47 lines
2.8 KiB
Plaintext
47 lines
2.8 KiB
Plaintext
,classifier_a,classifier_b,metric,pvalue
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1,DecisionTreeClassifier,GaussianNB,precision,0.08929133280531223
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2,DecisionTreeClassifier,GaussianNB,recall,3.877480505802584e-18
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3,DecisionTreeClassifier,GaussianNB,f1,3.896340037647931e-18
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4,DecisionTreeClassifier,MLPClassifier,precision,0.4012348497407896
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5,DecisionTreeClassifier,MLPClassifier,recall,0.011820059675817408
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6,DecisionTreeClassifier,MLPClassifier,f1,0.4710651684151138
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7,DecisionTreeClassifier,RandomForestClassifier,precision,8.283473187323235e-12
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8,DecisionTreeClassifier,RandomForestClassifier,recall,0.3276029575034267
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9,DecisionTreeClassifier,RandomForestClassifier,f1,1.4515097813437996e-10
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10,DecisionTreeClassifier,SVC,precision,6.472995016722292e-16
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11,DecisionTreeClassifier,SVC,recall,3.864155888689142e-18
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12,DecisionTreeClassifier,SVC,f1,3.896559845095909e-18
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13,GaussianNB,MLPClassifier,precision,0.03476088049603166
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14,GaussianNB,MLPClassifier,recall,3.873544128513129e-18
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15,GaussianNB,MLPClassifier,f1,3.896120241954008e-18
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16,GaussianNB,RandomForestClassifier,precision,5.027978595522601e-10
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17,GaussianNB,RandomForestClassifier,recall,3.8656827355135645e-18
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18,GaussianNB,RandomForestClassifier,f1,3.896120241954008e-18
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19,GaussianNB,SVC,precision,7.361006463422299e-13
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20,GaussianNB,SVC,recall,3.881639684405151e-18
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21,GaussianNB,SVC,f1,4.265842540306607e-18
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22,MLPClassifier,RandomForestClassifier,precision,2.9302015489842885e-09
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23,MLPClassifier,RandomForestClassifier,recall,0.00010909237805840521
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24,MLPClassifier,RandomForestClassifier,f1,1.1542838431590428e-11
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25,MLPClassifier,SVC,precision,3.6744416439536415e-16
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26,MLPClassifier,SVC,recall,5.645631221640026e-18
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27,MLPClassifier,SVC,f1,5.112831740936498e-18
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28,RandomForestClassifier,SVC,precision,4.0161556854627e-18
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29,RandomForestClassifier,SVC,recall,3.8584897469079895e-18
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30,RandomForestClassifier,SVC,f1,3.896559845095909e-18
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31,BiasedClassifier,DecisionTreeClassifier,precision,3.881858705649312e-18
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32,BiasedClassifier,DecisionTreeClassifier,recall,1.0267247842714985e-14
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33,BiasedClassifier,DecisionTreeClassifier,f1,3.881858705649312e-18
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34,BiasedClassifier,GaussianNB,precision,3.876167958900271e-18
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35,BiasedClassifier,GaussianNB,recall,3.7861845925093915e-18
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36,BiasedClassifier,GaussianNB,f1,4.22499456189738e-16
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37,BiasedClassifier,MLPClassifier,precision,3.887338045617697e-18
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38,BiasedClassifier,MLPClassifier,recall,2.2417567344517687e-15
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39,BiasedClassifier,MLPClassifier,f1,3.886680137925553e-18
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40,BiasedClassifier,RandomForestClassifier,precision,3.8798879361158955e-18
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41,BiasedClassifier,RandomForestClassifier,recall,4.647240654275836e-14
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42,BiasedClassifier,RandomForestClassifier,f1,3.8798879361158955e-18
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43,BiasedClassifier,SVC,precision,3.890848669938197e-18
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44,BiasedClassifier,SVC,recall,3.803119001919453e-18
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45,BiasedClassifier,SVC,f1,4.337936940303975e-17
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