PLOS_Gradio_app / PLOS_model_results.csv
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,model,accuracy,precision,recall,f1_score,dataset,task_type
0,RandomForest,0.9453781512605042,0.9459445542923052,0.9453781512605042,0.9452362203953674,D1,classification
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2,DecisionTree,0.8991596638655462,0.9016500767857515,0.8991596638655462,0.8993885700694408,D1,classification
3,SVM,0.726890756302521,0.7326075345392395,0.726890756302521,0.7275817072755538,D1,classification
4,LogisticRegression,0.8319327731092437,0.8317390113940313,0.8319327731092437,0.831776621454757,D1,classification
5,RandomForest,0.8360655737704918,0.8360655737704918,0.8360655737704918,0.8360655737704918,D2,classification
6,KNN,0.6885245901639344,0.6888488560619708,0.6885245901639344,0.6870031363302711,D2,classification
7,DecisionTree,0.7540983606557377,0.7708014571948998,0.7540983606557377,0.7522399946903829,D2,classification
8,SVM,0.7049180327868853,0.725050330744895,0.7049180327868853,0.6941182986264953,D2,classification
9,LogisticRegression,0.8852459016393442,0.8854765453126109,0.8852459016393442,0.8851220105749872,D2,classification
10,RandomForest,0.9853658536585366,0.9857839721254356,0.9853658536585366,0.9853637641109759,D3,classification
11,KNN,0.7317073170731707,0.731716605056378,0.7317073170731707,0.7316945476158553,D3,classification
12,DecisionTree,0.9853658536585366,0.9857839721254356,0.9853658536585366,0.9853637641109759,D3,classification
13,SVM,0.6829268292682927,0.686704394805491,0.6829268292682927,0.6811049623101273,D3,classification
14,LogisticRegression,0.7804878048780488,0.7902814777703379,0.7804878048780488,0.7784838497033619,D3,classification
15,RandomForest,0.7207792207792207,0.721938775510204,0.7207792207792207,0.7213282898562086,D5,classification
16,KNN,0.6623376623376623,0.6712245977185163,0.6623376623376623,0.6657943349753694,D5,classification
17,DecisionTree,0.7467532467532467,0.7589285714285714,0.7467532467532467,0.7503001200480192,D5,classification
18,SVM,0.7662337662337663,0.7613360869174822,0.7662337662337663,0.7586005830903791,D5,classification
19,LogisticRegression,0.7402597402597403,0.742500581350283,0.7402597402597403,0.7412536443148688,D5,classification
20,RandomForest,0.898595598805706,0.8850006231014674,0.898595598805706,0.8876509066324922,D6,classification
21,KNN,0.8762578790224483,0.8547962183361136,0.8762578790224483,0.8617610817132235,D6,classification
22,DecisionTree,0.8655313502156364,0.8664884956297988,0.8655313502156364,0.8660052678294455,D6,classification
23,SVM,0.8794647793873714,0.838755865354365,0.8794647793873714,0.8244422412690984,D6,classification
24,LogisticRegression,0.8838880902355413,0.8584493662249961,0.8838880902355413,0.8616366543548694,D6,classification
25,RandomForest,0.898595598805706,0.8850006231014674,0.898595598805706,0.8876509066324922,D7,classification
26,KNN,0.8762578790224483,0.8547962183361136,0.8762578790224483,0.8617610817132235,D7,classification
27,DecisionTree,0.8655313502156364,0.8664884956297988,0.8655313502156364,0.8660052678294455,D7,classification
28,SVM,0.8794647793873714,0.838755865354365,0.8794647793873714,0.8244422412690984,D7,classification
29,LogisticRegression,0.8838880902355413,0.8584493662249961,0.8838880902355413,0.8616366543548694,D7,classification
30,RandomForest,1.0,1.0,1.0,1.0,D8,classification
31,KNN,1.0,1.0,1.0,1.0,D8,classification
32,DecisionTree,1.0,1.0,1.0,1.0,D8,classification
33,SVM,0.9993846153846154,0.9993853445133066,0.9993846153846154,0.9993846009147576,D8,classification
34,LogisticRegression,1.0,1.0,1.0,1.0,D8,classification
35,RandomForest,1.0,1.0,1.0,1.0,D9,classification
36,KNN,1.0,1.0,1.0,1.0,D9,classification
37,DecisionTree,1.0,1.0,1.0,1.0,D9,classification
38,SVM,1.0,1.0,1.0,1.0,D9,classification
39,LogisticRegression,1.0,1.0,1.0,1.0,D9,classification
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42,DecisionTree,0.9298245614035088,0.9298245614035088,0.9298245614035088,0.9298245614035088,D10,classification
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50,RandomForest,1.0,1.0,1.0,1.0,D12,classification
51,KNN,0.4,0.38707371117254835,0.4,0.37531590518110186,D12,classification
52,DecisionTree,1.0,1.0,1.0,1.0,D12,classification
53,SVM,0.47,0.514357887874837,0.47,0.36430444373232446,D12,classification
54,LogisticRegression,0.415,0.4839447236180905,0.415,0.249132006227758,D12,classification
55,RandomForest,0.7419354838709677,0.6835637480798771,0.7419354838709677,0.7002481389578163,D13,classification
56,KNN,0.7741935483870968,0.5993756503642039,0.7741935483870968,0.6756598240469208,D13,classification
57,DecisionTree,0.5806451612903226,0.6004558204768584,0.5806451612903226,0.5901624342255778,D13,classification
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59,LogisticRegression,0.8064516129032258,0.7905707196029776,0.8064516129032258,0.7941935483870968,D13,classification
60,RandomForest,0.9436619718309859,0.9444564824846515,0.9436619718309859,0.9432588798785981,D14,classification
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62,DecisionTree,0.8873239436619719,0.8955551490762758,0.8873239436619719,0.884237599510104,D14,classification
63,SVM,0.9295774647887324,0.9369131455399062,0.9295774647887324,0.9280600647626331,D14,classification
64,LogisticRegression,0.8591549295774648,0.8857294711666225,0.8591549295774648,0.8511813635435803,D14,classification
65,RandomForest,0.75,0.7756211180124223,0.75,0.731718898385565,D16,classification
66,KNN,0.5333333333333333,0.44923629829290207,0.5333333333333333,0.4498106060606061,D16,classification
67,DecisionTree,0.6333333333333333,0.6253744116388533,0.6333333333333333,0.6228070175438596,D16,classification
68,SVM,0.5833333333333334,0.3402777777777778,0.5833333333333334,0.4298245614035087,D16,classification
69,LogisticRegression,0.8,0.8296296296296295,0.8,0.7875,D16,classification
70,RandomForest,0.9487179487179487,0.951734539969834,0.9487179487179487,0.9452214452214454,D17,classification
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85,RandomForest,0.7592592592592593,0.7696969696969698,0.7592592592592593,0.7642420658387542,D21,classification
86,KNN,0.7222222222222222,0.7767857142857143,0.7222222222222222,0.7442455242966751,D21,classification
87,DecisionTree,0.7037037037037037,0.770940170940171,0.7037037037037037,0.7301587301587302,D21,classification
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102,DecisionTree,0.75,0.7571428571428571,0.75,0.7482517482517483,D24,classification
103,SVM,0.5,0.25,0.5,0.3333333333333333,D24,classification
104,LogisticRegression,0.75,0.7571428571428571,0.75,0.7482517482517483,D24,classification
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107,DecisionTree,1.0,1.0,1.0,1.0,D25,classification
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109,LogisticRegression,0.9625,0.9631169709263014,0.9625,0.9626469085334696,D25,classification
110,RandomForest,1.0,1.0,1.0,1.0,D26,classification
111,KNN,0.7777777777777778,0.7777777777777778,0.7777777777777778,0.7777777777777778,D26,classification
112,DecisionTree,1.0,1.0,1.0,1.0,D26,classification
113,SVM,0.5555555555555556,0.8095238095238095,0.5555555555555556,0.5333333333333333,D26,classification
114,LogisticRegression,0.8888888888888888,0.9166666666666666,0.8888888888888888,0.8917748917748918,D26,classification
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127,DecisionTree,0.8,0.8,0.8,0.8,D31,classification
128,SVM,0.8,0.8,0.8,0.8,D31,classification
129,LogisticRegression,0.8,0.8,0.8,0.8,D31,classification
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155,RandomForest,0.8941605839416058,0.8867728531855957,0.8941605839416058,0.8872904914847103,D38,classification
156,KNN,0.8487429034874291,0.8241688538932633,0.8487429034874291,0.8232069696292892,D38,classification
157,DecisionTree,0.8584752635847527,0.8583376830850021,0.8584752635847527,0.8584062860572425,D38,classification
158,SVM,0.8349553933495539,0.8346883468834687,0.8349553933495539,0.7622101654224793,D38,classification
159,LogisticRegression,0.8694241686942417,0.8555434497290573,0.8694241686942417,0.850707023899795,D38,classification
160,RandomForest,0.9,0.8099999999999999,0.9,0.8526315789473683,D39,classification
161,KNN,0.85,0.8052631578947368,0.85,0.827027027027027,D39,classification
162,DecisionTree,0.85,0.8052631578947368,0.85,0.827027027027027,D39,classification
163,SVM,0.9,0.8099999999999999,0.9,0.8526315789473683,D39,classification
164,LogisticRegression,0.9,0.8099999999999999,0.9,0.8526315789473683,D39,classification
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166,KNN,0.5096153846153846,0.509575510226608,0.5096153846153846,0.5095577269924139,D41,classification
167,DecisionTree,0.6265182186234818,0.6265418182662023,0.6265182186234818,0.6265197490622858,D41,classification
168,SVM,0.4974696356275304,0.24747603837138785,0.4974696356275304,0.3305256179938238,D41,classification
169,LogisticRegression,0.7226720647773279,0.7226720647773279,0.7226720647773279,0.7226720647773279,D41,classification
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704,LogisticRegression,0.5185185185185185,0.581275720164609,0.5185185185185185,0.5012025012025012,D190,classification
705,RandomForest,1.0,1.0,1.0,1.0,D191,classification
706,KNN,0.7727272727272727,0.8,0.7727272727272727,0.7821067821067821,D191,classification
707,DecisionTree,1.0,1.0,1.0,1.0,D191,classification
708,SVM,0.5909090909090909,0.5123966942148761,0.5909090909090909,0.5319073083778967,D191,classification
709,LogisticRegression,0.8181818181818182,0.8272727272727274,0.8181818181818182,0.8195592286501377,D191,classification
710,RandomForest,0.9590409590409591,0.9590567169974707,0.9590409590409591,0.9590402232241019,D192,classification
711,KNN,0.962037962037962,0.9625070805195028,0.962037962037962,0.9620264404737869,D192,classification
712,DecisionTree,0.9530469530469531,0.9530623879474086,0.9530469530469531,0.9530461095495804,D192,classification
713,SVM,0.9630369630369631,0.9630820751966813,0.9630369630369631,0.963035487373844,D192,classification
714,LogisticRegression,0.9600399600399601,0.9601046523392437,0.9600399600399601,0.9600378063329197,D192,classification
715,RandomForest,0.5517241379310345,0.5530377668308702,0.5517241379310345,0.5517241379310345,D194,classification
716,KNN,0.5172413793103449,0.5235109717868338,0.5172413793103449,0.5102785145888594,D194,classification
717,DecisionTree,0.5517241379310345,0.5506792058516197,0.5517241379310345,0.5452037617554859,D194,classification
718,SVM,0.5172413793103449,0.5517241379310345,0.5172413793103449,0.4600725952813067,D194,classification
719,LogisticRegression,0.5517241379310345,0.5761494252873564,0.5517241379310345,0.528335832083958,D194,classification
720,RandomForest,0.9090909090909091,0.9178145087235997,0.9090909090909091,0.9122130394857668,D195,classification
721,KNN,1.0,1.0,1.0,1.0,D195,classification
722,DecisionTree,0.9696969696969697,0.9747474747474749,0.9696969696969697,0.9707376798285889,D195,classification
723,SVM,0.8181818181818182,0.7658402203856749,0.8181818181818182,0.7761784511784511,D195,classification
724,LogisticRegression,0.9696969696969697,0.9709595959595961,0.9696969696969697,0.9683358406762661,D195,classification
725,RandomForest,0.8986342943854325,0.8846010187240879,0.8986342943854325,0.8870718834679053,D196,classification
726,KNN,0.8921092564491654,0.8785040845937083,0.8921092564491654,0.8826544346514358,D196,classification
727,DecisionTree,0.8779969650986343,0.8785296033923803,0.8779969650986343,0.8782613918095262,D196,classification
728,SVM,0.8971168437025797,0.8805180944487818,0.8971168437025797,0.8787434936802534,D196,classification
729,LogisticRegression,0.8977238239757208,0.8816378667413626,0.8977238239757208,0.8815015247534012,D196,classification
730,RandomForest,0.9168246745038554,0.9170038033875743,0.9168246745038554,0.9168340188667807,D197,classification
731,KNN,0.9585387435216787,0.9592319322471361,0.9585387435216787,0.9585406316306478,D197,classification
732,DecisionTree,0.9290860826697004,0.930138839402055,0.9290860826697004,0.9290817995197078,D197,classification
733,SVM,0.8272026292504108,0.8272094366701865,0.8272026292504108,0.8271716262865143,D197,classification
734,LogisticRegression,0.8768802932625458,0.8788956451785267,0.8768802932625458,0.876599468868527,D197,classification
735,RandomForest,0.9026063100137174,0.9038609514339832,0.9026063100137174,0.9026202384522345,D198,classification
736,KNN,0.887517146776406,0.8931103360814966,0.887517146776406,0.887348130212287,D198,classification
737,DecisionTree,0.887517146776406,0.8891443894197609,0.887517146776406,0.8875218032244921,D198,classification
738,SVM,0.8175582990397805,0.8252084041103017,0.8175582990397805,0.8170115320518819,D198,classification
739,LogisticRegression,0.8861454046639232,0.8862925945397954,0.8861454046639232,0.886083585145588,D198,classification
740,RandomForest,1.0,1.0,1.0,1.0,D199,classification
741,KNN,0.5769230769230769,0.5494505494505495,0.5769230769230769,0.5628517823639775,D199,classification
742,DecisionTree,0.9230769230769231,0.9423076923076923,0.9230769230769231,0.9265471370734528,D199,classification
743,SVM,0.7692307692307693,0.591715976331361,0.7692307692307693,0.6688963210702341,D199,classification
744,LogisticRegression,1.0,1.0,1.0,1.0,D199,classification
745,RandomForest,0.6004,0.5967512488216636,0.6004,0.5984632995622902,D200,classification
746,KNN,0.6492,0.42146063999999994,0.6492,0.511109192335678,D200,classification
747,DecisionTree,0.5568,0.6025228684495005,0.5568,0.5668737283702634,D200,classification
748,SVM,0.6492,0.42146063999999994,0.6492,0.511109192335678,D200,classification
749,LogisticRegression,0.6922,0.6771150250069748,0.6922,0.6602782988516442,D200,classification