.022847358137369156
4190,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,0.8707514405250549,0.023671261966228485
4191,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,0.8738433122634888,0.022416500374674797
4192,"diagnoses,src=NHDS,win=2,mod=Ord,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Ord",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,0.872860848903656,0.02372368797659874
4193,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.665440320968628,0.01086653396487236
4194,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.665440320968628,0.01086653396487236
4195,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.2065974473953247,0.023535151034593582
4196,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.191555380821228,0.02177284099161625
4197,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.1844123601913452,0.02132747322320938
4198,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1785050630569458,0.0201552826911211
4199,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1784601211547852,0.022183166816830635
4200,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1755554676055908,0.022104879841208458
4201,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1720013618469238,0.022057656198740005
4202,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1708630323410034,0.02217288687825203
4203,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1673887968063354,0.0217351783066988
4204,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.164210557937622,0.021281981840729713
4205,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.164182186126709,0.020740652456879616
4206,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1628339290618896,0.021138863638043404
4207,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1618975400924683,0.0212028156965971
4208,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1605122089385986,0.02018064819276333
4209,"diagnoses,src=NHCS,win=2,mod=Rnd,prob=100,seed=1337,alt=f1562fd4","diagnoses","NHCS",2,"Rnd",100,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.1598671674728394,0.02189537324011326
4210,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.6159780025482178,0.008401324041187763
4211,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,1.1661529541015625,0.022414041683077812
4212,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,1.14566969871521,0.021976038813591003
4213,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,1.13652765750885,0.021708529442548752
4214,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,1.1285436153411865,0.021508313715457916
4215,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,1.1265157461166382,0.022027645260095596
4216,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,1.1220479011535645,0.022498004138469696
4217,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,1.1193263530731201,0.022155635058879852
4218,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,16000.0,1.1175377368927002,0.022632695734500885
4219,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,18000.0,1.1140083074569702,0.021812811493873596
4220,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,20000.0,1.1107088327407837,0.022258548066020012
4221,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,22000.0,1.1082199811935425,0.022901510819792747
4222,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,24000.0,1.1086286306381226,0.021139543503522873
4223,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,26000.0,1.1066877841949463,0.021501004695892334
4224,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,28000.0,1.1060473918914795,0.02229340746998787
4225,"diagnoses,src=MIMIC,win=2,mod=Rnd,prob=33,seed=1337,alt=f1562fd4","diagnoses","MIMIC",2,"Rnd",33,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,30000.0,1.101934552192688,0.021596070379018784
4226,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,0.0,3.547107696533203,0.009533079341053963
4227,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,2000.0,0.9560896158218384,0.024664107710123062
4228,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,4000.0,0.9419017434120178,0.02461438998579979
4229,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,6000.0,0.9347346425056458,0.024316897615790367
4230,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,8000.0,0.9326379299163818,0.02445502206683159
4231,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,10000.0,0.9288818836212158,0.02425253763794899
4232,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,12000.0,0.9253590106964111,0.022249789908528328
4233,"diagnoses,src=NHDS,win=2,mod=Rnd,prob=66,seed=1337,alt=f1562fd4","diagnoses","NHDS",2,"Rnd",66,1337,"frozenset({'f1562fd4'})","learning_rate=0.001,max_iters=30000,lr_decay_iters=30000,min_lr=0.0001,beta2=0.99,seed=1337",0.001,30000,30000,0.0001,0.99,1337,14000.0,0.9259095788002014,0.022370679304003716
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