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#	ID classifier Options OptimizedValue SearchMode nbrOfFeatures TRAIN_10CV_ACC TRAIN_10CV_AUC TRAIN_10CV_AUPRC TRAIN_10CV_SEN TRAIN_10CV_SPE TRAIN_10CV_MCC TRAIN_10CV_BER TRAIN_10CV_FPR TRAIN_10CV_FNR TRAIN_10CV_PPV TRAIN_10CV_FDR TRAIN_10CV_Fscore TRAIN_10CV_kappa TRAIN_matrix TRAIN_LOOCV_ACC TRAIN_LOOCV_AUC TRAIN_LOOCV_AUPRC TRAIN_LOOCV_SEN TRAIN_LOOCV_SPE TRAIN_LOOCV_MCC TRAIN_LOOCV_BER TRAIN_RH_ACC TRAIN_RH_AUC TRAIN_RH_AUPRC TRAIN_RH_SEN TRAIN_RH_SPE TRAIN_RH_MCC TRAIN_RH_BER TRAIN_BS_ACC TRAIN_BS_AUC TRAIN_BS_AUPRC TRAIN_BS_SEN TRAIN_BS_SPE TRAIN_BS_MCC TRAIN_BS_BER TRAIN_BS.632+ TEST_ACC TEST_AUC TEST_AUPRC TEST_SEN TEST_SPE TEST_MCC TEST_BER TRAIN_TEST_RH_ACC TRAIN_TEST_RH_AUC TRAIN_TEST_RH_AUPRC TRAIN_TEST_RH_SEN TRAIN_TEST_RH_SPE TRAIN_TEST_RH_MCC TRAIN_TEST_RH_BER TRAIN_TEST_BS_ACC TRAIN_TEST_BS_AUC TRAIN_TEST_BS_AUPRC TRAIN_TEST_BS_SEN TRAIN_TEST_BS_SPE TRAIN_TEST_BS_MCC TRAIN_TEST_BS_BER TRAIN_TEST_BS.632+ AVG_BER STD_BER AVG_MCC STD_MCC AttributeList
1	misc.HyperPipes_FDR_top15_15_0.9221_575 misc.HyperPipes FDR top15 15 0.9221 0.9474 0.9364 0.9221 0.7975 0.7833 0.1402 0.2025 0.0779 0.9228 0.0772 0.9188 0.7744 [57 1] [5 14] 0.9091 0.9515 0.9387 0.9091 0.7933 0.7463 0.1488 0.901 0.964 0.964 0.901 0.803 0.737 0.148 0.917 0.971 0.969 0.917 0.811 0.776 0.136 0.066 0.143 0.006 0.761 0.022 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	631
2	rules.OLM_MCC_top25_25_0.7013_373 rules.OLM -R 0 -C 1 -U 0 MCC top25 25 0.7013 0.4655 0.6188 0.7013 0.2297 -0.134 0.5345 0.7703 0.2987 0.5572 0.4428 0.621 -0.0939 [54 4] [19 0] 0.7273 0.4828 0.6235 0.7273 0.2382 -0.0935 0.5172 0.722 0.481 0.629 0.722 0.24 -0.036 0.519 0.727 0.48 0.635 0.727 0.233 -0.041 0.52 0.367 0.523 0.008 -0.076 0.047 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	631
3	functions.VotedPerceptron_AUC_top40_40_0.7532_920 functions.VotedPerceptron -I 1 -E 1.0 -S 1 -M 10000 AUC top40 40 0.7532 0.5661 0.6836 0.7532 0.2468 0 0.5 0.7532 0.2468 0.5674 0.4326 0.6472 0 [58 0] [19 0] 0.7532 0.6212 0.7183 0.7532 0.2468 0 0.5 0.751 0.65 0.72 0.751 0.249 0 0.5 0.759 0.628 0.73 0.759 0.249 0.008 0.496 0.25 0.499 0.002 0.002 0.004 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
4	rules.NNge_ACC_top10_10_0.9221_339 rules.NNge -G 5 -I 5 ACC top10 10 0.9221 0.8775 0.8831 0.9221 0.8329 0.7848 0.1225 0.1671 0.0779 0.9208 0.0792 0.9206 0.7827 [56 2] [4 15] 0.8701 0.8076 0.8186 0.8701 0.7451 0.6395 0.1924 0.884 0.822 0.841 0.884 0.761 0.679 0.178 0.884 0.818 0.841 0.884 0.752 0.67 0.182 0.083 0.169 0.031 0.693 0.063 1	2	3	4	5	6	7	8	9	10	11	631
5	rules.OLM_BER_top50_50_0.7013_161 rules.OLM -R 0 -C 1 -U 0 BER top50 50 0.7013 0.4655 0.6188 0.7013 0.2297 -0.134 0.5345 0.7703 0.2987 0.5572 0.4428 0.621 -0.0939 [54 4] [19 0] 0.6753 0.4483 0.6142 0.6753 0.2212 -0.1664 0.5517 0.692 0.464 0.621 0.692 0.236 -0.102 0.536 0.706 0.472 0.625 0.706 0.238 -0.089 0.528 0.276 0.538 0.01 -0.123 0.035 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	631
6	bayes.AveragedNDependenceEstimators.A2DE_MCC_top10_10_0.8961_963 bayes.AveragedNDependenceEstimators.A2DE -F 1 -M 1.0 MCC top10 10 0.8961 0.9601 0.9589 0.8961 0.8244 0.7205 0.1397 0.1756 0.1039 0.8961 0.1039 0.8961 0.7205 [54 4] [4 15] 0.8701 0.9528 0.9533 0.8701 0.7805 0.6506 0.1747 0.89 0.963 0.964 0.89 0.839 0.718 0.136 0.897 0.97 0.972 0.897 0.835 0.734 0.134 0.084 0.146 0.019 0.706 0.037 1	2	3	4	5	6	7	8	9	10	11	631
7	functions.SimpleLogistic_FDR_top20_20_0.8831_399 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A FDR top20 20 0.8831 0.9247 0.9262 0.8831 0.8555 0.7049 0.1307 0.1445 0.1169 0.8916 0.1084 0.8858 0.7014 [52 6] [3 16] 0.8701 0.9192 0.9212 0.8701 0.7805 0.6506 0.1747 0.887 0.948 0.957 0.887 0.851 0.711 0.131 0.879 0.943 0.953 0.879 0.802 0.684 0.16 0.109 0.149 0.022 0.688 0.027 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
8	bayes.AveragedNDependenceEstimators.A1DE_BER_top40_40_0.8831_754 bayes.AveragedNDependenceEstimators.A1DE -F 1 -M 1.0 BER top40 40 0.8831 0.9564 0.9483 0.8831 0.8201 0.6914 0.1484 0.1799 0.1169 0.8855 0.1145 0.8841 0.691 [53 5] [4 15] 0.8961 0.9528 0.9377 0.8961 0.8244 0.7205 0.1397 0.91 0.969 0.97 0.91 0.867 0.765 0.111 0.911 0.971 0.975 0.911 0.85 0.766 0.12 0.066 0.13 0.017 0.736 0.036 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
9	functions.SimpleLogistic_ACC_top40_40_0.9351_397 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A ACC top40 40 0.9351 0.9791 0.9825 0.9351 0.9079 0.8288 0.0785 0.0921 0.0649 0.9366 0.0634 0.9356 0.8284 [55 3] [2 17] 0.9221 0.9882 0.9891 0.9221 0.8683 0.7904 0.1048 0.912 0.965 0.972 0.912 0.862 0.78 0.113 0.918 0.971 0.977 0.918 0.864 0.776 0.109 0.07 0.101 0.016 0.794 0.024 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
10	lazy.IBk_AUC_top30_30_0.9221_112 lazy.IBk -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" AUC top30 30 0.9221 0.9319 0.9121 0.9221 0.9391 0.8112 0.0694 0.0609 0.0779 0.9324 0.0676 0.9244 0.8042 [53 5] [1 18] 0.9351 0.9392 0.9221 0.9351 0.9433 0.8383 0.0608 0.912 0.919 0.908 0.912 0.926 0.785 0.081 0.913 0.927 0.921 0.913 0.939 0.796 0.074 0.064 0.071 0.008 0.808 0.023 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	631
11	functions.SPegasos_AUC_top15_15_0.8182_753 functions.SPegasos -F 0 -L 1.0E-4 -E 500 -M AUC top15 15 0.8182 0.7731 0.7818 0.8182 0.7281 0.5288 0.2269 0.2719 0.1818 0.8253 0.1747 0.8211 0.5276 [50 8] [6 13] 0.8182 0.7554 0.7717 0.8182 0.6927 0.5109 0.2446 0.852 0.813 0.824 0.852 0.774 0.621 0.187 0.866 0.833 0.838 0.866 0.8 0.662 0.167 0.123 0.206 0.036 0.581 0.073 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	631
12	bayes.AveragedNDependenceEstimators.A1DE_ACC_top50_50_0.8961_820 bayes.AveragedNDependenceEstimators.A1DE -F 1 -S -M 1.0 -W ACC top50 50 0.8961 0.9619 0.9582 0.8961 0.8244 0.7205 0.1397 0.1756 0.1039 0.8961 0.1039 0.8961 0.7205 [54 4] [4 15] 0.9091 0.9574 0.9411 0.9091 0.8287 0.7515 0.1311 0.909 0.972 0.974 0.909 0.874 0.771 0.109 0.902 0.969 0.972 0.902 0.847 0.743 0.126 0.07 0.126 0.013 0.746 0.021 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	631
13	functions.RBFNetwork_FDR_top20_20_0.8831_891 functions.RBFNetwork -B 3 -S 1 -R 1.0E-8 -M -1 -W 0.1 FDR top20 20 0.8831 0.8599 0.8662 0.8831 0.7494 0.6721 0.1838 0.2506 0.1169 0.8796 0.1204 0.8796 0.6679 [55 3] [6 13] 0.9351 0.8496 0.8671 0.9351 0.8372 0.8206 0.1139 0.91 0.885 0.902 0.91 0.847 0.762 0.122 0.911 0.881 0.902 0.911 0.842 0.756 0.123 0.064 0.136 0.032 0.753 0.061 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
14	functions.RBFNetwork_AUC_top5_5_0.9221_22 functions.RBFNetwork -B 3 -S 1 -R 1.0E-8 -M -1 -W 0.1 AUC top5 5 0.9221 0.9465 0.953 0.9221 0.9037 0.7994 0.0871 0.0963 0.0779 0.9261 0.0739 0.9233 0.7975 [54 4] [2 17] 0.8961 0.9229 0.9098 0.8961 0.8244 0.7205 0.1397 0.905 0.894 0.915 0.905 0.835 0.746 0.13 0.898 0.901 0.919 0.898 0.813 0.725 0.144 0.091 0.125 0.026 0.748 0.036 1	2	3	4	5	6	631
15	lazy.IBk_MCC_top40_40_0.9221_137 lazy.IBk -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.ManhattanDistance -D -R first-last\"" MCC top40 40 0.9221 0.9406 0.9209 0.9221 0.9391 0.8112 0.0694 0.0609 0.0779 0.9324 0.0676 0.9244 0.8042 [53 5] [1 18] 0.9221 0.9306 0.9106 0.9221 0.9391 0.8112 0.0694 0.893 0.898 0.884 0.893 0.903 0.742 0.102 0.875 0.878 0.886 0.875 0.882 0.701 0.122 0.089 0.091 0.026 0.766 0.054 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
16	rules.JRip_BER_top75_75_0.8052_609 rules.JRip -F 3 -N 2.0 -O 2 -S 1 BER top75 75 0.8052 0.7319 0.7799 0.8052 0.6177 0.4493 0.2886 0.3823 0.1948 0.7963 0.2037 0.7993 0.4466 [52 6] [9 10] 0.7922 0.7046 0.7616 0.7922 0.6488 0.441 0.2795 0.831 0.777 0.806 0.831 0.723 0.553 0.223 0.833 0.762 0.789 0.833 0.691 0.552 0.238 0.134 0.257 0.032 0.499 0.062 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	631
17	functions.RBFNetwork_MCC_top10_10_0.8701_363 functions.RBFNetwork -B 5 -S 1 -R 1.0E-8 -M -1 -W 0.1 MCC top10 10 0.8701 0.7814 0.8302 0.8701 0.6743 0.6266 0.2278 0.3257 0.1299 0.8679 0.1321 0.8611 0.6091 [56 2] [8 11] 0.8961 0.8231 0.8369 0.8961 0.789 0.7121 0.1574 0.877 0.808 0.86 0.877 0.733 0.648 0.195 0.892 0.837 0.868 0.892 0.802 0.715 0.153 0.098 0.183 0.035 0.675 0.045 1	2	3	4	5	6	7	8	9	10	11	631
18	functions.LibLINEAR_BER_top10_10_0.7403_155 functions.LibLINEAR -S 1 -C 1.0 -E 0.001 -B 1.0 -L 0.1 -I 1000 BER top10 10 0.7403 0.7037 0.7302 0.7403 0.6672 0.3751 0.2963 0.3328 0.2597 0.7703 0.2297 0.7509 0.3683 [45 13] [7 12] 0.6494 0.6965 0.7226 0.6494 0.7436 0.3388 0.3035 0.697 0.662 0.725 0.697 0.627 0.325 0.338 0.719 0.671 0.722 0.719 0.623 0.346 0.329 0.297 0.317 0.02 0.346 0.021 1	2	3	4	5	6	7	8	9	10	11	631
19	functions.RBFNetwork_ACC_top40_40_0.9351_813 functions.RBFNetwork -B 3 -S 1 -R 1.0E-8 -M -1 -W 0.1 ACC top40 40 0.9351 0.9318 0.9227 0.9351 0.9079 0.8288 0.0785 0.0921 0.0649 0.9366 0.0634 0.9356 0.8284 [55 3] [2 17] 0.9221 0.8905 0.8875 0.9221 0.8683 0.7904 0.1048 0.915 0.882 0.905 0.915 0.862 0.778 0.112 0.902 0.868 0.887 0.902 0.829 0.735 0.134 0.072 0.107 0.023 0.783 0.039 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
20	bayes.BayesNet_AUC_top30_30_0.8961_280 bayes.BayesNet -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.5 AUC top30 30 0.8961 0.9649 0.9612 0.8961 0.9306 0.7611 0.0867 0.0694 0.1039 0.9164 0.0836 0.9004 0.7473 [51 7] [1 18] 0.8831 0.9643 0.9606 0.8831 0.8909 0.7205 0.113 0.891 0.971 0.966 0.891 0.907 0.741 0.101 0.891 0.968 0.964 0.891 0.884 0.734 0.112 0.092 0.103 0.012 0.739 0.017 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	631
21	functions.RBFNetwork_AUC_top100_100_0.9091_330 functions.RBFNetwork -B 2 -S 1 -R 1.0E-8 -M -1 -W 0.1 AUC top100 100 0.9091 0.9389 0.9383 0.9091 0.9348 0.7855 0.078 0.0652 0.0909 0.9241 0.0759 0.9123 0.7753 [52 6] [1 18] 0.9221 0.9096 0.8916 0.9221 0.9391 0.8112 0.0694 0.917 0.901 0.921 0.917 0.878 0.779 0.098 0.915 0.908 0.916 0.915 0.886 0.784 0.099 0.08 0.086 0.015 0.79 0.014 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	77	78	79	80	81	82	83	84	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	631
22	bayes.BayesNet_ACC_top15_15_0.8961_371 bayes.BayesNet -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.BMAEstimator -- -A 0.5 ACC top15 15 0.8961 0.9628 0.9586 0.8961 0.8598 0.7317 0.1221 0.1402 0.1039 0.9009 0.0991 0.8978 0.7301 [53 5] [3 16] 0.8961 0.9628 0.9621 0.8961 0.8598 0.7317 0.1221 0.909 0.971 0.973 0.909 0.899 0.77 0.096 0.904 0.97 0.973 0.904 0.862 0.754 0.117 0.081 0.114 0.012 0.747 0.019 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	631
23	lazy.KStar_BER_top10_10_0.8701_435 lazy.KStar -B 20 -M n BER top10 10 0.8701 0.9519 0.9504 0.8701 0.7805 0.6506 0.1747 0.2195 0.1299 0.8701 0.1299 0.8701 0.6506 [53 5] [5 14] 0.8701 0.9428 0.9363 0.8701 0.7805 0.6506 0.1747 0.855 0.944 0.949 0.855 0.775 0.619 0.185 0.844 0.942 0.945 0.844 0.756 0.596 0.2 0.119 0.184 0.012 0.629 0.027 1	2	3	4	5	6	7	8	9	10	11	631
24	bayes.BayesNet_FDR_top75_75_0.8701_180 bayes.BayesNet -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.5 FDR top75 75 0.8701 0.9632 0.9458 0.8701 0.8867 0.6968 0.1216 0.1133 0.1299 0.8921 0.1079 0.8754 0.6842 [50 8] [2 17] 0.8701 0.9453 0.9333 0.8701 0.8867 0.6968 0.1216 0.875 0.954 0.941 0.875 0.906 0.712 0.11 0.885 0.945 0.935 0.885 0.885 0.729 0.115 0.107 0.117 0.006 0.709 0.015 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	631
25	bayes.BayesNet_MCC_top75_75_0.8701_88 bayes.BayesNet -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.BMAEstimator -- -A 0.5 MCC top75 75 0.8701 0.9625 0.9457 0.8701 0.8867 0.6968 0.1216 0.1133 0.1299 0.8921 0.1079 0.8754 0.6842 [50 8] [2 17] 0.8701 0.9453 0.9333 0.8701 0.8867 0.6968 0.1216 0.873 0.956 0.945 0.873 0.894 0.704 0.116 0.875 0.944 0.936 0.875 0.871 0.707 0.127 0.104 0.122 0.004 0.701 0.005 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	631
26	functions.VotedPerceptron_AUC_top50_50_0.7532_731 functions.VotedPerceptron -I 1 -E 1.0 -S 1 -M 10000 AUC top50 50 0.7532 0.6474 0.7255 0.7532 0.2468 0 0.5 0.7532 0.2468 0.5674 0.4326 0.6472 0 [58 0] [19 0] 0.7532 0.6331 0.7208 0.7532 0.2468 0 0.5 0.737 0.704 0.744 0.737 0.264 0.002 0.5 0.751 0.658 0.741 0.751 0.259 0.012 0.495 0.244 0.499 0.003 0.004 0.006 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	631
27	misc.HyperPipes_FDR_top20_20_0.9221_230 misc.HyperPipes FDR top20 20 0.9221 0.9519 0.9472 0.9221 0.7975 0.7833 0.1402 0.2025 0.0779 0.9228 0.0772 0.9188 0.7744 [57 1] [5 14] 0.9221 0.9574 0.9539 0.9221 0.7975 0.7833 0.1402 0.907 0.965 0.968 0.907 0.798 0.751 0.147 0.905 0.963 0.964 0.905 0.809 0.747 0.143 0.068 0.143 0.003 0.766 0.02 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
28	functions.SimpleLogistic_AUC_top5_5_0.9091_736 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A AUC top5 5 0.9091 0.961 0.9635 0.9091 0.864 0.7601 0.1134 0.136 0.0909 0.911 0.089 0.9099 0.7597 [54 4] [3 16] 0.9091 0.9465 0.9508 0.9091 0.864 0.7601 0.1134 0.898 0.956 0.963 0.898 0.865 0.748 0.118 0.9 0.96 0.968 0.9 0.864 0.744 0.118 0.09 0.116 0.003 0.753 0.008 1	2	3	4	5	6	631
29	rules.OLM_MCC_top30_30_0.7143_835 rules.OLM -R 0 -C 1 -U 0 MCC top30 30 0.7143 0.4741 0.6211 0.7143 0.234 -0.1152 0.5259 0.766 0.2857 0.5598 0.4402 0.6277 -0.0722 [55 3] [19 0] 0.7273 0.4828 0.6235 0.7273 0.2382 -0.0935 0.5172 0.709 0.475 0.624 0.709 0.241 -0.065 0.525 0.721 0.474 0.637 0.721 0.228 -0.064 0.526 0.296 0.524 0.004 -0.084 0.025 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	631
30	rules.NNge_ACC_top15_15_0.9091_900 rules.NNge -G 5 -I 5 ACC top15 15 0.9091 0.8512 0.8623 0.9091 0.7933 0.7463 0.1488 0.2067 0.0909 0.9074 0.0926 0.9063 0.7417 [56 2] [5 14] 0.8831 0.8339 0.8384 0.8831 0.7848 0.6803 0.1661 0.888 0.824 0.843 0.888 0.76 0.695 0.176 0.881 0.827 0.839 0.881 0.772 0.69 0.173 0.074 0.166 0.012 0.703 0.03 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	631
31	bayes.AveragedNDependenceEstimators.A2DE_MCC_top15_15_0.9091_126 bayes.AveragedNDependenceEstimators.A2DE -F 1 -M 1.0 MCC top15 15 0.9091 0.9492 0.9482 0.9091 0.8287 0.7515 0.1311 0.1713 0.0909 0.9078 0.0922 0.9083 0.751 [55 3] [4 15] 0.8831 0.941 0.9333 0.8831 0.7848 0.6803 0.1661 0.894 0.965 0.969 0.894 0.813 0.71 0.146 0.897 0.963 0.966 0.897 0.83 0.73 0.136 0.088 0.145 0.015 0.718 0.03 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	631
32	bayes.AveragedNDependenceEstimators.A1DE_BER_top50_50_0.8961_892 bayes.AveragedNDependenceEstimators.A1DE -F 1 -M 1.0 BER top50 50 0.8961 0.961 0.9575 0.8961 0.8244 0.7205 0.1397 0.1756 0.1039 0.8961 0.1039 0.8961 0.7205 [54 4] [4 15] 0.9091 0.9574 0.9411 0.9091 0.8287 0.7515 0.1311 0.912 0.973 0.976 0.912 0.878 0.763 0.105 0.903 0.966 0.969 0.903 0.849 0.748 0.124 0.065 0.125 0.015 0.746 0.018 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	631
33	functions.SimpleLogistic_FDR_top25_25_0.9091_777 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A FDR top25 25 0.9091 0.9655 0.9694 0.9091 0.8994 0.7716 0.0957 0.1006 0.0909 0.9165 0.0835 0.9112 0.7678 [53 5] [2 17] 0.8961 0.9646 0.9689 0.8961 0.8244 0.7205 0.1397 0.887 0.964 0.972 0.887 0.847 0.715 0.133 0.89 0.962 0.969 0.89 0.85 0.728 0.13 0.09 0.125 0.02 0.734 0.026 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	631
34	trees.LMT_FDR_top25_25_0.8312_928 trees.LMT -I -1 -M 15 -W 0.0 FDR top25 25 0.8312 0.9483 0.9578 0.8312 0.7677 0.5716 0.2005 0.2323 0.1688 0.8418 0.1582 0.8351 0.5687 [50 8] [5 14] 0.9221 0.9691 0.9734 0.9221 0.9037 0.7994 0.0871 0.89 0.956 0.964 0.89 0.852 0.72 0.129 0.899 0.96 0.968 0.899 0.849 0.737 0.126 0.073 0.136 0.047 0.707 0.097 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	631
35	rules.OLM_BER_top75_75_0.7013_211 rules.OLM -R 0 -C 1 -U 0 BER top75 75 0.7013 0.4655 0.6188 0.7013 0.2297 -0.134 0.5345 0.7703 0.2987 0.5572 0.4428 0.621 -0.0939 [54 4] [19 0] 0.7013 0.4655 0.6188 0.7013 0.2297 -0.134 0.5345 0.699 0.47 0.62 0.699 0.24 -0.098 0.53 0.703 0.466 0.628 0.703 0.23 -0.103 0.534 0.291 0.533 0.002 -0.117 0.019 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	631
36	functions.SimpleLogistic_ACC_top50_50_0.9351_431 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A ACC top50 50 0.9351 0.9791 0.9825 0.9351 0.9079 0.8288 0.0785 0.0921 0.0649 0.9366 0.0634 0.9356 0.8284 [55 3] [2 17] 0.9221 0.9882 0.9891 0.9221 0.8683 0.7904 0.1048 0.914 0.968 0.973 0.914 0.846 0.767 0.12 0.894 0.959 0.967 0.894 0.833 0.731 0.136 0.071 0.11 0.024 0.779 0.041 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	631
37	bayes.AveragedNDependenceEstimators.A1DE_ACC_top75_75_0.8961_445 bayes.AveragedNDependenceEstimators.A1DE -F 1 -S -M 1.0 -W ACC top75 75 0.8961 0.9664 0.9671 0.8961 0.8244 0.7205 0.1397 0.1756 0.1039 0.8961 0.1039 0.8961 0.7205 [54 4] [4 15] 0.9221 0.9682 0.9684 0.9221 0.8683 0.7904 0.1048 0.91 0.969 0.972 0.91 0.87 0.76 0.11 0.914 0.975 0.978 0.914 0.863 0.774 0.112 0.062 0.117 0.016 0.761 0.03 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	631
38	functions.RBFNetwork_AUC_top10_10_0.9091_943 functions.RBFNetwork -B 3 -S 1 -R 1.0E-8 -M -1 -W 0.1 AUC top10 10 0.9091 0.8773 0.9016 0.9091 0.864 0.7601 0.1134 0.136 0.0909 0.911 0.089 0.9099 0.7597 [54 4] [3 16] 0.9091 0.9073 0.8926 0.9091 0.864 0.7601 0.1134 0.896 0.886 0.907 0.896 0.808 0.709 0.148 0.888 0.888 0.909 0.888 0.783 0.693 0.165 0.095 0.135 0.026 0.731 0.035 1	2	3	4	5	6	7	8	9	10	11	631
39	functions.SPegasos_AUC_top20_20_0.8701_20 functions.SPegasos -F 0 -L 1.0E-4 -E 500 -M AUC top20 20 0.8701 0.843 0.8377 0.8701 0.8159 0.6641 0.157 0.1841 0.1299 0.8757 0.1243 0.8722 0.6626 [52 6] [4 15] 0.8961 0.8603 0.8587 0.8961 0.8244 0.7205 0.1397 0.875 0.849 0.851 0.875 0.823 0.675 0.151 0.88 0.849 0.857 0.88 0.819 0.684 0.151 0.1 0.15 0.007 0.686 0.024 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
40	functions.SimpleLogistic_AUC_top100_100_0.9351_854 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 AUC top100 100 0.9351 0.9855 0.9862 0.9351 0.8726 0.8227 0.0962 0.1274 0.0649 0.9343 0.0657 0.9345 0.8222 [56 2] [3 16] 0.9481 0.9891 0.9893 0.9481 0.9476 0.867 0.0522 0.92 0.959 0.974 0.92 0.871 0.78 0.1 0.909 0.967 0.973 0.909 0.86 0.756 0.115 0.066 0.091 0.027 0.806 0.049 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	77	78	79	80	81	82	83	84	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	631
41	functions.RBFNetwork_FDR_top25_25_0.9481_46 functions.RBFNetwork -B 3 -S 1 -R 1.0E-8 -M -1 -W 0.1 FDR top25 25 0.9481 0.9161 0.9137 0.9481 0.9122 0.8603 0.0699 0.0878 0.0519 0.9481 0.0519 0.9481 0.8603 [56 2] [2 17] 0.9351 0.9157 0.9036 0.9351 0.8726 0.8227 0.0962 0.914 0.882 0.906 0.914 0.856 0.784 0.115 0.916 0.892 0.909 0.916 0.837 0.773 0.124 0.063 0.101 0.024 0.81 0.04 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	631
42	functions.RBFClassifier_MCC_top20_20_0.8961_748 functions.RBFClassifier -N 2 -R 0.01 -L 1.0E-6 -C 2 -P 1 -E 1 -S 1 MCC top20 20 0.8961 0.9492 0.9531 0.8961 0.8244 0.7205 0.1397 0.1756 0.1039 0.8961 0.1039 0.8961 0.7205 [54 4] [4 15] 0.9091 0.9383 0.936 0.9091 0.864 0.7601 0.1134 0.88 0.954 0.961 0.88 0.845 0.699 0.138 0.891 0.954 0.96 0.891 0.838 0.723 0.135 0.096 0.132 0.012 0.726 0.025 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
43	functions.VotedPerceptron_AUC_top75_75_0.7532_314 functions.VotedPerceptron -I 1 -E 1.0 -S 1 -M 10000 AUC top75 75 0.7532 0.6945 0.7544 0.7532 0.2468 0 0.5 0.7532 0.2468 0.5674 0.4326 0.6472 0 [58 0] [19 0] 0.7532 0.6244 0.7152 0.7532 0.2468 0 0.5 0.765 0.725 0.772 0.765 0.235 0 0.5 0.757 0.674 0.751 0.757 0.26 0.022 0.492 0.255 0.498 0.004 0.005 0.011 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	631
44	lazy.IBk_AUC_top40_40_0.9091_646 lazy.IBk -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" AUC top40 40 0.9091 0.9215 0.9044 0.9091 0.8994 0.7716 0.0957 0.1006 0.0909 0.9165 0.0835 0.9112 0.7678 [53 5] [2 17] 0.9091 0.9043 0.8892 0.9091 0.8994 0.7716 0.0957 0.877 0.878 0.87 0.877 0.879 0.705 0.122 0.886 0.877 0.887 0.886 0.882 0.722 0.116 0.079 0.107 0.014 0.743 0.034 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
45	functions.LibLINEAR_BER_top15_15_0.7922_290 functions.LibLINEAR -S 1 -C 1.0 -E 0.001 -B 1.0 -L 0.1 -I 1000 BER top15 15 0.7922 0.7559 0.7666 0.7922 0.7196 0.4821 0.2441 0.2804 0.2078 0.809 0.191 0.7984 0.478 [48 10] [6 13] 0.7013 0.6602 0.7037 0.7013 0.619 0.292 0.3398 0.701 0.671 0.724 0.701 0.64 0.326 0.329 0.737 0.715 0.752 0.737 0.693 0.394 0.285 0.258 0.299 0.044 0.374 0.084 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	631
46	rules.JRip_BER_top100_100_0.8312_740 rules.JRip -F 3 -N 2.0 -O 2 -S 1 BER top100 100 0.8312 0.7305 0.7752 0.8312 0.697 0.538 0.2359 0.303 0.1688 0.8284 0.1716 0.8296 0.5376 [52 6] [7 12] 0.8571 0.8462 0.8548 0.8571 0.7763 0.6227 0.1833 0.833 0.776 0.804 0.833 0.719 0.556 0.224 0.825 0.764 0.794 0.825 0.7 0.54 0.237 0.133 0.22 0.025 0.564 0.04 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	77	78	79	80	81	82	83	84	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	631
47	functions.RBFNetwork_MCC_top15_15_0.8961_563 functions.RBFNetwork -B 5 -S 1 -R 1.0E-8 -M -1 -W 0.1 MCC top15 15 0.8961 0.7878 0.8307 0.8961 0.7536 0.7073 0.1751 0.2464 0.1039 0.8942 0.1058 0.8917 0.6992 [56 2] [6 13] 0.9091 0.8382 0.8542 0.9091 0.7933 0.7463 0.1488 0.893 0.841 0.875 0.893 0.786 0.7 0.161 0.896 0.846 0.882 0.896 0.801 0.713 0.151 0.099 0.159 0.012 0.717 0.02 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	631
48	misc.HyperPipes_FDR_top25_25_0.9221_951 misc.HyperPipes FDR top25 25 0.9221 0.9587 0.9508 0.9221 0.7975 0.7833 0.1402 0.2025 0.0779 0.9228 0.0772 0.9188 0.7744 [57 1] [5 14] 0.9221 0.961 0.953 0.9221 0.7975 0.7833 0.1402 0.893 0.964 0.966 0.893 0.766 0.713 0.17 0.899 0.966 0.966 0.899 0.782 0.731 0.16 0.072 0.153 0.015 0.753 0.036 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	631
49	functions.RBFNetwork_ACC_top50_50_0.8831_653 functions.RBFNetwork -B 3 -S 1 -R 1.0E-8 -M -1 -W 0.1 ACC top50 50 0.8831 0.8922 0.8913 0.8831 0.8201 0.6914 0.1484 0.1799 0.1169 0.8855 0.1145 0.8841 0.691 [53 5] [4 15] 0.9221 0.8769 0.8778 0.9221 0.8683 0.7904 0.1048 0.912 0.881 0.902 0.912 0.851 0.765 0.119 0.892 0.855 0.881 0.892 0.801 0.708 0.153 0.08 0.131 0.023 0.739 0.047 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	631
50	lazy.IBk_MCC_top50_50_0.9221_359 lazy.IBk -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.ManhattanDistance -D -R first-last\"" MCC top50 50 0.9221 0.9406 0.9209 0.9221 0.9391 0.8112 0.0694 0.0609 0.0779 0.9324 0.0676 0.9244 0.8042 [53 5] [1 18] 0.9091 0.922 0.8998 0.9091 0.9348 0.7855 0.078 0.866 0.868 0.862 0.866 0.87 0.682 0.132 0.884 0.886 0.89 0.884 0.883 0.726 0.116 0.102 0.099 0.03 0.751 0.058 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	631
51	functions.SimpleLogistic_AUC_top10_10_0.8961_639 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A AUC top10 10 0.8961 0.9428 0.9454 0.8961 0.8598 0.7317 0.1221 0.1402 0.1039 0.9009 0.0991 0.8978 0.7301 [53 5] [3 16] 0.8831 0.931 0.9338 0.8831 0.8201 0.6914 0.1484 0.89 0.955 0.963 0.89 0.852 0.723 0.129 0.871 0.946 0.955 0.871 0.82 0.676 0.155 0.107 0.139 0.016 0.706 0.026 1	2	3	4	5	6	7	8	9	10	11	631
52	bayes.BayesNet_AUC_top40_40_0.8831_707 bayes.BayesNet -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.5 AUC top40 40 0.8831 0.966 0.954 0.8831 0.8909 0.7205 0.113 0.1091 0.1169 0.8996 0.1004 0.8873 0.7111 [51 7] [2 17] 0.8831 0.966 0.954 0.8831 0.8909 0.7205 0.113 0.892 0.971 0.962 0.892 0.894 0.75 0.107 0.903 0.969 0.962 0.903 0.896 0.763 0.1 0.088 0.108 0.006 0.739 0.021 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
53	rules.OLM_MCC_top40_40_0.6883_829 rules.OLM -R 0 -C 1 -U 0 MCC top40 40 0.6883 0.4569 0.6165 0.6883 0.2255 -0.1508 0.5431 0.7745 0.3117 0.5545 0.4455 0.6142 -0.1146 [53 5] [19 0] 0.7273 0.4828 0.6235 0.7273 0.2382 -0.0935 0.5172 0.698 0.464 0.627 0.698 0.23 -0.101 0.536 0.693 0.464 0.621 0.693 0.234 -0.098 0.536 0.281 0.533 0.011 -0.111 0.027 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
54	rules.NNge_ACC_top20_20_0.8961_64 rules.NNge -G 5 -I 5 ACC top20 20 0.8961 0.8249 0.842 0.8961 0.7536 0.7073 0.1751 0.2464 0.1039 0.8942 0.1058 0.8917 0.6992 [56 2] [6 13] 0.9091 0.8689 0.8704 0.9091 0.8287 0.7515 0.1311 0.891 0.825 0.848 0.891 0.758 0.696 0.175 0.887 0.823 0.846 0.887 0.759 0.682 0.177 0.073 0.165 0.022 0.709 0.03 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
55	bayes.BayesNet_ACC_top20_20_0.8831_247 bayes.BayesNet -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.BMAEstimator -- -A 0.5 ACC top20 20 0.8831 0.9617 0.9503 0.8831 0.8555 0.7049 0.1307 0.1445 0.1169 0.8916 0.1084 0.8858 0.7014 [52 6] [3 16] 0.8831 0.9601 0.9602 0.8831 0.8555 0.7049 0.1307 0.891 0.963 0.965 0.891 0.883 0.732 0.113 0.894 0.97 0.968 0.894 0.881 0.738 0.113 0.095 0.122 0.01 0.72 0.018 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
56	bayes.AveragedNDependenceEstimators.A2DE_MCC_top20_20_0.8961_224 bayes.AveragedNDependenceEstimators.A2DE -F 1 -M 1.0 MCC top20 20 0.8961 0.9465 0.944 0.8961 0.8244 0.7205 0.1397 0.1756 0.1039 0.8961 0.1039 0.8961 0.7205 [54 4] [4 15] 0.8701 0.9383 0.9317 0.8701 0.7805 0.6506 0.1747 0.887 0.964 0.97 0.887 0.826 0.703 0.144 0.903 0.968 0.971 0.903 0.855 0.75 0.121 0.081 0.145 0.022 0.706 0.042 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
57	bayes.AveragedNDependenceEstimators.A1DE_BER_top75_75_0.8961_144 bayes.AveragedNDependenceEstimators.A1DE -F 1 -M 1.0 BER top75 75 0.8961 0.9664 0.9671 0.8961 0.8244 0.7205 0.1397 0.1756 0.1039 0.8961 0.1039 0.8961 0.7205 [54 4] [4 15] 0.9221 0.9682 0.9684 0.9221 0.8683 0.7904 0.1048 0.903 0.97 0.974 0.903 0.854 0.75 0.122 0.909 0.971 0.973 0.909 0.85 0.766 0.12 0.057 0.122 0.014 0.757 0.029 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	631
58	bayes.BayesNet_FDR_top100_100_0.8701_728 bayes.BayesNet -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.5 FDR top100 100 0.8701 0.9409 0.9174 0.8701 0.8867 0.6968 0.1216 0.1133 0.1299 0.8921 0.1079 0.8754 0.6842 [50 8] [2 17] 0.8701 0.9454 0.9346 0.8701 0.8867 0.6968 0.1216 0.882 0.947 0.938 0.882 0.893 0.721 0.112 0.873 0.936 0.925 0.873 0.882 0.696 0.123 0.11 0.12 0.005 0.703 0.012 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	77	78	79	80	81	82	83	84	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	631
59	bayes.BayesNet_MCC_top100_100_0.8701_852 bayes.BayesNet -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.BMAEstimator -- -A 0.5 MCC top100 100 0.8701 0.9409 0.9174 0.8701 0.8867 0.6968 0.1216 0.1133 0.1299 0.8921 0.1079 0.8754 0.6842 [50 8] [2 17] 0.8701 0.9454 0.9346 0.8701 0.8867 0.6968 0.1216 0.877 0.949 0.936 0.877 0.89 0.712 0.116 0.875 0.945 0.933 0.875 0.894 0.704 0.116 0.113 0.119 0.003 0.702 0.007 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	77	78	79	80	81	82	83	84	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	631
60	functions.SimpleLogistic_FDR_top30_30_0.9351_163 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A FDR top30 30 0.9351 0.9773 0.9805 0.9351 0.9079 0.8288 0.0785 0.0921 0.0649 0.9366 0.0634 0.9356 0.8284 [55 3] [2 17] 0.9481 0.9791 0.9821 0.9481 0.9122 0.8603 0.0699 0.909 0.969 0.975 0.909 0.879 0.769 0.106 0.927 0.976 0.981 0.927 0.888 0.806 0.093 0.064 0.087 0.016 0.816 0.038 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	631
61	functions.RBFClassifier_BER_top40_40_0.9091_809 functions.RBFClassifier -N 2 -R 0.01 -L 1.0E-6 -C 2 -P 1 -E 1 -S 1 BER top40 40 0.9091 0.9655 0.9682 0.9091 0.864 0.7601 0.1134 0.136 0.0909 0.911 0.089 0.9099 0.7597 [54 4] [3 16] 0.9221 0.9673 0.9691 0.9221 0.9037 0.7994 0.0871 0.912 0.972 0.976 0.912 0.888 0.772 0.1 0.895 0.965 0.969 0.895 0.836 0.723 0.135 0.086 0.109 0.02 0.764 0.032 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
62	functions.MultilayerPerceptronCS_ACC_top5_5_0.8961_864 functions.MultilayerPerceptronCS -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H a ACC top5 5 0.8961 0.9619 0.9546 0.8961 0.8598 0.7317 0.1221 0.1402 0.1039 0.9009 0.0991 0.8978 0.7301 [53 5] [3 16] 0.8961 0.9437 0.9377 0.8961 0.8598 0.7317 0.1221 0.896 0.965 0.97 0.896 0.865 0.743 0.12 0.882 0.954 0.961 0.882 0.832 0.684 0.143 0.097 0.127 0.011 0.723 0.026 1	2	3	4	5	6	631
63	functions.SimpleLogistic_ACC_top75_75_0.9351_267 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A ACC top75 75 0.9351 0.9755 0.9776 0.9351 0.9079 0.8288 0.0785 0.0921 0.0649 0.9366 0.0634 0.9356 0.8284 [55 3] [2 17] 0.9221 0.9828 0.9822 0.9221 0.8683 0.7904 0.1048 0.897 0.958 0.964 0.897 0.829 0.73 0.137 0.901 0.955 0.964 0.901 0.849 0.74 0.125 0.075 0.111 0.026 0.772 0.046 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	631
64	functions.VotedPerceptron_AUC_top100_100_0.7532_951 functions.VotedPerceptron -I 1 -E 1.0 -S 1 -M 10000 AUC top100 100 0.7532 0.8546 0.893 0.7532 0.2468 0 0.5 0.7532 0.2468 0.5674 0.4326 0.6472 0 [58 0] [19 0] 0.7532 0.8051 0.8299 0.7532 0.2821 0.0959 0.4823 0.771 0.87 0.874 0.771 0.316 0.122 0.457 0.782 0.847 0.869 0.782 0.41 0.221 0.404 0.218 0.461 0.042 0.11 0.091 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	77	78	79	80	81	82	83	84	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	631
65	functions.RBFNetwork_AUC_top15_15_0.8831_702 functions.RBFNetwork -B 3 -S 1 -R 1.0E-8 -M -1 -W 0.1 AUC top15 15 0.8831 0.8406 0.8744 0.8831 0.7848 0.6803 0.1661 0.2152 0.1169 0.8813 0.1187 0.882 0.6799 [54 4] [5 14] 0.9351 0.8898 0.8956 0.9351 0.9079 0.8288 0.0785 0.9 0.88 0.905 0.9 0.813 0.727 0.143 0.909 0.896 0.914 0.909 0.833 0.752 0.129 0.079 0.129 0.037 0.747 0.062 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	631
66	rules.OLM_BER_top100_100_0.7273_440 rules.OLM -R 0 -C 1 -U 0 BER top100 100 0.7273 0.4828 0.6235 0.7273 0.2382 -0.0935 0.5172 0.7618 0.2727 0.5624 0.4376 0.6343 -0.0493 [56 2] [19 0] 0.7532 0.5 0.6283 0.7532 0.2468 0 0.5 0.748 0.496 0.637 0.748 0.245 -0.012 0.504 0.754 0.495 0.642 0.754 0.237 -0.015 0.505 0.253 0.507 0.007 -0.03 0.043 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	77	78	79	80	81	82	83	84	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	631
67	lazy.KStar_BER_top15_15_0.8701_884 lazy.KStar -B 20 -M n BER top15 15 0.8701 0.9456 0.935 0.8701 0.7805 0.6506 0.1747 0.2195 0.1299 0.8701 0.1299 0.8701 0.6506 [53 5] [5 14] 0.8571 0.9365 0.9205 0.8571 0.7409 0.6092 0.201 0.853 0.935 0.938 0.853 0.773 0.614 0.187 0.859 0.938 0.94 0.859 0.784 0.626 0.179 0.111 0.185 0.012 0.625 0.019 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	631
68	bayes.AveragedNDependenceEstimators.A2DE_AUC_top50_50_0.8961_446 bayes.AveragedNDependenceEstimators.A2DE -F 1 -S -M 1.0 AUC top50 50 0.8961 0.9664 0.9652 0.8961 0.8244 0.7205 0.1397 0.1756 0.1039 0.8961 0.1039 0.8961 0.7205 [54 4] [4 15] 0.9091 0.9592 0.9424 0.9091 0.8287 0.7515 0.1311 0.897 0.966 0.969 0.897 0.839 0.732 0.132 0.913 0.975 0.977 0.913 0.855 0.771 0.116 0.065 0.13 0.01 0.744 0.022 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	631
69	misc.HyperPipes_FDR_top30_30_0.9221_601 misc.HyperPipes FDR top30 30 0.9221 0.9623 0.9517 0.9221 0.8329 0.7848 0.1225 0.1671 0.0779 0.9208 0.0792 0.9206 0.7827 [56 2] [4 15] 0.9221 0.9646 0.9571 0.9221 0.8329 0.7848 0.1225 0.897 0.97 0.972 0.897 0.752 0.711 0.175 0.886 0.964 0.965 0.886 0.757 0.707 0.178 0.076 0.149 0.031 0.747 0.044 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	631
70	bayes.AveragedNDependenceEstimators.A1DE_ACC_top100_100_0.9221_117 bayes.AveragedNDependenceEstimators.A1DE -F 1 -S -M 1.0 -W ACC top100 100 0.9221 0.9728 0.9733 0.9221 0.8683 0.7904 0.1048 0.1317 0.0779 0.9221 0.0779 0.9221 0.7904 [55 3] [3 16] 0.9351 0.9755 0.9739 0.9351 0.9079 0.8288 0.0785 0.917 0.971 0.974 0.917 0.878 0.785 0.103 0.925 0.977 0.979 0.925 0.884 0.805 0.096 0.055 0.096 0.012 0.802 0.02 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	77	78	79	80	81	82	83	84	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	631
71	functions.SPegasos_AUC_top25_25_0.9091_140 functions.SPegasos -F 0 -L 1.0E-4 -E 500 -M AUC top25 25 0.9091 0.8866 0.8794 0.9091 0.864 0.7601 0.1134 0.136 0.0909 0.911 0.089 0.9099 0.7597 [54 4] [3 16] 0.8831 0.8339 0.8384 0.8831 0.7848 0.6803 0.1661 0.894 0.863 0.868 0.894 0.832 0.718 0.137 0.89 0.854 0.868 0.89 0.817 0.703 0.146 0.081 0.141 0.022 0.715 0.034 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	631
72	functions.LibLINEAR_BER_top20_20_0.6883_217 functions.LibLINEAR -S 1 -C 1.0 -E 0.001 -B 1.0 -L 0.1 -I 1000 BER top20 20 0.6883 0.6869 0.7178 0.6883 0.6856 0.3287 0.3131 0.3144 0.3117 0.7585 0.2415 0.7077 0.3084 [40 18] [6 13] 0.7662 0.7564 0.7634 0.7662 0.7465 0.4632 0.2436 0.726 0.709 0.743 0.726 0.693 0.387 0.291 0.722 0.715 0.743 0.722 0.709 0.394 0.285 0.294 0.283 0.029 0.393 0.055 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
73	functions.RBFNetwork_FDR_top30_30_0.961_49 functions.RBFNetwork -B 3 -S 1 -R 1.0E-8 -M -1 -W 0.1 FDR top30 30 0.961 0.9434 0.9339 0.961 0.9518 0.8975 0.0436 0.0482 0.039 0.9621 0.0379 0.9614 0.897 [56 2] [1 18] 0.9351 0.9261 0.9134 0.9351 0.9079 0.8288 0.0785 0.928 0.906 0.923 0.928 0.882 0.807 0.095 0.916 0.887 0.907 0.916 0.853 0.776 0.116 0.066 0.083 0.031 0.827 0.052 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	631
74	functions.SimpleLogistic_AUC_top15_15_0.8571_255 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A AUC top15 15 0.8571 0.9265 0.9284 0.8571 0.847 0.6554 0.1479 0.153 0.1429 0.8751 0.1249 0.8622 0.6469 [50 8] [3 16] 0.8701 0.9338 0.9401 0.8701 0.8159 0.6641 0.157 0.876 0.941 0.953 0.876 0.821 0.682 0.152 0.89 0.953 0.963 0.89 0.813 0.711 0.149 0.1 0.151 0.004 0.678 0.025 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	631
75	functions.RBFNetwork_MCC_top20_20_0.8961_308 functions.RBFNetwork -B 5 -S 1 -R 1.0E-8 -M -1 -W 0.1 MCC top20 20 0.8961 0.8383 0.8532 0.8961 0.8244 0.7205 0.1397 0.1756 0.1039 0.8961 0.1039 0.8961 0.7205 [54 4] [4 15] 0.9221 0.9108 0.9292 0.9221 0.8329 0.7848 0.1225 0.894 0.861 0.884 0.894 0.802 0.711 0.152 0.903 0.864 0.883 0.903 0.83 0.74 0.134 0.088 0.137 0.012 0.739 0.033 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
76	rules.OLM_MCC_top50_50_0.7013_476 rules.OLM -R 0 -C 1 -U 0 MCC top50 50 0.7013 0.4655 0.6188 0.7013 0.2297 -0.134 0.5345 0.7703 0.2987 0.5572 0.4428 0.621 -0.0939 [54 4] [19 0] 0.6753 0.4483 0.6142 0.6753 0.2212 -0.1664 0.5517 0.71 0.475 0.627 0.71 0.241 -0.077 0.525 0.715 0.473 0.633 0.715 0.231 -0.083 0.527 0.277 0.535 0.012 -0.115 0.043 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	631
77	lazy.IBk_AUC_top50_50_0.9091_540 lazy.IBk -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" AUC top50 50 0.9091 0.9215 0.9044 0.9091 0.8994 0.7716 0.0957 0.1006 0.0909 0.9165 0.0835 0.9112 0.7678 [53 5] [2 17] 0.9091 0.9043 0.8892 0.9091 0.8994 0.7716 0.0957 0.877 0.871 0.867 0.877 0.865 0.702 0.129 0.875 0.857 0.868 0.875 0.855 0.7 0.135 0.085 0.114 0.021 0.736 0.041 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	631
78	functions.RBFNetwork_ACC_top75_75_0.8831_502 functions.RBFNetwork -B 3 -S 1 -R 1.0E-8 -M -1 -W 0.1 ACC top75 75 0.8831 0.8251 0.8458 0.8831 0.8201 0.6914 0.1484 0.1799 0.1169 0.8855 0.1145 0.8841 0.691 [53 5] [4 15] 0.9221 0.9096 0.9055 0.9221 0.8683 0.7904 0.1048 0.9 0.866 0.898 0.9 0.798 0.712 0.151 0.903 0.863 0.894 0.903 0.817 0.738 0.14 0.081 0.136 0.021 0.733 0.043 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	631
79	rules.NNge_ACC_top25_25_0.9091_903 rules.NNge -G 5 -I 5 ACC top25 25 0.9091 0.8512 0.8623 0.9091 0.7933 0.7463 0.1488 0.2067 0.0909 0.9074 0.0926 0.9063 0.7417 [56 2] [5 14] 0.8961 0.8249 0.842 0.8961 0.7536 0.7073 0.1751 0.889 0.817 0.842 0.889 0.746 0.685 0.183 0.891 0.828 0.846 0.891 0.765 0.706 0.172 0.081 0.17 0.015 0.711 0.026 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	631
80	lazy.IBk_MCC_top75_75_0.9091_952 lazy.IBk -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.ManhattanDistance -D -R first-last\"" MCC top75 75 0.9091 0.9342 0.9129 0.9091 0.9348 0.7855 0.078 0.0652 0.0909 0.9241 0.0759 0.9123 0.7753 [52 6] [1 18] 0.8961 0.9133 0.8896 0.8961 0.9306 0.7611 0.0867 0.878 0.889 0.875 0.878 0.899 0.721 0.111 0.851 0.85 0.862 0.851 0.862 0.658 0.144 0.101 0.105 0.03 0.731 0.056 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	631
81	bayes.NaiveBayesMultinomial_BER_B_8_0.5584_516 bayes.NaiveBayesMultinomial BER B 8 0.5584 0.4834 0.6242 0.5584 0.1829 -0.2815 0.6293 0.8171 0.4416 0.5224 0.4776 0.5398 -0.2783 [43 15] [19 0] 0.5844 0.4817 0.6236 0.5844 0.2268 -0.2055 0.5944 0.696 0.547 0.68 0.696 0.376 0.039 0.464 0.678 0.59 0.698 0.678 0.452 0.102 0.435 0.339 0.531 0.096 -0.086 0.186 1	630	603	581	571	563	556	362	349	631
82	bayes.BayesNet_AUC_top50_50_0.8961_743 bayes.BayesNet -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.5 AUC top50 50 0.8961 0.9658 0.9544 0.8961 0.9306 0.7611 0.0867 0.0694 0.1039 0.9164 0.0836 0.9004 0.7473 [51 7] [1 18] 0.8831 0.9642 0.9525 0.8831 0.8909 0.7205 0.113 0.887 0.967 0.958 0.887 0.915 0.741 0.099 0.893 0.965 0.957 0.893 0.893 0.734 0.107 0.088 0.101 0.011 0.739 0.017 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	631
83	lazy.KStar_MCC_top40_40_0.9221_756 lazy.KStar -B 20 -M m MCC top40 40 0.9221 0.9402 0.9215 0.9221 0.9391 0.8112 0.0694 0.0609 0.0779 0.9324 0.0676 0.9244 0.8042 [53 5] [1 18] 0.9351 0.9375 0.9162 0.9351 0.9433 0.8383 0.0608 0.891 0.938 0.926 0.891 0.913 0.754 0.098 0.897 0.935 0.927 0.897 0.905 0.75 0.099 0.073 0.082 0.02 0.788 0.043 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
84	trees.LMT_FDR_top30_30_0.9091_236 trees.LMT -I -1 -M 15 -W 0.0 FDR top30 30 0.9091 0.9773 0.9814 0.9091 0.8287 0.7515 0.1311 0.1713 0.0909 0.9078 0.0922 0.9083 0.751 [55 3] [4 15] 0.9481 0.9828 0.984 0.9481 0.9122 0.8603 0.0699 0.9 0.962 0.971 0.9 0.846 0.738 0.127 0.913 0.974 0.979 0.913 0.876 0.772 0.106 0.065 0.108 0.028 0.78 0.055 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	631
85	bayes.AveragedNDependenceEstimators.A2DE_MCC_top25_25_0.8961_678 bayes.AveragedNDependenceEstimators.A2DE -F 1 -M 1.0 MCC top25 25 0.8961 0.951 0.9437 0.8961 0.8244 0.7205 0.1397 0.1756 0.1039 0.8961 0.1039 0.8961 0.7205 [54 4] [4 15] 0.9091 0.9446 0.9348 0.9091 0.8287 0.7515 0.1311 0.897 0.969 0.973 0.897 0.827 0.728 0.138 0.897 0.967 0.971 0.897 0.825 0.724 0.139 0.082 0.137 0.004 0.731 0.014 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	631
86	functions.SimpleLogistic_FDR_top40_40_0.9351_603 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A FDR top40 40 0.9351 0.9791 0.9825 0.9351 0.9079 0.8288 0.0785 0.0921 0.0649 0.9366 0.0634 0.9356 0.8284 [55 3] [2 17] 0.9221 0.9882 0.9891 0.9221 0.8683 0.7904 0.1048 0.907 0.961 0.969 0.907 0.866 0.766 0.113 0.92 0.973 0.978 0.92 0.884 0.791 0.098 0.069 0.099 0.015 0.794 0.026 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
87	bayes.AveragedNDependenceEstimators.A1DE_BER_top100_100_0.9221_80 bayes.AveragedNDependenceEstimators.A1DE -F 1 -M 1.0 BER top100 100 0.9221 0.9737 0.9741 0.9221 0.8683 0.7904 0.1048 0.1317 0.0779 0.9221 0.0779 0.9221 0.7904 [55 3] [3 16] 0.9351 0.9755 0.9739 0.9351 0.9079 0.8288 0.0785 0.917 0.976 0.977 0.917 0.883 0.798 0.1 0.911 0.972 0.974 0.911 0.872 0.779 0.108 0.056 0.098 0.013 0.799 0.021 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	77	78	79	80	81	82	83	84	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	631
88	bayes.AveragedNDependenceEstimators.A2DE_ACC_FB_4_0.974_964 bayes.AveragedNDependenceEstimators.A2DE -F 1 -M 1.0 -W ACC FB 4 0.974 0.9628 0.9756 0.974 0.9207 0.93 0.0526 0.0793 0.026 0.9749 0.0251 0.9735 0.9276 [58 0] [2 17] 0.961 0.9628 0.9757 0.961 0.9165 0.8939 0.0613 0.901 0.937 0.941 0.901 0.823 0.735 0.138 0.897 0.943 0.948 0.897 0.819 0.73 0.142 0.076 0.098 0.048 0.822 0.105 1	2	27	30	65	631
89	misc.HyperPipes_FDR_top40_40_0.9091_883 misc.HyperPipes FDR top40 40 0.9091 0.9587 0.9534 0.9091 0.7933 0.7463 0.1488 0.2067 0.0909 0.9074 0.0926 0.9063 0.7417 [56 2] [5 14] 0.9091 0.9628 0.9555 0.9091 0.7933 0.7463 0.1488 0.891 0.969 0.971 0.891 0.756 0.708 0.177 0.887 0.966 0.967 0.887 0.748 0.693 0.182 0.09 0.164 0.018 0.723 0.027 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
90	functions.RBFNetwork_AUC_top20_20_0.8831_450 functions.RBFNetwork -B 3 -S 1 -R 1.0E-8 -M -1 -W 0.1 AUC top20 20 0.8831 0.8599 0.8662 0.8831 0.7494 0.6721 0.1838 0.2506 0.1169 0.8796 0.1204 0.8796 0.6679 [55 3] [6 13] 0.9351 0.8496 0.8671 0.9351 0.8372 0.8206 0.1139 0.907 0.881 0.905 0.907 0.823 0.745 0.135 0.896 0.854 0.884 0.896 0.793 0.721 0.155 0.07 0.147 0.03 0.74 0.062 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
91	functions.LibLINEAR_AUC_F_7_0.974_76 functions.LibLINEAR -S 1 -C 1.0 -E 0.001 -B 1.0 -Z -L 0.1 -I 1000 AUC F 7 0.974 0.9828 0.9701 0.974 0.9915 0.9346 0.0172 0.0085 0.026 0.9765 0.0235 0.9744 0.9325 [56 2] [0 19] 0.974 0.9828 0.9701 0.974 0.9915 0.9346 0.0172 0.961 0.97 0.958 0.961 0.978 0.903 0.03 0.951 0.958 0.946 0.951 0.966 0.885 0.042 0.035 0.027 0.012 0.914 0.025 1	2	3	5	10	20	115	203	631
92	functions.SimpleLogistic_ACC_top100_100_0.9221_232 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A ACC top100 100 0.9221 0.9791 0.9788 0.9221 0.8329 0.7848 0.1225 0.1671 0.0779 0.9208 0.0792 0.9206 0.7827 [56 2] [4 15] 0.9221 0.9637 0.9648 0.9221 0.8683 0.7904 0.1048 0.911 0.971 0.975 0.911 0.846 0.763 0.121 0.905 0.963 0.97 0.905 0.842 0.747 0.126 0.073 0.119 0.009 0.771 0.02 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	77	78	79	80	81	82	83	84	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	631
93	bayes.BayesNet_ACC_top25_25_0.8701_928 bayes.BayesNet -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.BMAEstimator -- -A 0.5 ACC top25 25 0.8701 0.9605 0.9572 0.8701 0.8513 0.6795 0.1393 0.1487 0.1299 0.8831 0.1169 0.874 0.6737 [51 7] [3 16] 0.8831 0.9612 0.9553 0.8831 0.8555 0.7049 0.1307 0.887 0.965 0.963 0.887 0.867 0.718 0.123 0.889 0.965 0.963 0.889 0.852 0.72 0.129 0.09 0.131 0.007 0.706 0.019 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	631
94	functions.SimpleLogistic_AUC_top20_20_0.8831_720 functions.SimpleLogistic -I 0 -M 500 -H 50 -W 0.0 -A AUC top20 20 0.8831 0.9247 0.9262 0.8831 0.8555 0.7049 0.1307 0.1445 0.1169 0.8916 0.1084 0.8858 0.7014 [52 6] [3 16] 0.8701 0.9192 0.9212 0.8701 0.7805 0.6506 0.1747 0.889 0.947 0.959 0.889 0.844 0.716 0.134 0.888 0.952 0.961 0.888 0.834 0.716 0.139 0.106 0.145 0.02 0.697 0.031 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	631
95	functions.LibLINEAR_BER_top25_25_0.7532_402 functions.LibLINEAR -S 1 -C 1.0 -E 0.001 -B 1.0 -L 0.1 -I 1000 BER top25 25 0.7532 0.7123 0.7362 0.7532 0.6714 0.3953 0.2877 0.3286 0.2468 0.7771 0.2229 0.762 0.3902 [46 12] [7 12] 0.6883 0.6515 0.6985 0.6883 0.6148 0.2738 0.3485 0.708 0.693 0.736 0.708 0.678 0.348 0.307 0.708 0.691 0.729 0.708 0.674 0.349 0.309 0.295 0.313 0.026 0.342 0.05 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	631
96	rules.NNge_AUC_F_8_0.974_991 rules.NNge -G 5 -I 5 AUC F 8 0.974 0.9651 0.9619 0.974 0.9561 0.9301 0.0349 0.0439 0.026 0.974 0.026 0.974 0.9301 [57 1] [1 18] 0.9091 0.8866 0.8794 0.9091 0.864 0.7601 0.1134 0.907 0.863 0.874 0.907 0.818 0.749 0.137 0.903 0.869 0.876 0.903 0.835 0.739 0.131 0.071 0.104 0.047 0.795 0.091 1	2	3	6	8	14	23	44	46	631
97	rules.NNge_ACC_top30_30_0.8961_390 rules.NNge -G 5 -I 5 ACC top30 30 0.8961 0.8249 0.842 0.8961 0.7536 0.7073 0.1751 0.2464 0.1039 0.8942 0.1058 0.8917 0.6992 [56 2] [6 13] 0.8961 0.8249 0.842 0.8961 0.7536 0.7073 0.1751 0.894 0.837 0.853 0.894 0.78 0.708 0.163 0.904 0.842 0.865 0.904 0.78 0.725 0.158 0.077 0.168 0.009 0.712 0.009 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	631
98	functions.SPegasos_AUC_top30_30_0.9091_181 functions.SPegasos -F 0 -L 1.0E-4 -E 500 -M AUC top30 30 0.9091 0.8866 0.8794 0.9091 0.864 0.7601 0.1134 0.136 0.0909 0.911 0.089 0.9099 0.7597 [54 4] [3 16] 0.9091 0.8689 0.8704 0.9091 0.8287 0.7515 0.1311 0.911 0.89 0.891 0.911 0.869 0.766 0.11 0.895 0.869 0.874 0.895 0.842 0.731 0.131 0.074 0.121 0.011 0.752 0.015 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	631
99	functions.RBFNetwork_FDR_top40_40_0.9351_983 functions.RBFNetwork -B 3 -S 1 -R 1.0E-8 -M -1 -W 0.1 FDR top40 40 0.9351 0.9318 0.9227 0.9351 0.9079 0.8288 0.0785 0.0921 0.0649 0.9366 0.0634 0.9356 0.8284 [55 3] [2 17] 0.9221 0.8905 0.8875 0.9221 0.8683 0.7904 0.1048 0.907 0.869 0.893 0.907 0.825 0.747 0.134 0.915 0.885 0.905 0.915 0.85 0.771 0.117 0.069 0.109 0.023 0.784 0.035 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	631
100	rules.OLM_MCC_top75_75_0.7013_76 rules.OLM -R 0 -C 1 -U 0 MCC top75 75 0.7013 0.4655 0.6188 0.7013 0.2297 -0.134 0.5345 0.7703 0.2987 0.5572 0.4428 0.621 -0.0939 [54 4] [19 0] 0.7013 0.4655 0.6188 0.7013 0.2297 -0.134 0.5345 0.7 0.468 0.625 0.7 0.236 -0.101 0.532 0.709 0.469 0.632 0.709 0.229 -0.099 0.531 0.305 0.533 0.002 -0.117 0.02 1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24	25	26	27	28	29	30	31	32	33	34	35	36	37	38	39	40	41	42	43	44	45	46	47	48	49	50	51	52	53	54	55	56	57	58	59	60	61	62	63	64	65	66	67	68	69	70	71	72	73	74	75	76	631