artifacts/classical/fold_metrics.csv

accuracy,precision,recall,f1,roc_auc,feature,model,fold,n_valid
0.9605911330049262,0.979381443298969,0.9405940594059405,0.9595959595959596,0.9887400504756357,tfidf,logistic_regression,1,203
0.9753694581280788,1.0,0.9504950495049505,0.9746192893401016,0.9933022714036109,tfidf,logistic_regression,2,203
0.9753694581280788,0.9897959183673469,0.9603960396039604,0.9748743718592965,0.9939817511162882,tfidf,logistic_regression,3,203
0.9458128078817734,0.96875,0.9207920792079208,0.9441624365482234,0.9888371190060182,tfidf,logistic_regression,4,203
0.9408866995073891,0.96875,0.9117647058823529,0.9393939393939394,0.9936905455251408,tfidf,logistic_regression,5,203
0.9556650246305419,0.9345794392523364,0.9803921568627451,0.9569377990430622,0.9921374490390216,tfidf,logistic_regression,6,203
0.9753694581280788,0.970873786407767,0.9803921568627451,0.975609756097561,0.9968938070277615,tfidf,logistic_regression,7,203
0.9605911330049262,0.9895833333333334,0.9313725490196079,0.9595959595959596,0.9946612308289653,tfidf,logistic_regression,8,203
0.9504950495049505,0.9789473684210527,0.9207920792079208,0.9489795918367347,0.9940201940986177,tfidf,logistic_regression,9,202
0.9702970297029703,0.9797979797979798,0.9603960396039604,0.97,0.9972551710616606,tfidf,logistic_regression,10,202
0.9704433497536946,0.9896907216494846,0.9504950495049505,0.9696969696969697,0.9955348476024073,tfidf,linear_svm,1,203
0.9852216748768473,1.0,0.9702970297029703,0.9849246231155779,0.99524364201126,tfidf,linear_svm,2,203
0.9852216748768473,0.99,0.9801980198019802,0.9850746268656716,0.9951465734808775,tfidf,linear_svm,3,203
0.9458128078817734,0.9591836734693877,0.9306930693069307,0.9447236180904522,0.9890312560667831,tfidf,linear_svm,4,203
0.9458128078817734,0.9690721649484536,0.9215686274509803,0.9447236180904522,0.9958260531935546,tfidf,linear_svm,5,203
0.9556650246305419,0.9514563106796117,0.9607843137254902,0.9560975609756097,0.9938846825859057,tfidf,linear_svm,6,203
0.9901477832512315,0.9807692307692307,1.0,0.9902912621359223,0.9966996699669967,tfidf,linear_svm,7,203
0.9655172413793104,0.9797979797979798,0.9509803921568627,0.9651741293532339,0.9977674238012035,tfidf,linear_svm,8,203
0.9603960396039604,0.9894736842105263,0.9306930693069307,0.9591836734693877,0.9941182237035585,tfidf,linear_svm,9,202
0.9801980198019802,0.9801980198019802,0.9801980198019802,0.9801980198019802,0.9985295559258895,tfidf,linear_svm,10,202
0.9359605911330049,0.9150943396226415,0.9603960396039604,0.9371980676328503,0.9880605707629587,tfidf,random_forest,1,203
0.9458128078817734,0.9411764705882353,0.9504950495049505,0.9458128078817734,0.9909726266744321,tfidf,random_forest,2,203
0.9704433497536946,0.9702970297029703,0.9702970297029703,0.9702970297029703,0.9925257231605513,tfidf,random_forest,3,203
0.9507389162561576,0.941747572815534,0.9603960396039604,0.9509803921568627,0.9841778295476606,tfidf,random_forest,4,203
0.9408866995073891,0.9245283018867925,0.9607843137254902,0.9423076923076923,0.9881576392933411,tfidf,random_forest,5,203
0.916256157635468,0.8828828828828829,0.9607843137254902,0.92018779342723,0.9802950883323627,tfidf,random_forest,6,203
0.9310344827586207,0.9230769230769231,0.9411764705882353,0.9320388349514563,0.9866045428072219,tfidf,random_forest,7,203
0.9458128078817734,0.9504950495049505,0.9411764705882353,0.9458128078817734,0.9867986798679869,tfidf,random_forest,8,203
0.9356435643564357,0.9489795918367347,0.9207920792079208,0.9346733668341709,0.9912753651602784,tfidf,random_forest,9,202
0.9702970297029703,0.9611650485436893,0.9801980198019802,0.9705882352941176,0.9931379276541517,tfidf,random_forest,10,202
0.9408866995073891,0.9494949494949495,0.9306930693069307,0.94,0.9880605707629586,tfidf,extra_trees,1,203
0.9507389162561576,0.9504950495049505,0.9504950495049505,0.9504950495049505,0.9937876140555232,tfidf,extra_trees,2,203
0.9802955665024631,0.98989898989899,0.9702970297029703,0.98,0.9927198602213163,tfidf,extra_trees,3,203
0.9507389162561576,0.9690721649484536,0.9306930693069307,0.9494949494949495,0.9913609007959618,tfidf,extra_trees,4,203
0.9605911330049262,0.9795918367346939,0.9411764705882353,0.96,0.9951465734808775,tfidf,extra_trees,5,203
0.9310344827586207,0.9150943396226415,0.9509803921568627,0.9326923076923077,0.9867016113376043,tfidf,extra_trees,6,203
0.9507389162561576,0.9509803921568627,0.9509803921568627,0.9509803921568627,0.9919433119782566,tfidf,extra_trees,7,203
0.9310344827586207,0.94,0.9215686274509803,0.9306930693069307,0.9895165987186955,tfidf,extra_trees,8,203
0.9554455445544554,0.96,0.9504950495049505,0.9552238805970149,0.9940201940986177,tfidf,extra_trees,9,202
0.9702970297029703,0.9797979797979798,0.9603960396039604,0.97,0.9942162533084992,tfidf,extra_trees,10,202
0.896551724137931,0.9081632653061225,0.8811881188118812,0.8944723618090452,0.9764123471170647,tfidf,gradient_boosting,1,203
0.916256157635468,0.9375,0.8910891089108911,0.9137055837563451,0.9801980198019802,tfidf,gradient_boosting,2,203
0.9458128078817734,0.95,0.9405940594059405,0.945273631840796,0.9851970491166764,tfidf,gradient_boosting,3,203
0.9014778325123153,0.9354838709677419,0.8613861386138614,0.8969072164948454,0.9653950689186565,tfidf,gradient_boosting,4,203
0.9064039408866995,0.9278350515463918,0.8823529411764706,0.9045226130653267,0.9652494661230829,tfidf,gradient_boosting,5,203
0.9014778325123153,0.8942307692307693,0.9117647058823529,0.9029126213592233,0.967676179382644,tfidf,gradient_boosting,6,203
0.9359605911330049,0.9405940594059405,0.9313725490196079,0.9359605911330049,0.9850514463211028,tfidf,gradient_boosting,7,203
0.9064039408866995,0.946236559139785,0.8627450980392157,0.9025641025641026,0.9619976703552708,tfidf,gradient_boosting,8,203
0.8960396039603961,0.9166666666666666,0.8712871287128713,0.8934010152284264,0.9630428389373591,tfidf,gradient_boosting,9,202
0.9405940594059405,0.9494949494949495,0.9306930693069307,0.94,0.9850504852465445,tfidf,gradient_boosting,10,202
0.9704433497536946,0.9702970297029703,0.9702970297029703,0.9702970297029703,0.9916521063871093,word2vec,logistic_regression,1,203
0.9950738916256158,1.0,0.9900990099009901,0.9950248756218906,0.9990293146961755,word2vec,logistic_regression,2,203
0.9901477832512315,0.9900990099009901,0.9900990099009901,0.9900990099009901,0.9949524364201127,word2vec,logistic_regression,3,203
0.9458128078817734,0.96875,0.9207920792079208,0.9441624365482234,0.9911667637351971,word2vec,logistic_regression,4,203
0.9359605911330049,0.9405940594059405,0.9313725490196079,0.9359605911330049,0.9918462434478742,word2vec,logistic_regression,5,203
0.9507389162561576,0.9339622641509434,0.9705882352941176,0.9519230769230769,0.9905843525529023,word2vec,logistic_regression,6,203
0.9556650246305419,0.9428571428571428,0.9705882352941176,0.9565217391304348,0.9963113958454668,word2vec,logistic_regression,7,203
0.9704433497536946,0.98,0.9607843137254902,0.9702970297029703,0.9915550378567268,word2vec,logistic_regression,8,203
0.9554455445544554,0.9693877551020408,0.9405940594059405,0.9547738693467337,0.9929418684442702,word2vec,logistic_regression,9,202
0.9653465346534653,0.97,0.9603960396039604,0.9651741293532339,0.9954906381727282,word2vec,logistic_regression,10,202
0.9655172413793104,0.9795918367346939,0.9504950495049505,0.964824120603015,0.9859250630945448,word2vec,linear_svm,1,203
0.9901477832512315,1.0,0.9801980198019802,0.99,0.998932246165793,word2vec,linear_svm,2,203
0.9802955665024631,0.98989898989899,0.9702970297029703,0.98,0.9962143273150845,word2vec,linear_svm,3,203
0.9408866995073891,0.968421052631579,0.9108910891089109,0.9387755102040817,0.9890312560667832,word2vec,linear_svm,4,203
0.9458128078817734,0.9595959595959596,0.9313725490196079,0.945273631840796,0.9890312560667831,word2vec,linear_svm,5,203
0.9458128078817734,0.9252336448598131,0.9705882352941176,0.9473684210526315,0.9887400504756357,word2vec,linear_svm,6,203
0.9507389162561576,0.9339622641509434,0.9705882352941176,0.9519230769230769,0.9952436420112599,word2vec,linear_svm,7,203
0.9655172413793104,0.9797979797979798,0.9509803921568627,0.9651741293532339,0.9964084643758493,word2vec,linear_svm,8,203
0.9504950495049505,0.9690721649484536,0.9306930693069307,0.9494949494949495,0.9901970395059307,word2vec,linear_svm,9,202
0.9603960396039604,0.9603960396039604,0.9603960396039604,0.9603960396039604,0.9950004901480247,word2vec,linear_svm,10,202
0.9458128078817734,0.9411764705882353,0.9504950495049505,0.9458128078817734,0.9868957483983692,word2vec,random_forest,1,203
0.9901477832512315,1.0,0.9801980198019802,0.99,0.9985439720442633,word2vec,random_forest,2,203
0.9753694581280788,0.9897959183673469,0.9603960396039604,0.9748743718592965,0.9935934769947583,word2vec,random_forest,3,203
0.9507389162561576,0.9504950495049505,0.9504950495049505,0.9504950495049505,0.9907784896136672,word2vec,random_forest,4,203
0.9507389162561576,0.9509803921568627,0.9509803921568627,0.9509803921568627,0.9945641622985828,word2vec,random_forest,5,203
0.9310344827586207,0.9150943396226415,0.9509803921568627,0.9326923076923077,0.9862162686856921,word2vec,random_forest,6,203
0.9507389162561576,0.9423076923076923,0.9607843137254902,0.9514563106796117,0.9936905455251408,word2vec,random_forest,7,203
0.9605911330049262,0.97,0.9509803921568627,0.9603960396039604,0.9953407105416425,word2vec,random_forest,8,203
0.9603960396039604,1.0,0.9207920792079208,0.9587628865979382,0.9967650230369571,word2vec,random_forest,9,202
0.9752475247524752,0.98,0.9702970297029703,0.9751243781094527,0.9917655131849819,word2vec,random_forest,10,202
0.9556650246305419,0.9509803921568627,0.9603960396039604,0.9556650246305419,0.9923315860997864,word2vec,extra_trees,1,203
0.9852216748768473,1.0,0.9702970297029703,0.9849246231155779,0.9992234517569404,word2vec,extra_trees,2,203
0.9704433497536946,0.9797979797979798,0.9603960396039604,0.97,0.9923315860997864,word2vec,extra_trees,3,203
0.9605911330049262,0.9696969696969697,0.9504950495049505,0.96,0.993302271403611,word2vec,extra_trees,4,203
0.9507389162561576,0.9509803921568627,0.9509803921568627,0.9509803921568627,0.9939817511162881,word2vec,extra_trees,5,203
0.9507389162561576,0.9259259259259259,0.9803921568627451,0.9523809523809523,0.9889341875364006,word2vec,extra_trees,6,203
0.9605911330049262,0.9519230769230769,0.9705882352941176,0.9611650485436893,0.9947582993593477,word2vec,extra_trees,7,203
0.9556650246305419,0.9603960396039604,0.9509803921568627,0.9556650246305419,0.9937876140555233,word2vec,extra_trees,8,203
0.9603960396039604,0.9894736842105263,0.9306930693069307,0.9591836734693877,0.9962748750122538,word2vec,extra_trees,9,202
0.9752475247524752,0.98,0.9702970297029703,0.9751243781094527,0.9954906381727282,word2vec,extra_trees,10,202
0.9507389162561576,0.9504950495049505,0.9504950495049505,0.9504950495049505,0.9896136672490778,word2vec,gradient_boosting,1,203
0.9852216748768473,0.99,0.9801980198019802,0.9850746268656716,0.9990293146961755,word2vec,gradient_boosting,2,203
0.9605911330049262,0.9894736842105263,0.9306930693069307,0.9591836734693877,0.9947582993593478,word2vec,gradient_boosting,3,203
0.9458128078817734,0.9411764705882353,0.9504950495049505,0.9458128078817734,0.9926227916909338,word2vec,gradient_boosting,4,203
0.9605911330049262,0.9607843137254902,0.9607843137254902,0.9607843137254902,0.9946612308289653,word2vec,gradient_boosting,5,203
0.9211822660098522,0.9134615384615384,0.9313725490196079,0.9223300970873787,0.9867016113376044,word2vec,gradient_boosting,6,203
0.9507389162561576,0.9423076923076923,0.9607843137254902,0.9514563106796117,0.9947582993593477,word2vec,gradient_boosting,7,203
0.9704433497536946,0.9705882352941176,0.9705882352941176,0.9705882352941176,0.9946612308289652,word2vec,gradient_boosting,8,203
0.9603960396039604,0.9894736842105263,0.9306930693069307,0.9591836734693877,0.9954906381727282,word2vec,gradient_boosting,9,202
0.9653465346534653,0.9607843137254902,0.9702970297029703,0.9655172413793104,0.993333986864033,word2vec,gradient_boosting,10,202