pc1 Round 1 Oracle: 666 Train: 222 Test: 221 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/pc1.arff nb TRUE 15 136 5 70 10 0.667 0.340 0.125 0.661 0.663 ../python/arff/defect/pc1.arff nb FALSE 206 10 70 5 136 0.660 0.333 0.965 0.661 0.663 ../python/arff/defect/pc1.arff nb+cliff TRUE 15 129 4 77 11 0.733 0.374 0.125 0.633 0.676 ../python/arff/defect/pc1.arff nb+cliff FALSE 206 11 77 4 129 0.626 0.267 0.970 0.633 0.676 ../python/arff/defect/pc1.arff 1NN+cliff TRUE 15 202 12 4 3 0.200 0.019 0.429 0.928 0.332 ../python/arff/defect/pc1.arff 1NN+cliff FALSE 206 3 4 12 202 0.981 0.800 0.944 0.928 0.332 Round 2 Oracle: 592 Train: 296 Test: 221 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/pc1.arff nb TRUE 15 134 4 72 11 0.733 0.350 0.133 0.656 0.689 ../python/arff/defect/pc1.arff nb FALSE 206 11 72 4 134 0.650 0.267 0.971 0.656 0.689 ../python/arff/defect/pc1.arff nb+cliff TRUE 15 127 4 79 11 0.733 0.383 0.122 0.624 0.670 ../python/arff/defect/pc1.arff nb+cliff FALSE 206 11 79 4 127 0.617 0.267 0.969 0.624 0.670 ../python/arff/defect/pc1.arff 1NN+cliff TRUE 15 201 12 5 3 0.200 0.024 0.375 0.923 0.332 ../python/arff/defect/pc1.arff 1NN+cliff FALSE 206 3 5 12 201 0.976 0.800 0.944 0.923 0.332 Round 3 Oracle: 518 Train: 370 Test: 221 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/pc1.arff nb TRUE 15 130 4 76 11 0.733 0.369 0.126 0.638 0.678 ../python/arff/defect/pc1.arff nb FALSE 206 11 76 4 130 0.631 0.267 0.970 0.638 0.678 ../python/arff/defect/pc1.arff nb+cliff TRUE 15 123 4 83 11 0.733 0.403 0.117 0.606 0.658 ../python/arff/defect/pc1.arff nb+cliff FALSE 206 11 83 4 123 0.597 0.267 0.969 0.606 0.658 ../python/arff/defect/pc1.arff 1NN+cliff TRUE 15 202 12 4 3 0.200 0.019 0.429 0.928 0.332 ../python/arff/defect/pc1.arff 1NN+cliff FALSE 206 3 4 12 202 0.981 0.800 0.944 0.928 0.332 Round 4 Oracle: 444 Train: 444 Test: 221 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/pc1.arff nb TRUE 15 129 4 77 11 0.733 0.374 0.125 0.633 0.676 ../python/arff/defect/pc1.arff nb FALSE 206 11 77 4 129 0.626 0.267 0.970 0.633 0.676 ../python/arff/defect/pc1.arff nb+cliff TRUE 15 118 4 88 11 0.733 0.427 0.111 0.584 0.643 ../python/arff/defect/pc1.arff nb+cliff FALSE 206 11 88 4 118 0.573 0.267 0.967 0.584 0.643 ../python/arff/defect/pc1.arff 1NN+cliff TRUE 15 198 11 8 4 0.267 0.039 0.333 0.914 0.418 ../python/arff/defect/pc1.arff 1NN+cliff FALSE 206 4 8 11 198 0.961 0.733 0.947 0.914 0.418 Round 5 Oracle: 370 Train: 518 Test: 221 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/pc1.arff nb TRUE 15 122 4 84 11 0.733 0.408 0.116 0.602 0.655 ../python/arff/defect/pc1.arff nb FALSE 206 11 84 4 122 0.592 0.267 0.968 0.602 0.655 ../python/arff/defect/pc1.arff nb+cliff TRUE 15 121 4 85 11 0.733 0.413 0.115 0.597 0.652 ../python/arff/defect/pc1.arff nb+cliff FALSE 206 11 85 4 121 0.587 0.267 0.968 0.597 0.652 ../python/arff/defect/pc1.arff 1NN+cliff TRUE 15 200 9 6 6 0.400 0.029 0.500 0.932 0.567 ../python/arff/defect/pc1.arff 1NN+cliff FALSE 206 6 6 9 200 0.971 0.600 0.957 0.932 0.567 Round 6 Oracle: 296 Train: 592 Test: 221 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/pc1.arff nb TRUE 15 118 4 88 11 0.733 0.427 0.111 0.584 0.643 ../python/arff/defect/pc1.arff nb FALSE 206 11 88 4 118 0.573 0.267 0.967 0.584 0.643 ../python/arff/defect/pc1.arff nb+cliff TRUE 15 130 5 76 10 0.667 0.369 0.116 0.633 0.648 ../python/arff/defect/pc1.arff nb+cliff FALSE 206 10 76 5 130 0.631 0.333 0.963 0.633 0.648 ../python/arff/defect/pc1.arff 1NN+cliff TRUE 15 202 12 4 3 0.200 0.019 0.429 0.928 0.332 ../python/arff/defect/pc1.arff 1NN+cliff FALSE 206 3 4 12 202 0.981 0.800 0.944 0.928 0.332 Round 7 Oracle: 222 Train: 666 Test: 221 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/pc1.arff nb TRUE 15 114 3 92 12 0.800 0.447 0.115 0.570 0.654 ../python/arff/defect/pc1.arff nb FALSE 206 12 92 3 114 0.553 0.200 0.974 0.570 0.654 ../python/arff/defect/pc1.arff nb+cliff TRUE 15 113 3 93 12 0.800 0.451 0.114 0.566 0.651 ../python/arff/defect/pc1.arff nb+cliff FALSE 206 12 93 3 113 0.549 0.200 0.974 0.566 0.651 ../python/arff/defect/pc1.arff 1NN+cliff TRUE 15 196 10 10 5 0.333 0.049 0.333 0.910 0.494 ../python/arff/defect/pc1.arff 1NN+cliff FALSE 206 5 10 10 196 0.951 0.667 0.951 0.910 0.494 Round 8 Oracle: 148 Train: 740 Test: 221 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/pc1.arff nb TRUE 15 113 3 93 12 0.800 0.451 0.114 0.566 0.651 ../python/arff/defect/pc1.arff nb FALSE 206 12 93 3 113 0.549 0.200 0.974 0.566 0.651 ../python/arff/defect/pc1.arff nb+cliff TRUE 15 113 3 93 12 0.800 0.451 0.114 0.566 0.651 ../python/arff/defect/pc1.arff nb+cliff FALSE 206 12 93 3 113 0.549 0.200 0.974 0.566 0.651 ../python/arff/defect/pc1.arff 1NN+cliff TRUE 15 197 11 9 4 0.267 0.044 0.308 0.910 0.417 ../python/arff/defect/pc1.arff 1NN+cliff FALSE 206 4 9 11 197 0.956 0.733 0.947 0.910 0.417 Round 9 Oracle: 74 Train: 814 Test: 221 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/pc1.arff nb TRUE 15 110 3 96 12 0.800 0.466 0.111 0.552 0.640 ../python/arff/defect/pc1.arff nb FALSE 206 12 96 3 110 0.534 0.200 0.973 0.552 0.640 ../python/arff/defect/pc1.arff nb+cliff TRUE 15 113 3 93 12 0.800 0.451 0.114 0.566 0.651 ../python/arff/defect/pc1.arff nb+cliff FALSE 206 12 93 3 113 0.549 0.200 0.974 0.566 0.651 ../python/arff/defect/pc1.arff 1NN+cliff TRUE 15 197 11 9 4 0.267 0.044 0.308 0.910 0.417 ../python/arff/defect/pc1.arff 1NN+cliff FALSE 206 4 9 11 197 0.956 0.733 0.947 0.910 0.417 Round 10 Oracle: 0 Train: 888 Test: 221 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/pc1.arff nb TRUE 15 115 3 91 12 0.800 0.442 0.117 0.575 0.658 ../python/arff/defect/pc1.arff nb FALSE 206 12 91 3 115 0.558 0.200 0.975 0.575 0.658 ../python/arff/defect/pc1.arff nb+cliff TRUE 15 110 3 96 12 0.800 0.466 0.111 0.552 0.640 ../python/arff/defect/pc1.arff nb+cliff FALSE 206 12 96 3 110 0.534 0.200 0.973 0.552 0.640 ../python/arff/defect/pc1.arff 1NN+cliff TRUE 15 197 11 9 4 0.267 0.044 0.308 0.910 0.417 ../python/arff/defect/pc1.arff 1NN+cliff FALSE 206 4 9 11 197 0.956 0.733 0.947 0.910 0.417