kc2 Round 1 Oracle: 314 Train: 104 Test: 104 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc2.arff nb TRUE 21 56 3 27 18 0.857 0.325 0.400 0.712 0.755 ../python/arff/defect/kc2.arff nb FALSE 83 18 27 3 56 0.675 0.143 0.949 0.712 0.755 ../python/arff/defect/kc2.arff nb+cliff TRUE 21 58 3 25 18 0.857 0.301 0.419 0.731 0.770 ../python/arff/defect/kc2.arff nb+cliff FALSE 83 18 25 3 58 0.699 0.143 0.951 0.731 0.770 ../python/arff/defect/kc2.arff 1NN+cliff TRUE 21 72 11 11 10 0.476 0.133 0.476 0.788 0.615 ../python/arff/defect/kc2.arff 1NN+cliff FALSE 83 10 11 11 72 0.867 0.524 0.867 0.788 0.615 Round 2 Oracle: 280 Train: 138 Test: 104 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc2.arff nb TRUE 21 57 3 26 18 0.857 0.313 0.409 0.721 0.763 ../python/arff/defect/kc2.arff nb FALSE 83 18 26 3 57 0.687 0.143 0.950 0.721 0.763 ../python/arff/defect/kc2.arff nb+cliff TRUE 21 60 3 23 18 0.857 0.277 0.439 0.750 0.784 ../python/arff/defect/kc2.arff nb+cliff FALSE 83 18 23 3 60 0.723 0.143 0.952 0.750 0.784 ../python/arff/defect/kc2.arff 1NN+cliff TRUE 21 76 13 7 8 0.381 0.084 0.533 0.808 0.538 ../python/arff/defect/kc2.arff 1NN+cliff FALSE 83 8 7 13 76 0.916 0.619 0.854 0.808 0.538 Round 3 Oracle: 246 Train: 172 Test: 104 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc2.arff nb TRUE 21 57 3 26 18 0.857 0.313 0.409 0.721 0.763 ../python/arff/defect/kc2.arff nb FALSE 83 18 26 3 57 0.687 0.143 0.950 0.721 0.763 ../python/arff/defect/kc2.arff nb+cliff TRUE 21 67 5 16 16 0.762 0.193 0.500 0.798 0.784 ../python/arff/defect/kc2.arff nb+cliff FALSE 83 16 16 5 67 0.807 0.238 0.931 0.798 0.784 ../python/arff/defect/kc2.arff 1NN+cliff TRUE 21 78 14 5 7 0.333 0.060 0.583 0.817 0.492 ../python/arff/defect/kc2.arff 1NN+cliff FALSE 83 7 5 14 78 0.940 0.667 0.848 0.817 0.492 Round 4 Oracle: 212 Train: 206 Test: 104 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc2.arff nb TRUE 21 57 3 26 18 0.857 0.313 0.409 0.721 0.763 ../python/arff/defect/kc2.arff nb FALSE 83 18 26 3 57 0.687 0.143 0.950 0.721 0.763 ../python/arff/defect/kc2.arff nb+cliff TRUE 21 67 5 16 16 0.762 0.193 0.500 0.798 0.784 ../python/arff/defect/kc2.arff nb+cliff FALSE 83 16 16 5 67 0.807 0.238 0.931 0.798 0.784 ../python/arff/defect/kc2.arff 1NN+cliff TRUE 21 78 13 5 8 0.381 0.060 0.615 0.827 0.542 ../python/arff/defect/kc2.arff 1NN+cliff FALSE 83 8 5 13 78 0.940 0.619 0.857 0.827 0.542 Round 5 Oracle: 178 Train: 240 Test: 104 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc2.arff nb TRUE 21 57 3 26 18 0.857 0.313 0.409 0.721 0.763 ../python/arff/defect/kc2.arff nb FALSE 83 18 26 3 57 0.687 0.143 0.950 0.721 0.763 ../python/arff/defect/kc2.arff nb+cliff TRUE 21 67 5 16 16 0.762 0.193 0.500 0.798 0.784 ../python/arff/defect/kc2.arff nb+cliff FALSE 83 16 16 5 67 0.807 0.238 0.931 0.798 0.784 ../python/arff/defect/kc2.arff 1NN+cliff TRUE 21 79 13 4 8 0.381 0.048 0.667 0.837 0.544 ../python/arff/defect/kc2.arff 1NN+cliff FALSE 83 8 4 13 79 0.952 0.619 0.859 0.837 0.544 Round 6 Oracle: 144 Train: 274 Test: 104 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc2.arff nb TRUE 21 57 3 26 18 0.857 0.313 0.409 0.721 0.763 ../python/arff/defect/kc2.arff nb FALSE 83 18 26 3 57 0.687 0.143 0.950 0.721 0.763 ../python/arff/defect/kc2.arff nb+cliff TRUE 21 67 5 16 16 0.762 0.193 0.500 0.798 0.784 ../python/arff/defect/kc2.arff nb+cliff FALSE 83 16 16 5 67 0.807 0.238 0.931 0.798 0.784 ../python/arff/defect/kc2.arff 1NN+cliff TRUE 21 79 13 4 8 0.381 0.048 0.667 0.837 0.544 ../python/arff/defect/kc2.arff 1NN+cliff FALSE 83 8 4 13 79 0.952 0.619 0.859 0.837 0.544 Round 7 Oracle: 110 Train: 308 Test: 104 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc2.arff nb TRUE 21 57 3 26 18 0.857 0.313 0.409 0.721 0.763 ../python/arff/defect/kc2.arff nb FALSE 83 18 26 3 57 0.687 0.143 0.950 0.721 0.763 ../python/arff/defect/kc2.arff nb+cliff TRUE 21 67 5 16 16 0.762 0.193 0.500 0.798 0.784 ../python/arff/defect/kc2.arff nb+cliff FALSE 83 16 16 5 67 0.807 0.238 0.931 0.798 0.784 ../python/arff/defect/kc2.arff 1NN+cliff TRUE 21 80 16 3 5 0.238 0.036 0.625 0.817 0.382 ../python/arff/defect/kc2.arff 1NN+cliff FALSE 83 5 3 16 80 0.964 0.762 0.833 0.817 0.382 Round 8 Oracle: 76 Train: 342 Test: 104 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc2.arff nb TRUE 21 57 3 26 18 0.857 0.313 0.409 0.721 0.763 ../python/arff/defect/kc2.arff nb FALSE 83 18 26 3 57 0.687 0.143 0.950 0.721 0.763 ../python/arff/defect/kc2.arff nb+cliff TRUE 21 64 4 19 17 0.810 0.229 0.472 0.779 0.790 ../python/arff/defect/kc2.arff nb+cliff FALSE 83 17 19 4 64 0.771 0.190 0.941 0.779 0.790 ../python/arff/defect/kc2.arff 1NN+cliff TRUE 21 79 16 4 5 0.238 0.048 0.556 0.808 0.381 ../python/arff/defect/kc2.arff 1NN+cliff FALSE 83 5 4 16 79 0.952 0.762 0.832 0.808 0.381 Round 9 Oracle: 42 Train: 376 Test: 104 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc2.arff nb TRUE 21 57 3 26 18 0.857 0.313 0.409 0.721 0.763 ../python/arff/defect/kc2.arff nb FALSE 83 18 26 3 57 0.687 0.143 0.950 0.721 0.763 ../python/arff/defect/kc2.arff nb+cliff TRUE 21 62 4 21 17 0.810 0.253 0.447 0.760 0.777 ../python/arff/defect/kc2.arff nb+cliff FALSE 83 17 21 4 62 0.747 0.190 0.939 0.760 0.777 ../python/arff/defect/kc2.arff 1NN+cliff TRUE 21 77 14 6 7 0.333 0.072 0.538 0.808 0.490 ../python/arff/defect/kc2.arff 1NN+cliff FALSE 83 7 6 14 77 0.928 0.667 0.846 0.808 0.490 Round 10 Oracle: 8 Train: 410 Test: 104 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc2.arff nb TRUE 21 57 3 26 18 0.857 0.313 0.409 0.721 0.763 ../python/arff/defect/kc2.arff nb FALSE 83 18 26 3 57 0.687 0.143 0.950 0.721 0.763 ../python/arff/defect/kc2.arff nb+cliff TRUE 21 61 3 22 18 0.857 0.265 0.450 0.760 0.791 ../python/arff/defect/kc2.arff nb+cliff FALSE 83 18 22 3 61 0.735 0.143 0.953 0.760 0.791 ../python/arff/defect/kc2.arff 1NN+cliff TRUE 21 77 14 6 7 0.333 0.072 0.538 0.808 0.490 ../python/arff/defect/kc2.arff 1NN+cliff FALSE 83 7 6 14 77 0.928 0.667 0.846 0.808 0.490