mw1 Round 1 Oracle: 243 Train: 80 Test: 80 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/mw1.arff nb TRUE 6 51 2 23 4 0.667 0.311 0.148 0.688 0.678 ../python/arff/defect/mw1.arff nb FALSE 74 4 23 2 51 0.689 0.333 0.962 0.688 0.678 ../python/arff/defect/mw1.arff nb+cliff TRUE 6 51 2 23 4 0.667 0.311 0.148 0.688 0.678 ../python/arff/defect/mw1.arff nb+cliff FALSE 74 4 23 2 51 0.689 0.333 0.962 0.688 0.678 ../python/arff/defect/mw1.arff 1NN+cliff TRUE 6 66 3 8 3 0.500 0.108 0.273 0.863 0.641 ../python/arff/defect/mw1.arff 1NN+cliff FALSE 74 3 8 3 66 0.892 0.500 0.957 0.863 0.641 Round 2 Oracle: 216 Train: 107 Test: 80 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/mw1.arff nb TRUE 6 51 2 23 4 0.667 0.311 0.148 0.688 0.678 ../python/arff/defect/mw1.arff nb FALSE 74 4 23 2 51 0.689 0.333 0.962 0.688 0.678 ../python/arff/defect/mw1.arff nb+cliff TRUE 6 51 2 23 4 0.667 0.311 0.148 0.688 0.678 ../python/arff/defect/mw1.arff nb+cliff FALSE 74 4 23 2 51 0.689 0.333 0.962 0.688 0.678 ../python/arff/defect/mw1.arff 1NN+cliff TRUE 6 69 2 5 4 0.667 0.068 0.444 0.912 0.777 ../python/arff/defect/mw1.arff 1NN+cliff FALSE 74 4 5 2 69 0.932 0.333 0.972 0.912 0.777 Round 3 Oracle: 189 Train: 134 Test: 80 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/mw1.arff nb TRUE 6 51 2 23 4 0.667 0.311 0.148 0.688 0.678 ../python/arff/defect/mw1.arff nb FALSE 74 4 23 2 51 0.689 0.333 0.962 0.688 0.678 ../python/arff/defect/mw1.arff nb+cliff TRUE 6 51 2 23 4 0.667 0.311 0.148 0.688 0.678 ../python/arff/defect/mw1.arff nb+cliff FALSE 74 4 23 2 51 0.689 0.333 0.962 0.688 0.678 ../python/arff/defect/mw1.arff 1NN+cliff TRUE 6 68 2 6 4 0.667 0.081 0.400 0.900 0.773 ../python/arff/defect/mw1.arff 1NN+cliff FALSE 74 4 6 2 68 0.919 0.333 0.971 0.900 0.773 Round 4 Oracle: 162 Train: 161 Test: 80 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/mw1.arff nb TRUE 6 51 2 23 4 0.667 0.311 0.148 0.688 0.678 ../python/arff/defect/mw1.arff nb FALSE 74 4 23 2 51 0.689 0.333 0.962 0.688 0.678 ../python/arff/defect/mw1.arff nb+cliff TRUE 6 51 2 23 4 0.667 0.311 0.148 0.688 0.678 ../python/arff/defect/mw1.arff nb+cliff FALSE 74 4 23 2 51 0.689 0.333 0.962 0.688 0.678 ../python/arff/defect/mw1.arff 1NN+cliff TRUE 6 68 3 6 3 0.500 0.081 0.333 0.887 0.648 ../python/arff/defect/mw1.arff 1NN+cliff FALSE 74 3 6 3 68 0.919 0.500 0.958 0.887 0.648 Round 5 Oracle: 135 Train: 188 Test: 80 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/mw1.arff nb TRUE 6 51 2 23 4 0.667 0.311 0.148 0.688 0.678 ../python/arff/defect/mw1.arff nb FALSE 74 4 23 2 51 0.689 0.333 0.962 0.688 0.678 ../python/arff/defect/mw1.arff nb+cliff TRUE 6 51 2 23 4 0.667 0.311 0.148 0.688 0.678 ../python/arff/defect/mw1.arff nb+cliff FALSE 74 4 23 2 51 0.689 0.333 0.962 0.688 0.678 ../python/arff/defect/mw1.arff 1NN+cliff TRUE 6 69 3 5 3 0.500 0.068 0.375 0.900 0.651 ../python/arff/defect/mw1.arff 1NN+cliff FALSE 74 3 5 3 69 0.932 0.500 0.958 0.900 0.651 Round 6 Oracle: 108 Train: 215 Test: 80 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/mw1.arff nb TRUE 6 48 2 26 4 0.667 0.351 0.133 0.650 0.658 ../python/arff/defect/mw1.arff nb FALSE 74 4 26 2 48 0.649 0.333 0.960 0.650 0.658 ../python/arff/defect/mw1.arff nb+cliff TRUE 6 48 2 26 4 0.667 0.351 0.133 0.650 0.658 ../python/arff/defect/mw1.arff nb+cliff FALSE 74 4 26 2 48 0.649 0.333 0.960 0.650 0.658 ../python/arff/defect/mw1.arff 1NN+cliff TRUE 6 69 2 5 4 0.667 0.068 0.444 0.912 0.777 ../python/arff/defect/mw1.arff 1NN+cliff FALSE 74 4 5 2 69 0.932 0.333 0.972 0.912 0.777 Round 7 Oracle: 81 Train: 242 Test: 80 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/mw1.arff nb TRUE 6 47 2 27 4 0.667 0.365 0.129 0.637 0.651 ../python/arff/defect/mw1.arff nb FALSE 74 4 27 2 47 0.635 0.333 0.959 0.637 0.651 ../python/arff/defect/mw1.arff nb+cliff TRUE 6 47 2 27 4 0.667 0.365 0.129 0.637 0.651 ../python/arff/defect/mw1.arff nb+cliff FALSE 74 4 27 2 47 0.635 0.333 0.959 0.637 0.651 ../python/arff/defect/mw1.arff 1NN+cliff TRUE 6 69 2 5 4 0.667 0.068 0.444 0.912 0.777 ../python/arff/defect/mw1.arff 1NN+cliff FALSE 74 4 5 2 69 0.932 0.333 0.972 0.912 0.777 Round 8 Oracle: 54 Train: 269 Test: 80 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/mw1.arff nb TRUE 6 46 2 28 4 0.667 0.378 0.125 0.625 0.643 ../python/arff/defect/mw1.arff nb FALSE 74 4 28 2 46 0.622 0.333 0.958 0.625 0.643 ../python/arff/defect/mw1.arff nb+cliff TRUE 6 46 2 28 4 0.667 0.378 0.125 0.625 0.643 ../python/arff/defect/mw1.arff nb+cliff FALSE 74 4 28 2 46 0.622 0.333 0.958 0.625 0.643 ../python/arff/defect/mw1.arff 1NN+cliff TRUE 6 68 2 6 4 0.667 0.081 0.400 0.900 0.773 ../python/arff/defect/mw1.arff 1NN+cliff FALSE 74 4 6 2 68 0.919 0.333 0.971 0.900 0.773 Round 9 Oracle: 27 Train: 296 Test: 80 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/mw1.arff nb TRUE 6 46 2 28 4 0.667 0.378 0.125 0.625 0.643 ../python/arff/defect/mw1.arff nb FALSE 74 4 28 2 46 0.622 0.333 0.958 0.625 0.643 ../python/arff/defect/mw1.arff nb+cliff TRUE 6 46 2 28 4 0.667 0.378 0.125 0.625 0.643 ../python/arff/defect/mw1.arff nb+cliff FALSE 74 4 28 2 46 0.622 0.333 0.958 0.625 0.643 ../python/arff/defect/mw1.arff 1NN+cliff TRUE 6 68 2 6 4 0.667 0.081 0.400 0.900 0.773 ../python/arff/defect/mw1.arff 1NN+cliff FALSE 74 4 6 2 68 0.919 0.333 0.971 0.900 0.773 Round 10 Oracle: 0 Train: 323 Test: 80 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/mw1.arff nb TRUE 6 44 2 30 4 0.667 0.405 0.118 0.600 0.629 ../python/arff/defect/mw1.arff nb FALSE 74 4 30 2 44 0.595 0.333 0.957 0.600 0.629 ../python/arff/defect/mw1.arff nb+cliff TRUE 6 44 2 30 4 0.667 0.405 0.118 0.600 0.629 ../python/arff/defect/mw1.arff nb+cliff FALSE 74 4 30 2 44 0.595 0.333 0.957 0.600 0.629 ../python/arff/defect/mw1.arff 1NN+cliff TRUE 6 68 2 6 4 0.667 0.081 0.400 0.900 0.773 ../python/arff/defect/mw1.arff 1NN+cliff FALSE 74 4 6 2 68 0.919 0.333 0.971 0.900 0.773