OpenML
Supervised Classification on musk

Supervised Classification on musk

Task 146082 Supervised Classification musk 13306 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6369.937, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0517, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0344, root_relative_squared_error: 0.0954, scimark_benchmark: 1264.9379, usercpu_time_millis: 246.129, usercpu_time_millis_testing: 5.554, usercpu_time_millis_training: 240.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6580.0191, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0039, root_relative_squared_error: 0.0108, scimark_benchmark: 1293.4655, usercpu_time_millis: 83.348, usercpu_time_millis_testing: 2.106, usercpu_time_millis_training: 81.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.6316, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0683, scimark_benchmark: 1292.1688, usercpu_time_millis: 209.658, usercpu_time_millis_testing: 3.955, usercpu_time_millis_training: 205.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9923, kappa: 0.9703, kb_relative_information_score: 5565.7171, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9925, predictive_accuracy: 0.9924, prior_entropy: 0.6204, recall: 0.9924, relative_absolute_error: 0.1907, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.2954, scimark_benchmark: 1262.8615, usercpu_time_millis: 19.638, usercpu_time_millis_testing: 1.509, usercpu_time_millis_training: 18.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6475.6839, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0266, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.03, root_relative_squared_error: 0.0832, scimark_benchmark: 1263.6824, usercpu_time_millis: 19.04, usercpu_time_millis_testing: 1.267, usercpu_time_millis_training: 17.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6585.9058, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0023, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0053, root_relative_squared_error: 0.0146, scimark_benchmark: 1276.5894, usercpu_time_millis: 279.121, usercpu_time_millis_testing: 6.28, usercpu_time_millis_training: 272.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6341.841, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.059, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0365, root_relative_squared_error: 0.1012, scimark_benchmark: 1267.4341, usercpu_time_millis: 135.995, usercpu_time_millis_testing: 5.351, usercpu_time_millis_training: 130.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6591.2265, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0012, root_relative_squared_error: 0.0035, scimark_benchmark: 1268.0625, usercpu_time_millis: 559.739, usercpu_time_millis_testing: 7.166, usercpu_time_millis_training: 552.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.8038, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0034, root_relative_squared_error: 0.0093, scimark_benchmark: 1293.4826, usercpu_time_millis: 316.819, usercpu_time_millis_testing: 5.81, usercpu_time_millis_training: 311.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9625, kappa: 0.8497, kb_relative_information_score: 4536.6175, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9656, predictive_accuracy: 0.9644, prior_entropy: 0.6204, recall: 0.9644, relative_absolute_error: 0.3344, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.4665, scimark_benchmark: 1289.503, usercpu_time_millis: 284.798, usercpu_time_millis_testing: 21.959, usercpu_time_millis_training: 262.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6582.5346, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.003, root_relative_squared_error: 0.0083, scimark_benchmark: 1269.6767, usercpu_time_millis: 197.544, usercpu_time_millis_testing: 3.527, usercpu_time_millis_training: 194.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6225.3645, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0803, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0524, root_relative_squared_error: 0.1452, scimark_benchmark: 1259.0919, usercpu_time_millis: 265.404, usercpu_time_millis_testing: 7.382, usercpu_time_millis_training: 258.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6511.0807, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0168, root_relative_squared_error: 0.0466, scimark_benchmark: 1272.1118, usercpu_time_millis: 251.212, usercpu_time_millis_testing: 8.508, usercpu_time_millis_training: 242.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.228, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1293.9228, usercpu_time_millis: 419.988, usercpu_time_millis_testing: 7.085, usercpu_time_millis_training: 412.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6559.3665, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0069, root_relative_squared_error: 0.019, scimark_benchmark: 1289.7744, usercpu_time_millis: 374.884, usercpu_time_millis_testing: 8.056, usercpu_time_millis_training: 366.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6108.1986, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.1066, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0582, root_relative_squared_error: 0.1611, scimark_benchmark: 1253.0007, usercpu_time_millis: 137.51, usercpu_time_millis_testing: 4.684, usercpu_time_millis_training: 132.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6539.9297, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0687, scimark_benchmark: 1291.6816, usercpu_time_millis: 127.537, usercpu_time_millis_testing: 3.662, usercpu_time_millis_training: 123.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6589.9794, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.0049, scimark_benchmark: 1273.3596, usercpu_time_millis: 95.201, usercpu_time_millis_testing: 2.209, usercpu_time_millis_training: 92.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6506.0888, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0196, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0254, root_relative_squared_error: 0.0702, scimark_benchmark: 1262.3112, usercpu_time_millis: 311.169, usercpu_time_millis_testing: 7.674, usercpu_time_millis_training: 303.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.3761, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0684, scimark_benchmark: 1268.1701, usercpu_time_millis: 473.798, usercpu_time_millis_testing: 8.697, usercpu_time_millis_training: 465.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6492.5301, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0226, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0286, root_relative_squared_error: 0.0792, scimark_benchmark: 1268.6441, usercpu_time_millis: 269.514, usercpu_time_millis_testing: 9.554, usercpu_time_millis_training: 259.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.979, kappa: 0.9172, kb_relative_information_score: 5007.9905, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9799, predictive_accuracy: 0.9795, prior_entropy: 0.6204, recall: 0.9795, relative_absolute_error: 0.2704, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.3924, scimark_benchmark: 1292.2071, usercpu_time_millis: 256.292, usercpu_time_millis_testing: 15.398, usercpu_time_millis_training: 240.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.0863, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0003, root_relative_squared_error: 0.0009, scimark_benchmark: 1293.9212, usercpu_time_millis: 252.993, usercpu_time_millis_testing: 4.837, usercpu_time_millis_training: 248.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6515.3655, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0174, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0684, scimark_benchmark: 1273.2187, usercpu_time_millis: 228.943, usercpu_time_millis_testing: 5.672, usercpu_time_millis_training: 223.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6558.0531, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0069, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0242, root_relative_squared_error: 0.0672, scimark_benchmark: 1290.5569, usercpu_time_millis: 398.402, usercpu_time_millis_testing: 7.299, usercpu_time_millis_training: 391.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6580.6602, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0036, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0031, root_relative_squared_error: 0.0087, scimark_benchmark: 1267.3981, usercpu_time_millis: 455.28, usercpu_time_millis_testing: 6.625, usercpu_time_millis_training: 448.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6381.191, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0492, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0331, root_relative_squared_error: 0.0917, scimark_benchmark: 1276.8403, usercpu_time_millis: 452.212, usercpu_time_millis_testing: 11.004, usercpu_time_millis_training: 441.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6572.6344, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1257.5787, usercpu_time_millis: 515.786, usercpu_time_millis_testing: 7.819, usercpu_time_millis_training: 507.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.7471, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0683, scimark_benchmark: 1262.2755, usercpu_time_millis: 391.523, usercpu_time_millis_testing: 7.461, usercpu_time_millis_training: 384.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.6067, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0027, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0249, root_relative_squared_error: 0.0689, scimark_benchmark: 1265.3775, usercpu_time_millis: 104.172, usercpu_time_millis_testing: 2.996, usercpu_time_millis_training: 101.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6567.1763, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0069, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0061, root_relative_squared_error: 0.0168, scimark_benchmark: 1264.7184, usercpu_time_millis: 115.586, usercpu_time_millis_testing: 3.143, usercpu_time_millis_training: 112.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6589.5287, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0014, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0033, root_relative_squared_error: 0.0091, scimark_benchmark: 1287.2774, usercpu_time_millis: 445.835, usercpu_time_millis_testing: 9.776, usercpu_time_millis_training: 436.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.6616, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0004, root_relative_squared_error: 0.0012, scimark_benchmark: 1243.8532, usercpu_time_millis: 350.24, usercpu_time_millis_testing: 5.638, usercpu_time_millis_training: 344.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6520.44, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0161, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1281.9242, usercpu_time_millis: 259.541, usercpu_time_millis_testing: 6.994, usercpu_time_millis_training: 252.547,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6570.6831, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0037, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0684, scimark_benchmark: 1286.201, usercpu_time_millis: 26.633, usercpu_time_millis_testing: 1.278, usercpu_time_millis_training: 25.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6567.5586, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0252, root_relative_squared_error: 0.0697, scimark_benchmark: 1297.9384, usercpu_time_millis: 104.187, usercpu_time_millis_testing: 3.066, usercpu_time_millis_training: 101.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 5943.2979, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.136, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.2072, scimark_benchmark: 1264.7061, usercpu_time_millis: 409.081, usercpu_time_millis_testing: 13.728, usercpu_time_millis_training: 395.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6391.1844, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0473, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0331, root_relative_squared_error: 0.0917, scimark_benchmark: 1293.567, usercpu_time_millis: 116.584, usercpu_time_millis_testing: 4.542, usercpu_time_millis_training: 112.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6572.2951, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0257, root_relative_squared_error: 0.071, scimark_benchmark: 1282.7224, usercpu_time_millis: 193.785, usercpu_time_millis_testing: 5.454, usercpu_time_millis_training: 188.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6459.398, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0283, root_relative_squared_error: 0.0784, scimark_benchmark: 1296.5619, usercpu_time_millis: 117.461, usercpu_time_millis_testing: 4.237, usercpu_time_millis_training: 113.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.2555, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0, root_relative_squared_error: 0.0001, scimark_benchmark: 1290.611, usercpu_time_millis: 263.761, usercpu_time_millis_testing: 3.92, usercpu_time_millis_training: 259.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6576.31, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0023, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1256.4177, usercpu_time_millis: 430.17, usercpu_time_millis_testing: 6.072, usercpu_time_millis_training: 424.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.998, kappa: 0.9924, kb_relative_information_score: 5818.6417, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.6204, recall: 0.998, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.2385, scimark_benchmark: 1294.0166, usercpu_time_millis: 325.944, usercpu_time_millis_testing: 12.343, usercpu_time_millis_training: 313.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6591.335, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0015, root_relative_squared_error: 0.0042, scimark_benchmark: 1291.4726, usercpu_time_millis: 220.762, usercpu_time_millis_testing: 4.082, usercpu_time_millis_training: 216.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6584.5461, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0041, root_relative_squared_error: 0.0114, scimark_benchmark: 1292.9698, usercpu_time_millis: 387.001, usercpu_time_millis_testing: 7.17, usercpu_time_millis_training: 379.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6563.7563, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0054, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0675, scimark_benchmark: 1272.672, usercpu_time_millis: 183.177, usercpu_time_millis_testing: 3.512, usercpu_time_millis_training: 179.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6567.8791, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0241, root_relative_squared_error: 0.0668, scimark_benchmark: 1288.2455, usercpu_time_millis: 76.979, usercpu_time_millis_testing: 2.192, usercpu_time_millis_training: 74.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.1783, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0005, scimark_benchmark: 1269.3697, usercpu_time_millis: 103.238, usercpu_time_millis_testing: 1.921, usercpu_time_millis_training: 101.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6578.6146, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0041, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0046, root_relative_squared_error: 0.0127, scimark_benchmark: 1273.3259, usercpu_time_millis: 330.994, usercpu_time_millis_testing: 6.628, usercpu_time_millis_training: 324.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 5931.1817, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.1457, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0694, root_relative_squared_error: 0.1922, scimark_benchmark: 1286.9734, usercpu_time_millis: 81.49, usercpu_time_millis_testing: 3.876, usercpu_time_millis_training: 77.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.6845, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0683, scimark_benchmark: 1288.9726, usercpu_time_millis: 477.811, usercpu_time_millis_testing: 7.249, usercpu_time_millis_training: 470.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6561.4149, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0057, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0269, root_relative_squared_error: 0.0746, scimark_benchmark: 1291.4154, usercpu_time_millis: 86.622, usercpu_time_millis_testing: 3.257, usercpu_time_millis_training: 83.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.9513, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0019, root_relative_squared_error: 0.0051, scimark_benchmark: 1278.0378, usercpu_time_millis: 401.679, usercpu_time_millis_testing: 7.432, usercpu_time_millis_training: 394.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6591.8899, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.004, root_relative_squared_error: 0.0112, scimark_benchmark: 1272.0863, usercpu_time_millis: 327.494, usercpu_time_millis_testing: 6.415, usercpu_time_millis_training: 321.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.7239, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0683, scimark_benchmark: 1292.0546, usercpu_time_millis: 258.931, usercpu_time_millis_testing: 4.32, usercpu_time_millis_training: 254.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.956, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1271.706, usercpu_time_millis: 222.498, usercpu_time_millis_testing: 3.779, usercpu_time_millis_training: 218.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6393.1215, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0489, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0264, root_relative_squared_error: 0.0731, scimark_benchmark: 1271.2336, usercpu_time_millis: 271.516, usercpu_time_millis_testing: 8.528, usercpu_time_millis_training: 262.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6572.2822, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0033, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1295.1645, usercpu_time_millis: 60.516, usercpu_time_millis_testing: 1.937, usercpu_time_millis_training: 58.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6510.1181, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.019, root_relative_squared_error: 0.0525, scimark_benchmark: 1246.2643, usercpu_time_millis: 45.987, usercpu_time_millis_testing: 2.263, usercpu_time_millis_training: 43.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6352.0278, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0554, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.036, root_relative_squared_error: 0.0996, scimark_benchmark: 1284.9391, usercpu_time_millis: 469.423, usercpu_time_millis_testing: 10.043, usercpu_time_millis_training: 459.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6573.2054, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.003, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0253, root_relative_squared_error: 0.07, scimark_benchmark: 1293.2413, usercpu_time_millis: 291.557, usercpu_time_millis_testing: 6.673, usercpu_time_millis_training: 284.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6449.6581, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0345, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1266.2127, usercpu_time_millis: 21.446, usercpu_time_millis_testing: 1.247, usercpu_time_millis_training: 20.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6559.7882, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.024, root_relative_squared_error: 0.0666, scimark_benchmark: 1296.0483, usercpu_time_millis: 293.68, usercpu_time_millis_testing: 4.613, usercpu_time_millis_training: 289.067,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs