| Model,Test_Field,F1,IoU,OA,Kappa,Precision,Recall,Time |
| RandomForest,1,0.2881864328564836,0.1683515298557757,0.6559031844292008,0.13129146101494438,0.19177030554276064,0.5795823665893272,14.777014017105103 |
| RandomForest,2,0.298438560760353,0.1753909990424513,0.7506274131274131,0.18748921372719696,0.20146654445462878,0.5753926701570681,15.096381187438965 |
| RandomForest,3,0.25156602355299423,0.14388076812840356,0.6854961832061068,0.10025345205466274,0.17388292344994805,0.45471014492753625,14.337760925292969 |
| XGBoost,1,0.2706655099764531,0.15651426114375805,0.6717974457643188,0.11470163080023421,0.18464660128508623,0.5067285382830626,2.269683837890625 |
| XGBoost,2,0.2699724517906336,0.15605095541401273,0.731418918918919,0.15293381299086362,0.1801155259933485,0.5387434554973822,1.8162832260131836 |
| XGBoost,3,0.2524814763036488,0.14448,0.7185048697025533,0.10933438646847027,0.1826086956521739,0.40896739130434784,1.8476331233978271 |
| LightGBM,1,0.27491745138803964,0.15936480930100666,0.6693435948915286,0.11895606856514418,0.1866489538359349,0.5215777262180974,0.8951096534729004 |
| LightGBM,2,0.2594382756368387,0.14905433803662563,0.7263996138996139,0.1405182134215096,0.17284595300261096,0.5198952879581152,0.8836753368377686 |
| LightGBM,3,0.24794791961505802,0.14151857835218093,0.7202421689918399,0.1048750426348457,0.18032111980238782,0.3967391304347826,0.848783016204834 |
| SVM_RBF,1,0.27247594824726307,0.1577262834464217,0.6330935251798561,0.10942475278314656,0.17886178861788618,0.57169373549884,22.56045651435852 |
| SVM_RBF,2,0.27186395759717313,0.15731629392971247,0.6817567567567567,0.1479015557936567,0.17226420375034984,0.6445026178010471,30.24154496192932 |
| SVM_RBF,3,0.2591927176907414,0.14889225264896105,0.674387996841274,0.10638518502528471,0.17619280247516692,0.490036231884058,24.668601036071777 |
| MLP,1,0.24961588464720483,0.1426063470627954,0.6459204729239864,0.08585043227612243,0.16745956232159848,0.4900232018561485,6.49155330657959 |
| MLP,2,0.23651079136690648,0.1341152473227945,0.6722007722007722,0.1072602776223589,0.15058688806183795,0.5507853403141362,3.8813793659210205 |
| MLP,3,0.2498966799834688,0.1427896725440806,0.7133456172677021,0.10513728781064258,0.17956840229657495,0.4107789855072464,3.2642791271209717 |
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