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mean_std-classif+mean_std-feats.res
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mean_std-classif+mean_std-feats.res
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filter bin knn alg-de adult 0.5936 0.5936 0.6495 0.7611 0.07445415 5.000 5.000 5.167 6.000 0.379049
wrapper bin knn alg-de adult 0.7882 0.8110 0.8100 0.8172 0.005589005 5.000 8.000 7.667 12.000 1.470007
filter bin knn alg-de breast-cancer 0.9223 0.9223 0.9223 0.9223 0 1 1 1 1 0
wrapper bin knn alg-de breast-cancer 0.9466 0.9515 0.9523 0.9612 0.005421108 5.00 6.00 6.00 8.00 0.9826074
filter bin knn alg-de credit-approval 0.8274 0.8426 0.8394 0.8426 0.005731126 3.0 4.0 3.7 6.0 0.7022132
wrapper bin knn alg-de credit-approval 0.8173 0.8223 0.8234 0.8274 0.003372405 3.000 7.000 6.267 8.000 1.387961
filter bin knn alg-de gas 0.6261 0.7782 0.7678 0.8402 0.04922976 38.00 45.00 44.63 51.00 3.232201
wrapper bin knn alg-de gas 0.9327 0.9430 0.9423 0.9483 0.004205215 60.00 73.50 72.53 89.00 5.721908
filter bin knn alg-de german 0.6279 0.6894 0.6880 0.7243 0.02415256 3.000 4.000 4.333 6.000 0.8022956
wrapper bin knn alg-de german 0.7110 0.7276 0.7283 0.7508 0.01004981 8.00 12.00 11.87 16.00 1.97804
filter bin knn alg-de ionosphere 0.7830 0.8679 0.8607 0.9151 0.03265045 4.000 7.000 6.333 9.000 1.093345
wrapper bin knn alg-de ionosphere 0.8396 0.8774 0.8767 0.9151 0.0169727 8.00 12.00 11.93 19.00 2.318343
filter bin knn alg-de libras 0.6667 0.7333 0.7333 0.8000 0.03048145 19.00 24.00 23.60 27.00 1.940494
wrapper bin knn alg-de libras 0.6750 0.7167 0.7217 0.7917 0.02712254 30.00 41.50 41.43 50.00 4.576426
filter bin knn alg-de sonar 0.6094 0.7344 0.7458 0.8438 0.05549865 7.0 14.0 13.7 19.0 2.19953
wrapper bin knn alg-de sonar 0.7344 0.7969 0.7995 0.8750 0.03672037 22.00 26.50 27.67 35.00 3.555795
filter bin knn alg-de lymph 0.6383 0.6809 0.6865 0.7447 0.03486414 2.000 3.000 3.267 5.000 0.868345
wrapper bin knn alg-de lymph 0.6383 0.8085 0.7965 0.8511 0.04796261 5.000 7.000 7.467 11.000 1.306043
filter bin knn alg-de mushroom 0.9869 0.9881 0.9885 0.9914 0.001749302 1.0 3.0 3.2 5.0 0.9965458
wrapper bin knn alg-de mushroom 1 1 1 1 0 8.00 12.00 11.53 16.00 2.046584
filter bin knn alg-de optic 0.5473 0.6120 0.6181 0.6933 0.03878167 11.0 15.5 15.4 21.0 2.328237
wrapper bin knn alg-de optic 0.8067 0.8283 0.8282 0.8446 0.008987567 35.00 43.00 43.43 51.00 3.390487
filter bin knn alg-de semeion 0.8323 0.8716 0.8687 0.8923 0.01469716 85.00 93.00 93.13 98.00 3.540245
wrapper bin knn alg-de semeion 0.8923 0.9048 0.9055 0.9193 0.007540431 117.0 138.0 137.1 149.0 7.837722
filter bin knn alg-de spect 0.7160 0.7778 0.7831 0.8765 0.03790432 5.00 6.00 6.20 7.00 0.5508614
wrapper bin knn alg-de spect 0.7284 0.8210 0.8111 0.8642 0.0335604 7.0 12.0 11.8 15.0 1.845778
filter bin knn alg-de splice 0.5631 0.6726 0.6638 0.7414 0.04841066 9 13 13 16 1.911851
wrapper bin knn alg-de splice 0.7623 0.7852 0.7885 0.8154 0.01196905 20.00 29.00 29.17 37.00 3.869272
filter bin knn alg-de vehicle 0.4570 0.5645 0.5549 0.5859 0.02824175 3.000 4.000 4.167 5.000 0.6989319
wrapper bin knn alg-de vehicle 0.6367 0.6719 0.6707 0.7031 0.01986911 7.00 10.50 10.37 13.00 1.401559
filter bin knn alg-abc adult 0.5936 0.5936 0.5936 0.5936 0 5 5 5 5 0
wrapper bin knn alg-abc adult 0.8127 0.8127 0.8127 0.8127 0 8 8 8 8 0
filter bin knn alg-abc breast-cancer 0.9223 0.9223 0.9223 0.9223 0 1 1 1 1 0
wrapper bin knn alg-abc breast-cancer 0.9466 0.9539 0.9536 0.9612 0.004357447 5.000 6.000 6.367 8.000 0.9994251
filter bin knn alg-abc credit-approval 0.8426 0.8426 0.8426 0.8426 0 3.000 3.000 3.333 4.000 0.4794633
wrapper bin knn alg-abc credit-approval 0.8173 0.8223 0.8222 0.8223 0.0009267725 5.000 7.000 7.233 8.000 0.727932
filter bin knn alg-abc gas 0.5382 0.5963 0.5972 0.6532 0.02163983 19.0 24.0 24.2 31.0 2.893512
wrapper bin knn alg-abc gas 0.9461 0.9508 0.9509 0.9533 0.001543839 89.0 99.0 100.5 108.0 5.097329
filter bin knn alg-abc german 0.6910 0.7010 0.7007 0.7010 0.001819676 4.000 5.000 4.967 5.000 0.1825742
wrapper bin knn alg-abc german 0.7010 0.7276 0.7322 0.7542 0.01238782 10.00 12.00 12.43 15.00 1.794308
filter bin knn alg-abc ionosphere 0.9057 0.9057 0.9060 0.9151 0.001722398 5.0 5.0 5.3 6.0 0.4660916
wrapper bin knn alg-abc ionosphere 0.8208 0.8632 0.8682 0.9151 0.0252026 7.00 10.00 11.33 17.00 2.868778
filter bin knn alg-abc libras 0.5167 0.6625 0.6572 0.7417 0.04661601 6.000 7.000 6.833 7.000 0.379049
wrapper bin knn alg-abc libras 0.6583 0.7083 0.7081 0.7667 0.02956285 32.00 42.50 42.80 54.00 4.75902
filter bin knn alg-abc sonar 0.7188 0.8438 0.8130 0.8438 0.03903196 7.0 7.0 7.1 8.0 0.3051286
wrapper bin knn alg-abc sonar 0.7188 0.8125 0.8089 0.8906 0.04563432 20.00 28.50 28.37 36.00 4.012767
filter bin knn alg-abc lymph 0.6596 0.6596 0.6596 0.6596 0 4 4 4 4 0
wrapper bin knn alg-abc lymph 0.6383 0.8085 0.7901 0.8511 0.06745243 3.000 6.000 5.867 8.000 1.407696
filter bin knn alg-abc mushroom 0.9869 0.9869 0.9869 0.9881 0.0002246606 2.000 2.000 2.267 3.000 0.4497764
wrapper bin knn alg-abc mushroom 1 1 1 1 0 5.0 8.0 7.9 13.0 1.748891
filter bin knn alg-abc optic 0.6123 0.6894 0.6701 0.6956 0.03066604 5.000 7.000 6.667 8.000 0.9222661
wrapper bin knn alg-abc optic 0.8387 0.8487 0.8475 0.8517 0.003844298 52.00 55.00 55.87 60.00 2.063364
filter bin knn alg-abc semeion 0.7205 0.7702 0.7664 0.8054 0.02140654 25.00 27.00 26.80 29.00 1.186127
wrapper bin knn alg-abc semeion 0.9006 0.9151 0.9164 0.9275 0.006602985 181.0 200.5 200.8 217.0 7.815472
filter bin knn alg-abc spect 0.7901 0.8025 0.8008 0.8025 0.004268468 7 7 7 7 0
wrapper bin knn alg-abc spect 0.7778 0.8272 0.8296 0.8642 0.01873718 7.0 12.0 11.3 14.0 1.622046
filter bin knn alg-abc splice 0.6027 0.7331 0.7522 0.7904 0.04130598 3.000 3.000 3.367 4.000 0.4901325
wrapper bin knn alg-abc splice 0.7904 0.8144 0.8153 0.8467 0.01292495 17.00 22.00 21.83 29.00 3.514338
filter bin knn alg-abc vehicle 0.5664 0.5664 0.5664 0.5664 0 5 5 5 5 0
wrapper bin knn alg-abc vehicle 0.6523 0.6875 0.6809 0.7031 0.02046913 9.00 11.00 10.83 12.00 1.288767
filter bin knn alg-pso adult 0.5936 0.5936 0.5936 0.5936 0 5 5 5 5 0
wrapper bin knn alg-pso adult 0.7913 0.8127 0.8110 0.8127 0.004206117 6.000 8.000 7.667 12.000 1.184187
filter bin knn alg-pso breast-cancer 0.9223 0.9223 0.9223 0.9223 0 1 1 1 1 0
wrapper bin knn alg-pso breast-cancer 0.9466 0.9515 0.9539 0.9612 0.004896038 5.00 6.00 6.60 8.00 1.037238
filter bin knn alg-pso credit-approval 0.8426 0.8426 0.8426 0.8426 0 3.000 3.000 3.367 4.000 0.4901325
wrapper bin knn alg-pso credit-approval 0.8173 0.8223 0.8217 0.8274 0.002900236 3.00 7.00 6.50 8.00 1.814691
filter bin knn alg-pso gas 0.5121 0.6690 0.6557 0.7425 0.06801062 29.0 35.5 35.5 42.0 2.700575
wrapper bin knn alg-pso gas 0.9416 0.9493 0.9487 0.9533 0.003104854 68.00 76.00 76.93 86.00 4.741114
filter bin knn alg-pso german 0.6279 0.7010 0.6953 0.7010 0.01412617 4.0 5.0 4.7 5.0 0.4660916
wrapper bin knn alg-pso german 0.6944 0.7276 0.7282 0.7542 0.01155485 8.0 10.0 11.2 15.0 2.057786
filter bin knn alg-pso ionosphere 0.8585 0.9104 0.9066 0.9434 0.01757964 5.000 6.000 6.033 7.000 0.6686751
wrapper bin knn alg-pso ionosphere 0.8396 0.8868 0.8792 0.9151 0.02165493 7.0 10.5 10.8 18.0 2.551538
filter bin knn alg-pso libras 0.6083 0.7083 0.7125 0.7833 0.04075144 12.00 15.00 15.07 18.00 1.507071
wrapper bin knn alg-pso libras 0.6750 0.7250 0.7247 0.8000 0.03012453 29.00 40.50 40.40 50.00 5.506109
filter bin knn alg-pso sonar 0.6250 0.7578 0.7615 0.8281 0.04282688 6.000 9.000 8.833 13.000 1.641768
wrapper bin knn alg-pso sonar 0.7188 0.8125 0.8104 0.8750 0.04298385 18.00 28.00 26.97 32.00 3.736893
filter bin knn alg-pso lymph 0.6596 0.6596 0.6624 0.7447 0.01553823 3.000 4.000 3.967 4.000 0.1825742
wrapper bin knn alg-pso lymph 0.6596 0.8085 0.7858 0.8298 0.05696336 4.000 6.000 6.733 11.000 1.99885
filter bin knn alg-pso mushroom 0.9869 0.9869 0.9870 0.9881 0.0003754658 2.0 2.5 2.6 4.0 0.6746647
wrapper bin knn alg-pso mushroom 1 1 1 1 0 7.0 11.0 11.6 16.0 2.401149
filter bin knn alg-pso optic 0.4805 0.5819 0.5807 0.6755 0.04918022 5.00 10.00 10.27 16.00 2.211776
wrapper bin knn alg-pso optic 0.8203 0.8410 0.8412 0.8570 0.00700416 41.0 46.5 46.6 52.0 2.343001
filter bin knn alg-pso semeion 0.8282 0.8582 0.8570 0.8882 0.01432279 69.00 77.00 76.67 83.00 3.575138
wrapper bin knn alg-pso semeion 0.8799 0.9027 0.9020 0.9172 0.008705053 118.0 135.5 136.1 149.0 7.473786
filter bin knn alg-pso spect 0.7901 0.8025 0.7979 0.8025 0.006051019 6.000 7.000 6.767 7.000 0.4301831
wrapper bin knn alg-pso spect 0.7778 0.8272 0.8346 0.8889 0.02565182 8.00 12.00 11.00 14.00 1.875431
filter bin knn alg-pso splice 0.6152 0.7273 0.7257 0.8029 0.04937633 4.0 7.0 7.3 9.0 1.207734
wrapper bin knn alg-pso splice 0.7779 0.7998 0.8016 0.8248 0.01114343 17.0 24.0 23.8 29.0 3.100612
filter bin knn alg-pso vehicle 0.5312 0.5664 0.5652 0.5664 0.006418624 5 5 5 5 0
wrapper bin knn alg-pso vehicle 0.6445 0.6523 0.6691 0.7031 0.02067375 7.000 9.000 9.967 12.000 1.42595
filter bin knn alg-ga adult 0.5936 0.5936 0.5982 0.6628 0.01754931 5 5 5 5 0
wrapper bin knn alg-ga adult 0.7913 0.8127 0.8106 0.8127 0.004162372 6.0 8.0 7.7 12.0 1.441981
filter bin knn alg-ga breast-cancer 0.9223 0.9223 0.9223 0.9223 0 1 1 1 1 0
wrapper bin knn alg-ga breast-cancer 0.9466 0.9563 0.9549 0.9612 0.00444362 5.000 6.000 6.533 8.000 0.8995529
filter bin knn alg-ga credit-approval 0.8426 0.8426 0.8426 0.8426 0 3.0 3.5 3.5 4.0 0.5085476
wrapper bin knn alg-ga credit-approval 0.6599 0.8223 0.8074 0.8274 0.05012614 3.0 7.0 6.4 8.0 1.404426
filter bin knn alg-ga gas 0.4601 0.5780 0.5670 0.6656 0.04926393 23.00 29.00 29.27 34.00 3.004977
wrapper bin knn alg-ga gas 0.9456 0.9520 0.9514 0.9538 0.002145048 61.00 74.00 73.03 84.00 5.653704
filter bin knn alg-ga german 0.691 0.701 0.698 0.701 0.004645431 4.0 5.0 4.7 5.0 0.4660916
wrapper bin knn alg-ga german 0.7076 0.7276 0.7297 0.7542 0.01055951 8.0 11.0 11.7 15.0 2.070316
filter bin knn alg-ga ionosphere 0.9057 0.9057 0.9057 0.9057 0 5.0 5.5 5.5 6.0 0.5085476
wrapper bin knn alg-ga ionosphere 0.8302 0.8726 0.8726 0.9340 0.02474381 5.0 10.0 10.8 16.0 2.708862
filter bin knn alg-ga libras 0.5333 0.6333 0.6300 0.7333 0.04352742 6.0 7.0 6.9 9.0 0.8448628
wrapper bin knn alg-ga libras 0.6500 0.7000 0.7039 0.7500 0.02323598 32.00 40.00 40.17 49.00 3.824452
filter bin knn alg-ga sonar 0.7188 0.7812 0.7911 0.8438 0.03611937 6.000 7.000 7.267 8.000 0.5832923
wrapper bin knn alg-ga sonar 0.7344 0.7969 0.8021 0.8906 0.03812635 20.00 25.00 26.20 34.00 3.994824
filter bin knn alg-ga lymph 0.6596 0.6596 0.6624 0.7447 0.01553823 3.000 4.000 3.967 4.000 0.1825742
wrapper bin knn alg-ga lymph 0.6596 0.8085 0.7745 0.8298 0.06110598 4.000 6.000 6.567 11.000 1.813424
filter bin knn alg-ga mushroom 0.9869 0.9869 0.9869 0.9869 0 2.000 2.000 2.433 3.000 0.5040069
wrapper bin knn alg-ga mushroom 1 1 1 1 0 8.00 11.50 11.53 16.00 2.161311
filter bin knn alg-ga optic 0.5378 0.6430 0.6447 0.6962 0.03547517 5.000 7.000 6.733 10.000 1.284747
wrapper bin knn alg-ga optic 0.8316 0.8454 0.8445 0.8522 0.005610598 41.00 48.00 48.23 54.00 3.058998
filter bin knn alg-ga semeion 0.7930 0.8261 0.8249 0.8571 0.01630849 45.0 51.0 51.1 59.0 3.1878
wrapper bin knn alg-ga semeion 0.8923 0.9099 0.9097 0.9255 0.008555476 120.0 137.0 138.7 154.0 8.334184
filter bin knn alg-ga spect 0.7901 0.7901 0.7959 0.8025 0.006264398 6.000 7.000 6.567 7.000 0.5040069
wrapper bin knn alg-ga spect 0.7901 0.8272 0.8342 0.8889 0.02016475 8.0 12.0 11.2 14.0 1.900998
filter bin knn alg-ga splice 0.5975 0.7320 0.7371 0.8060 0.04786889 2.000 3.000 3.233 4.000 0.5040069
wrapper bin knn alg-ga splice 0.7956 0.8154 0.8207 0.8519 0.01550885 14.00 20.00 20.07 29.00 4.258325
filter bin knn alg-ga vehicle 0.5664 0.5664 0.5664 0.5664 0 5 5 5 5 0
wrapper bin knn alg-ga vehicle 0.6445 0.6758 0.6730 0.7031 0.01911325 6.0 11.0 10.4 12.0 1.544735
filter real knn alg-de adult 0.5936 0.5936 0.5992 0.7611 0.0305837 5 5 5 5 0
wrapper real knn alg-de adult 0.8078 0.8127 0.8124 0.8127 0.001233498 6.000 8.000 7.867 8.000 0.5074163
filter real knn alg-de breast-cancer 0.9078 0.9223 0.9218 0.9223 0.002658847 1 1 1 1 0
wrapper real knn alg-de breast-cancer 0.9466 0.9563 0.9547 0.9612 0.004654984 5.0 6.0 6.5 8.0 0.9737946
filter real knn alg-de credit-approval 0.8376 0.8426 0.8425 0.8426 0.0009267725 3.0 3.0 3.5 5.0 0.5723515
wrapper real knn alg-de credit-approval 0.8173 0.8223 0.8222 0.8274 0.002487982 3.0 7.0 6.7 8.0 1.4657
filter real knn alg-de gas 0.4656 0.5768 0.5758 0.6790 0.06144842 25.00 31.50 32.33 39.00 3.575138
wrapper real knn alg-de gas 0.9437 0.9513 0.9512 0.9540 0.00205385 64.00 74.50 73.63 87.00 5.229118
filter real knn alg-de german 0.701 0.701 0.701 0.701 0 5 5 5 5 0
wrapper real knn alg-de german 0.7276 0.7276 0.7277 0.7309 0.0006065588 10.00 11.00 11.03 13.00 1.0662
filter real knn alg-de ionosphere 0.9057 0.9057 0.9072 0.9151 0.003575934 5.000 6.000 5.567 7.000 0.5683208
wrapper real knn alg-de ionosphere 0.8396 0.8774 0.8739 0.8962 0.01595684 7.00 11.00 11.10 17.00 2.537308
filter real knn alg-de libras 0.4917 0.6458 0.6539 0.7667 0.06134404 6.000 9.000 9.067 13.000 1.680175
wrapper real knn alg-de libras 0.6583 0.7167 0.7136 0.7750 0.02509401 32.00 40.50 40.93 53.00 5.199027
filter real knn alg-de sonar 0.6562 0.7344 0.7474 0.8281 0.04680011 5.0 7.0 7.1 10.0 1.155198
wrapper real knn alg-de sonar 0.7500 0.8203 0.8156 0.8750 0.0363324 21.00 26.00 26.43 34.00 3.223655
filter real knn alg-de lymph 0.6596 0.6596 0.6596 0.6596 0 4 4 4 4 0
wrapper real knn alg-de lymph 0.6596 0.8085 0.8071 0.8298 0.03206535 4 6 6 7 0.7427814
filter real knn alg-de mushroom 0.9869 0.9869 0.9869 0.9881 0.0002246606 2.000 3.000 2.667 3.000 0.4794633
wrapper real knn alg-de mushroom 1 1 1 1 0 7.00 11.50 11.23 16.00 2.07918
filter real knn alg-de optic 0.5035 0.5697 0.5734 0.6566 0.04059139 4.000 9.000 9.133 12.000 1.870521
wrapper real knn alg-de optic 0.8392 0.8475 0.8481 0.8576 0.004640537 43.0 49.0 48.7 54.0 2.793465
filter real knn alg-de semeion 0.7723 0.8395 0.8423 0.8758 0.01953647 55.00 66.00 65.90 74.00 3.670479
wrapper real knn alg-de semeion 0.8820 0.9068 0.9062 0.9213 0.009834275 123.0 141.0 140.2 158.0 7.39711
filter real knn alg-de spect 0.7901 0.8025 0.7979 0.8025 0.006051019 7 7 7 7 0
wrapper real knn alg-de spect 0.8025 0.8272 0.8226 0.8642 0.01571125 8.00 12.00 11.27 14.00 1.311312
filter real knn alg-de splice 0.6674 0.7294 0.7323 0.7956 0.03890379 2.000 4.000 4.133 7.000 1.008014
wrapper real knn alg-de splice 0.7904 0.8191 0.8170 0.8384 0.01243413 17.0 20.0 20.6 27.0 2.283373
filter real knn alg-de vehicle 0.5312 0.5664 0.5641 0.5664 0.008919427 5 5 5 5 0
wrapper real knn alg-de vehicle 0.6484 0.6523 0.6616 0.7031 0.02055464 9.0 9.0 9.6 12.0 0.8944272
filter real knn alg-abc adult 0.5936 0.5936 0.6103 0.7611 0.05111325 5 5 5 5 0
wrapper real knn alg-abc adult 0.8007 0.8127 0.8104 0.8137 0.003611243 6.00 8.00 7.80 12.00 1.063501
filter real knn alg-abc breast-cancer 0.9223 0.9223 0.9223 0.9223 0 1 1 1 1 0
wrapper real knn alg-abc breast-cancer 0.9466 0.9515 0.9540 0.9612 0.005517677 5.000 6.000 6.367 8.000 1.033352
filter real knn alg-abc credit-approval 0.8274 0.8426 0.8416 0.8426 0.003863576 3.000 4.000 3.567 5.000 0.5683208
wrapper real knn alg-abc credit-approval 0.8173 0.8223 0.8235 0.8274 0.003695087 4.000 6.000 6.333 8.000 1.321789
filter real knn alg-abc gas 0.6975 0.8226 0.8039 0.8776 0.04961209 33.0 42.0 44.1 58.0 6.053497
wrapper real knn alg-abc gas 0.9181 0.9341 0.9332 0.9495 0.007391998 58.00 72.00 71.67 81.00 4.505425
filter real knn alg-abc german 0.6279 0.7010 0.6899 0.7143 0.02087248 3.000 5.000 4.567 5.000 0.5683208
wrapper real knn alg-abc german 0.7010 0.7243 0.7259 0.7508 0.01322444 9.00 11.00 11.23 17.00 1.654322
filter real knn alg-abc ionosphere 0.8208 0.8868 0.8783 0.9434 0.03243039 3.000 6.000 5.733 8.000 0.980265
wrapper real knn alg-abc ionosphere 0.8302 0.8726 0.8717 0.9245 0.02305521 8.00 12.50 12.67 18.00 2.264164
filter real knn alg-abc libras 0.6417 0.7167 0.7158 0.7833 0.03849105 13.00 20.00 21.10 30.00 5.610028
wrapper real knn alg-abc libras 0.6500 0.7250 0.7172 0.7667 0.03361471 34.00 42.00 42.73 53.00 4.201259
filter real knn alg-abc sonar 0.5469 0.7500 0.7245 0.8125 0.07747394 7.00 10.00 10.13 13.00 1.569831
wrapper real knn alg-abc sonar 0.7188 0.8047 0.8016 0.8906 0.03673566 22.0 30.0 29.6 38.0 3.672827
filter real knn alg-abc lymph 0.6596 0.6596 0.6830 0.7447 0.03322101 2.000 3.500 3.367 4.000 0.7183954
wrapper real knn alg-abc lymph 0.6383 0.8085 0.7851 0.8298 0.05625097 3.000 6.000 6.067 9.000 1.172481
filter real knn alg-abc mushroom 0.9869 0.9869 0.9877 0.9943 0.001638389 2.0 3.0 2.9 4.0 0.7119667
wrapper real knn alg-abc mushroom 1 1 1 1 0 8.00 12.00 11.97 16.00 2.008316
filter real knn alg-abc optic 0.4805 0.5824 0.5801 0.6832 0.04621874 8.00 11.00 11.57 16.00 2.284631
wrapper real knn alg-abc optic 0.7931 0.8215 0.8183 0.8333 0.009608504 37.00 43.50 43.07 48.00 2.95872
filter real knn alg-abc semeion 0.8592 0.8768 0.8765 0.9110 0.01263862 97.0 103.5 103.1 107.0 3.194104
wrapper real knn alg-abc semeion 0.8820 0.8986 0.8978 0.9130 0.007640717 117.0 131.0 132.0 152.0 8.489344
filter real knn alg-abc spect 0.7284 0.7901 0.7905 0.8395 0.03233748 6.000 6.000 6.367 8.000 0.5560534
wrapper real knn alg-abc spect 0.7284 0.8210 0.8091 0.8889 0.03763297 7.00 11.00 11.07 15.00 2.227312
filter real knn alg-abc splice 0.5673 0.6726 0.6685 0.7466 0.04278901 6.000 9.000 9.633 16.000 2.204749
wrapper real knn alg-abc splice 0.7529 0.7805 0.7811 0.8050 0.0132225 24.00 30.50 30.07 37.00 3.666562
filter real knn alg-abc vehicle 0.5078 0.5625 0.5512 0.5859 0.02201 3.000 5.000 4.733 5.000 0.5208305
wrapper real knn alg-abc vehicle 0.6484 0.6836 0.6772 0.7031 0.0175139 9.00 11.00 10.77 12.00 1.072648
filter real knn alg-pso adult 0.5936 0.6296 0.6710 0.8145 0.0852842 4.0 5.0 5.1 6.0 0.4025779
wrapper real knn alg-pso adult 0.7882 0.8127 0.8101 0.8168 0.006318697 5.000 8.000 8.067 12.000 1.874205
filter real knn alg-pso breast-cancer 0.9078 0.9223 0.9180 0.9223 0.006787742 1 1 1 1 0
wrapper real knn alg-pso breast-cancer 0.9466 0.9539 0.9547 0.9612 0.00447702 5.000 6.000 6.533 8.000 0.8193072
filter real knn alg-pso credit-approval 0.4772 0.8401 0.8140 0.8426 0.09184082 3.000 4.000 3.967 5.000 0.7183954
wrapper real knn alg-pso credit-approval 0.6599 0.8223 0.7953 0.8325 0.06168675 3.0 6.0 5.9 8.0 1.604949
filter real knn alg-pso gas 0.5715 0.6895 0.6912 0.7768 0.05629769 29.00 38.00 37.30 44.00 4.480994
wrapper real knn alg-pso gas 0.9325 0.9441 0.9441 0.9511 0.005581823 67.0 74.5 74.6 83.0 3.918128
filter real knn alg-pso german 0.6279 0.7010 0.6941 0.7342 0.02253153 3.000 5.000 4.433 6.000 0.7738544
wrapper real knn alg-pso german 0.7010 0.7326 0.7327 0.7575 0.01495292 9.00 12.00 12.17 16.00 1.8585
filter real knn alg-pso ionosphere 0.8019 0.8774 0.8774 0.9340 0.03084438 4.000 6.000 5.533 7.000 1.008014
wrapper real knn alg-pso ionosphere 0.8396 0.8679 0.8736 0.9151 0.02051976 7.0 13.0 13.6 21.0 3.091702
filter real knn alg-pso libras 0.6417 0.6917 0.7044 0.7917 0.03857702 12.0 16.0 15.8 22.0 2.975764
wrapper real knn alg-pso libras 0.6667 0.7208 0.7172 0.7583 0.02475293 33.00 44.00 43.43 51.00 4.36825
filter real knn alg-pso sonar 0.5312 0.7266 0.7328 0.9062 0.07789297 6.0 9.0 9.4 12.0 1.693802
wrapper real knn alg-pso sonar 0.7344 0.8125 0.8057 0.8750 0.03753665 21.00 29.50 29.17 38.00 3.815425
filter real knn alg-pso lymph 0.5745 0.6596 0.6787 0.7660 0.04231408 2.000 3.000 3.167 4.000 0.5920935
wrapper real knn alg-pso lymph 0.6596 0.8085 0.7879 0.8511 0.0465756 4.000 7.000 7.667 12.000 2.106367
filter real knn alg-pso mushroom 0.8052 0.9869 0.9742 0.9914 0.04639094 1.000 3.000 3.167 5.000 1.019917
wrapper real knn alg-pso mushroom 1 1 1 1 0 8.00 11.50 11.17 15.00 1.839853
filter real knn alg-pso optic 0.4450 0.5686 0.5628 0.6708 0.0602551 7.00 11.00 11.47 17.00 2.315366
wrapper real knn alg-pso optic 0.8156 0.8360 0.8341 0.8457 0.00802167 39.00 45.00 45.43 53.00 3.234334
filter real knn alg-pso semeion 0.8199 0.8489 0.8495 0.8841 0.01617623 69.00 75.50 75.30 84.00 4.284294
wrapper real knn alg-pso semeion 0.8965 0.9068 0.9068 0.9193 0.00663685 127.0 137.5 138.4 163.0 8.560065
filter real knn alg-pso spect 0.6914 0.7778 0.7745 0.8765 0.04300362 5.000 6.000 6.267 7.000 0.5208305
wrapper real knn alg-pso spect 0.7160 0.8148 0.8111 0.8765 0.04303009 5.0 11.0 10.9 14.0 2.30965
filter real knn alg-pso splice 0.5766 0.6653 0.6661 0.7935 0.05920215 5.00 8.00 7.90 12.00 1.768498
wrapper real knn alg-pso splice 0.7737 0.7956 0.7967 0.8165 0.0100931 19.00 27.00 27.17 37.00 3.833458
filter real knn alg-pso vehicle 0.4609 0.5488 0.5428 0.5859 0.03484028 4.0 5.0 4.6 5.0 0.4982729
wrapper real knn alg-pso vehicle 0.6445 0.6738 0.6737 0.7188 0.01758137 7.00 11.00 10.93 13.00 1.507071
filter real knn alg-ga adult 0.5936 0.5936 0.6015 0.7611 0.03268355 5 5 5 5 0
wrapper real knn alg-ga adult 0.7882 0.8108 0.8103 0.8139 0.004590143 5.000 8.000 8.733 12.000 2.531639
filter real knn alg-ga breast-cancer 0.9078 0.9223 0.9214 0.9223 0.003694779 1 1 1 1 0
wrapper real knn alg-ga breast-cancer 0.9466 0.9515 0.9542 0.9612 0.004357447 5.000 6.500 6.767 8.000 1.006302
filter real knn alg-ga credit-approval 0.8376 0.8426 0.8423 0.8426 0.001287859 3.0 4.0 3.6 4.0 0.4982729
wrapper real knn alg-ga credit-approval 0.6599 0.8223 0.8078 0.8325 0.05028188 3.000 7.000 6.567 8.000 1.304722
filter real knn alg-ga gas 0.5154 0.5895 0.5895 0.6563 0.02442987 22.00 26.00 26.13 33.00 3.070812
wrapper real knn alg-ga gas 0.9471 0.9499 0.9503 0.9538 0.001660264 65.0 74.5 74.1 84.0 4.505552
filter real knn alg-ga german 0.6910 0.7010 0.6973 0.7010 0.004885042 4.000 5.000 4.633 5.000 0.4901325
wrapper real knn alg-ga german 0.6944 0.7276 0.7305 0.7542 0.01605752 8.00 10.50 11.47 15.00 2.208656
filter real knn alg-ga ionosphere 0.9057 0.9057 0.9069 0.9434 0.006889592 5.000 6.000 5.767 6.000 0.4301831
wrapper real knn alg-ga ionosphere 0.8396 0.8774 0.8792 0.9245 0.02122551 7.00 11.00 11.30 16.00 2.437494
filter real knn alg-ga libras 0.6083 0.6667 0.6644 0.7250 0.03424985 6.000 7.000 6.767 7.000 0.4301831
wrapper real knn alg-ga libras 0.6750 0.7167 0.7167 0.7750 0.02387307 29.00 40.00 40.50 52.00 5.296388
filter real knn alg-ga sonar 0.6875 0.7969 0.7922 0.8438 0.04875021 7.0 7.0 7.2 8.0 0.4068381
wrapper real knn alg-ga sonar 0.7344 0.8125 0.8104 0.8594 0.03594414 20.00 27.00 26.77 33.00 2.896887
filter real knn alg-ga lymph 0.6596 0.6596 0.6709 0.7447 0.02942518 3.000 4.000 3.867 4.000 0.3457459
wrapper real knn alg-ga lymph 0.6383 0.8085 0.7759 0.8298 0.0641307 3.000 7.000 6.967 11.000 1.991072
filter real knn alg-ga mushroom 0.9869 0.9869 0.9870 0.9881 0.0003121921 2.0 2.0 2.5 4.0 0.5723515
wrapper real knn alg-ga mushroom 1 1 1 1 0 6.00 13.00 12.43 18.00 2.621967
filter real knn alg-ga optic 0.5833 0.6442 0.6547 0.6956 0.03880901 5.000 6.000 6.233 8.000 0.8976342
wrapper real knn alg-ga optic 0.8280 0.8454 0.8455 0.8623 0.006336394 43.00 48.50 48.63 55.00 2.999808
filter real knn alg-ga semeion 0.7060 0.7805 0.7810 0.8302 0.02435613 28.00 38.00 37.27 43.00 3.600128
wrapper real knn alg-ga semeion 0.8778 0.9089 0.9090 0.9255 0.009824249 128.0 140.0 140.1 152.0 6.180801
filter real knn alg-ga spect 0.7901 0.8025 0.7967 0.8025 0.006264398 6.000 7.000 6.867 7.000 0.3457459
wrapper real knn alg-ga spect 0.7531 0.8272 0.8251 0.8889 0.0267517 8.00 12.00 11.57 14.00 1.430778
filter real knn alg-ga splice 0.6027 0.7904 0.7626 0.8008 0.04145869 3.000 3.000 3.467 4.000 0.5074163
wrapper real knn alg-ga splice 0.8008 0.8222 0.8209 0.8624 0.01190082 13.00 18.00 18.77 27.00 3.20219
filter real knn alg-ga vehicle 0.5312 0.5664 0.5617 0.5664 0.01215513 5 5 5 5 0
wrapper real knn alg-ga vehicle 0.6523 0.6797 0.6775 0.7188 0.02208955 9.00 11.00 10.47 13.00 1.279368