kc1 Round 1 Oracle: 1266 Train: 422 Test: 421 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc1.arff nb TRUE 65 229 13 127 52 0.800 0.357 0.291 0.667 0.713 ../python/arff/defect/kc1.arff nb FALSE 356 52 127 13 229 0.643 0.200 0.946 0.667 0.713 ../python/arff/defect/kc1.arff nb+cliff TRUE 65 252 21 104 44 0.677 0.292 0.297 0.703 0.692 ../python/arff/defect/kc1.arff nb+cliff FALSE 356 44 104 21 252 0.708 0.323 0.923 0.703 0.692 ../python/arff/defect/kc1.arff 1NN+cliff TRUE 65 334 49 22 16 0.246 0.062 0.421 0.831 0.390 ../python/arff/defect/kc1.arff 1NN+cliff FALSE 356 16 22 49 334 0.938 0.754 0.872 0.831 0.390 Round 2 Oracle: 1126 Train: 562 Test: 421 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc1.arff nb TRUE 65 228 13 128 52 0.800 0.360 0.289 0.665 0.711 ../python/arff/defect/kc1.arff nb FALSE 356 52 128 13 228 0.640 0.200 0.946 0.665 0.711 ../python/arff/defect/kc1.arff nb+cliff TRUE 65 252 21 104 44 0.677 0.292 0.297 0.703 0.692 ../python/arff/defect/kc1.arff nb+cliff FALSE 356 44 104 21 252 0.708 0.323 0.923 0.703 0.692 ../python/arff/defect/kc1.arff 1NN+cliff TRUE 65 339 49 17 16 0.246 0.048 0.485 0.843 0.391 ../python/arff/defect/kc1.arff 1NN+cliff FALSE 356 16 17 49 339 0.952 0.754 0.874 0.843 0.391 Round 3 Oracle: 986 Train: 702 Test: 421 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc1.arff nb TRUE 65 231 13 125 52 0.800 0.351 0.294 0.672 0.717 ../python/arff/defect/kc1.arff nb FALSE 356 52 125 13 231 0.649 0.200 0.947 0.672 0.717 ../python/arff/defect/kc1.arff nb+cliff TRUE 65 248 20 108 45 0.692 0.303 0.294 0.696 0.694 ../python/arff/defect/kc1.arff nb+cliff FALSE 356 45 108 20 248 0.697 0.308 0.925 0.696 0.694 ../python/arff/defect/kc1.arff 1NN+cliff TRUE 65 342 50 14 15 0.231 0.039 0.517 0.848 0.372 ../python/arff/defect/kc1.arff 1NN+cliff FALSE 356 15 14 50 342 0.961 0.769 0.872 0.848 0.372 Round 4 Oracle: 846 Train: 842 Test: 421 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc1.arff nb TRUE 65 225 13 131 52 0.800 0.368 0.284 0.658 0.706 ../python/arff/defect/kc1.arff nb FALSE 356 52 131 13 225 0.632 0.200 0.945 0.658 0.706 ../python/arff/defect/kc1.arff nb+cliff TRUE 65 256 23 100 42 0.646 0.281 0.296 0.708 0.681 ../python/arff/defect/kc1.arff nb+cliff FALSE 356 42 100 23 256 0.719 0.354 0.918 0.708 0.681 ../python/arff/defect/kc1.arff 1NN+cliff TRUE 65 341 50 15 15 0.231 0.042 0.500 0.846 0.372 ../python/arff/defect/kc1.arff 1NN+cliff FALSE 356 15 15 50 341 0.958 0.769 0.872 0.846 0.372 Round 5 Oracle: 706 Train: 982 Test: 421 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc1.arff nb TRUE 65 225 13 131 52 0.800 0.368 0.284 0.658 0.706 ../python/arff/defect/kc1.arff nb FALSE 356 52 131 13 225 0.632 0.200 0.945 0.658 0.706 ../python/arff/defect/kc1.arff nb+cliff TRUE 65 256 22 100 43 0.662 0.281 0.301 0.710 0.689 ../python/arff/defect/kc1.arff nb+cliff FALSE 356 43 100 22 256 0.719 0.338 0.921 0.710 0.689 ../python/arff/defect/kc1.arff 1NN+cliff TRUE 65 340 53 16 12 0.185 0.045 0.429 0.836 0.309 ../python/arff/defect/kc1.arff 1NN+cliff FALSE 356 12 16 53 340 0.955 0.815 0.865 0.836 0.309 Round 6 Oracle: 566 Train: 1122 Test: 421 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc1.arff nb TRUE 65 212 11 144 54 0.831 0.404 0.273 0.632 0.694 ../python/arff/defect/kc1.arff nb FALSE 356 54 144 11 212 0.596 0.169 0.951 0.632 0.694 ../python/arff/defect/kc1.arff nb+cliff TRUE 65 247 20 109 45 0.692 0.306 0.292 0.694 0.693 ../python/arff/defect/kc1.arff nb+cliff FALSE 356 45 109 20 247 0.694 0.308 0.925 0.694 0.693 ../python/arff/defect/kc1.arff 1NN+cliff TRUE 65 340 55 16 10 0.154 0.045 0.385 0.831 0.265 ../python/arff/defect/kc1.arff 1NN+cliff FALSE 356 10 16 55 340 0.955 0.846 0.861 0.831 0.265 Round 7 Oracle: 426 Train: 1262 Test: 421 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc1.arff nb TRUE 65 213 11 143 54 0.831 0.402 0.274 0.634 0.696 ../python/arff/defect/kc1.arff nb FALSE 356 54 143 11 213 0.598 0.169 0.951 0.634 0.696 ../python/arff/defect/kc1.arff nb+cliff TRUE 65 247 20 109 45 0.692 0.306 0.292 0.694 0.693 ../python/arff/defect/kc1.arff nb+cliff FALSE 356 45 109 20 247 0.694 0.308 0.925 0.694 0.693 ../python/arff/defect/kc1.arff 1NN+cliff TRUE 65 339 55 17 10 0.154 0.048 0.370 0.829 0.265 ../python/arff/defect/kc1.arff 1NN+cliff FALSE 356 10 17 55 339 0.952 0.846 0.860 0.829 0.265 Round 8 Oracle: 286 Train: 1402 Test: 421 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc1.arff nb TRUE 65 213 11 143 54 0.831 0.402 0.274 0.634 0.696 ../python/arff/defect/kc1.arff nb FALSE 356 54 143 11 213 0.598 0.169 0.951 0.634 0.696 ../python/arff/defect/kc1.arff nb+cliff TRUE 65 247 19 109 46 0.708 0.306 0.297 0.696 0.701 ../python/arff/defect/kc1.arff nb+cliff FALSE 356 46 109 19 247 0.694 0.292 0.929 0.696 0.701 ../python/arff/defect/kc1.arff 1NN+cliff TRUE 65 338 55 18 10 0.154 0.051 0.357 0.827 0.265 ../python/arff/defect/kc1.arff 1NN+cliff FALSE 356 10 18 55 338 0.949 0.846 0.860 0.827 0.265 Round 9 Oracle: 146 Train: 1542 Test: 421 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc1.arff nb TRUE 65 211 11 145 54 0.831 0.407 0.271 0.629 0.692 ../python/arff/defect/kc1.arff nb FALSE 356 54 145 11 211 0.593 0.169 0.950 0.629 0.692 ../python/arff/defect/kc1.arff nb+cliff TRUE 65 235 16 121 49 0.754 0.340 0.288 0.675 0.704 ../python/arff/defect/kc1.arff nb+cliff FALSE 356 49 121 16 235 0.660 0.246 0.936 0.675 0.704 ../python/arff/defect/kc1.arff 1NN+cliff TRUE 65 337 54 19 11 0.169 0.053 0.367 0.827 0.287 ../python/arff/defect/kc1.arff 1NN+cliff FALSE 356 11 19 54 337 0.947 0.831 0.862 0.827 0.287 Round 10 Oracle: 6 Train: 1682 Test: 421 dataset treatment CLASS TotalNumOfClass A B C D pd pf prec acc HM ../python/arff/defect/kc1.arff nb TRUE 65 213 11 143 54 0.831 0.402 0.274 0.634 0.696 ../python/arff/defect/kc1.arff nb FALSE 356 54 143 11 213 0.598 0.169 0.951 0.634 0.696 ../python/arff/defect/kc1.arff nb+cliff TRUE 65 245 20 111 45 0.692 0.312 0.288 0.689 0.690 ../python/arff/defect/kc1.arff nb+cliff FALSE 356 45 111 20 245 0.688 0.308 0.925 0.689 0.690 ../python/arff/defect/kc1.arff 1NN+cliff TRUE 65 337 53 19 12 0.185 0.053 0.387 0.829 0.309 ../python/arff/defect/kc1.arff 1NN+cliff FALSE 356 12 19 53 337 0.947 0.815 0.864 0.829 0.309