kc3 Round 1 Oracle: 276 Train: 91 Test: 91 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc3.arff nb TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff 1NN+cliff TRUE 8 77 8 6 0 0.000 0.072 0.000 0.846 0.000 ../python/arff/defect/kc3.arff 1NN+cliff FALSE 83 0 6 8 77 0.928 1.000 0.906 0.846 0.000 Round 2 Oracle: 246 Train: 121 Test: 91 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc3.arff nb TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff 1NN+cliff TRUE 8 77 8 6 0 0.000 0.072 0.000 0.846 0.000 ../python/arff/defect/kc3.arff 1NN+cliff FALSE 83 0 6 8 77 0.928 1.000 0.906 0.846 0.000 Round 3 Oracle: 216 Train: 151 Test: 91 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc3.arff nb TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff 1NN+cliff TRUE 8 78 8 5 0 0.000 0.060 0.000 0.857 0.000 ../python/arff/defect/kc3.arff 1NN+cliff FALSE 83 0 5 8 78 0.940 1.000 0.907 0.857 0.000 Round 4 Oracle: 186 Train: 181 Test: 91 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc3.arff nb TRUE 8 49 0 34 8 1.000 0.410 0.190 0.626 0.742 ../python/arff/defect/kc3.arff nb FALSE 83 8 34 0 49 0.590 0.000 1.000 0.626 0.742 ../python/arff/defect/kc3.arff nb+cliff TRUE 8 49 0 34 8 1.000 0.410 0.190 0.626 0.742 ../python/arff/defect/kc3.arff nb+cliff FALSE 83 8 34 0 49 0.590 0.000 1.000 0.626 0.742 ../python/arff/defect/kc3.arff 1NN+cliff TRUE 8 77 8 6 0 0.000 0.072 0.000 0.846 0.000 ../python/arff/defect/kc3.arff 1NN+cliff FALSE 83 0 6 8 77 0.928 1.000 0.906 0.846 0.000 Round 5 Oracle: 156 Train: 211 Test: 91 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc3.arff nb TRUE 8 49 0 34 8 1.000 0.410 0.190 0.626 0.742 ../python/arff/defect/kc3.arff nb FALSE 83 8 34 0 49 0.590 0.000 1.000 0.626 0.742 ../python/arff/defect/kc3.arff nb+cliff TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff 1NN+cliff TRUE 8 78 8 5 0 0.000 0.060 0.000 0.857 0.000 ../python/arff/defect/kc3.arff 1NN+cliff FALSE 83 0 5 8 78 0.940 1.000 0.907 0.857 0.000 Round 6 Oracle: 126 Train: 241 Test: 91 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc3.arff nb TRUE 8 49 0 34 8 1.000 0.410 0.190 0.626 0.742 ../python/arff/defect/kc3.arff nb FALSE 83 8 34 0 49 0.590 0.000 1.000 0.626 0.742 ../python/arff/defect/kc3.arff nb+cliff TRUE 8 49 0 34 8 1.000 0.410 0.190 0.626 0.742 ../python/arff/defect/kc3.arff nb+cliff FALSE 83 8 34 0 49 0.590 0.000 1.000 0.626 0.742 ../python/arff/defect/kc3.arff 1NN+cliff TRUE 8 80 7 3 1 0.125 0.036 0.250 0.890 0.221 ../python/arff/defect/kc3.arff 1NN+cliff FALSE 83 1 3 7 80 0.964 0.875 0.920 0.890 0.221 Round 7 Oracle: 96 Train: 271 Test: 91 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc3.arff nb TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff 1NN+cliff TRUE 8 78 5 5 3 0.375 0.060 0.375 0.890 0.536 ../python/arff/defect/kc3.arff 1NN+cliff FALSE 83 3 5 5 78 0.940 0.625 0.940 0.890 0.536 Round 8 Oracle: 66 Train: 301 Test: 91 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc3.arff nb TRUE 8 49 0 34 8 1.000 0.410 0.190 0.626 0.742 ../python/arff/defect/kc3.arff nb FALSE 83 8 34 0 49 0.590 0.000 1.000 0.626 0.742 ../python/arff/defect/kc3.arff nb+cliff TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff 1NN+cliff TRUE 8 78 5 5 3 0.375 0.060 0.375 0.890 0.536 ../python/arff/defect/kc3.arff 1NN+cliff FALSE 83 3 5 5 78 0.940 0.625 0.940 0.890 0.536 Round 9 Oracle: 36 Train: 331 Test: 91 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc3.arff nb TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff 1NN+cliff TRUE 8 75 5 8 3 0.375 0.096 0.273 0.857 0.530 ../python/arff/defect/kc3.arff 1NN+cliff FALSE 83 3 8 5 75 0.904 0.625 0.938 0.857 0.530 Round 10 Oracle: 6 Train: 361 Test: 91 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc3.arff nb TRUE 8 49 1 34 7 0.875 0.410 0.171 0.615 0.705 ../python/arff/defect/kc3.arff nb FALSE 83 7 34 1 49 0.590 0.125 0.980 0.615 0.705 ../python/arff/defect/kc3.arff nb+cliff TRUE 8 50 1 33 7 0.875 0.398 0.175 0.626 0.714 ../python/arff/defect/kc3.arff nb+cliff FALSE 83 7 33 1 50 0.602 0.125 0.980 0.626 0.714 ../python/arff/defect/kc3.arff 1NN+cliff TRUE 8 75 6 8 2 0.250 0.096 0.200 0.846 0.392 ../python/arff/defect/kc3.arff 1NN+cliff FALSE 83 2 8 6 75 0.904 0.750 0.926 0.846 0.392