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: 1, kappa: 1, kb_relative_information_score: 6471.7722, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0298, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0204, root_relative_squared_error: 0.0564, scimark_benchmark: 1282.5245, usercpu_time_millis: 499.944, usercpu_time_millis_testing: 8.645, usercpu_time_millis_training: 491.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6576.2922, 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: 1253.1792, usercpu_time_millis: 393.653, usercpu_time_millis_testing: 5.543, usercpu_time_millis_training: 388.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6576.1478, 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: 1245.8776, usercpu_time_millis: 208.852, usercpu_time_millis_testing: 4.137, usercpu_time_millis_training: 204.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6329.2015, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.064, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0332, root_relative_squared_error: 0.0919, scimark_benchmark: 1274.2594, usercpu_time_millis: 98.617, usercpu_time_millis_testing: 4.123, usercpu_time_millis_training: 94.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6576.1525, 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: 1252.6237, usercpu_time_millis: 88.518, usercpu_time_millis_testing: 2.234, usercpu_time_millis_training: 86.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6580.6469, 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: 0.0057, root_relative_squared_error: 0.0157, scimark_benchmark: 1284.2477, usercpu_time_millis: 80.476, usercpu_time_millis_testing: 2.292, usercpu_time_millis_training: 78.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6516.606, mean_absolute_error: 0.0044, 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: 0.017, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0255, root_relative_squared_error: 0.0707, scimark_benchmark: 1258.457, usercpu_time_millis: 172.3, usercpu_time_millis_testing: 4.901, usercpu_time_millis_training: 167.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9965, kb_relative_information_score: 6581.6778, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.6204, recall: 0.9991, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0174, root_relative_squared_error: 0.0483, scimark_benchmark: 1281.1868, usercpu_time_millis: 32.148, usercpu_time_millis_testing: 1.615, usercpu_time_millis_training: 30.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6588.8412, 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: 0.0016, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0025, root_relative_squared_error: 0.0068, scimark_benchmark: 1256.7269, usercpu_time_millis: 198.684, usercpu_time_millis_testing: 4.19, usercpu_time_millis_training: 194.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9947, kappa: 0.9794, kb_relative_information_score: 5660.5515, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.6204, recall: 0.9947, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.2738, scimark_benchmark: 1278.9497, usercpu_time_millis: 32.268, usercpu_time_millis_testing: 2.325, usercpu_time_millis_training: 29.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6536.5961, mean_absolute_error: 0.0032, 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: 0.0122, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0241, root_relative_squared_error: 0.0668, scimark_benchmark: 1254.4936, usercpu_time_millis: 226.978, usercpu_time_millis_testing: 4.955, usercpu_time_millis_training: 222.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.9106, 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: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.002, scimark_benchmark: 1285.7688, usercpu_time_millis: 125.496, usercpu_time_millis_testing: 2.643, usercpu_time_millis_training: 122.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6546.5914, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0117, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.013, root_relative_squared_error: 0.0361, scimark_benchmark: 1259.6586, usercpu_time_millis: 116.266, usercpu_time_millis_testing: 4.715, usercpu_time_millis_training: 111.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6138.8205, mean_absolute_error: 0.0262, 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: 0.1004, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0554, root_relative_squared_error: 0.1534, scimark_benchmark: 1251.2493, usercpu_time_millis: 303.202, usercpu_time_millis_testing: 10.243, usercpu_time_millis_training: 292.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6591.4444, 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: 0.0072, root_relative_squared_error: 0.0199, scimark_benchmark: 1248.2487, usercpu_time_millis: 294.019, usercpu_time_millis_testing: 7.375, usercpu_time_millis_training: 286.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.5992, 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: 0.0013, root_relative_squared_error: 0.0035, scimark_benchmark: 1288.2823, usercpu_time_millis: 191.152, usercpu_time_millis_testing: 3.307, usercpu_time_millis_training: 187.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.72, 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: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0004, root_relative_squared_error: 0.0011, scimark_benchmark: 1260.9703, usercpu_time_millis: 516.005, usercpu_time_millis_testing: 7.61, usercpu_time_millis_training: 508.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6399.6013, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.047, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0266, root_relative_squared_error: 0.0736, scimark_benchmark: 1279.0302, usercpu_time_millis: 250.412, usercpu_time_millis_testing: 6.846, usercpu_time_millis_training: 243.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6569.6768, 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: 0.0266, root_relative_squared_error: 0.0737, scimark_benchmark: 1251.392, usercpu_time_millis: 194.265, usercpu_time_millis_testing: 5.913, usercpu_time_millis_training: 188.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.6942, 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: 1282.2534, usercpu_time_millis: 384.111, usercpu_time_millis_testing: 5.807, usercpu_time_millis_training: 378.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6557.8127, 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: 0.0237, root_relative_squared_error: 0.0657, scimark_benchmark: 1264.4431, usercpu_time_millis: 576.982, usercpu_time_millis_testing: 8.345, usercpu_time_millis_training: 568.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.997, kappa: 0.9883, kb_relative_information_score: 5842.6285, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.997, predictive_accuracy: 0.997, prior_entropy: 0.6204, recall: 0.997, relative_absolute_error: 0.1486, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.2419, scimark_benchmark: 1269.5298, usercpu_time_millis: 134.512, usercpu_time_millis_testing: 4.577, usercpu_time_millis_training: 129.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6571.568, 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: 0.0034, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0252, root_relative_squared_error: 0.0698, scimark_benchmark: 1257.9119, usercpu_time_millis: 33.75, usercpu_time_millis_testing: 1.468, usercpu_time_millis_training: 32.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.9828, 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: 0.0009, root_relative_squared_error: 0.0024, scimark_benchmark: 1287.7501, usercpu_time_millis: 359.063, usercpu_time_millis_testing: 4.704, usercpu_time_millis_training: 354.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6589.0761, 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: 0.0013, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0091, root_relative_squared_error: 0.0252, scimark_benchmark: 1249.5715, usercpu_time_millis: 42.915, usercpu_time_millis_testing: 1.81, usercpu_time_millis_training: 41.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6367.4693, mean_absolute_error: 0.0134, 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: 0.0515, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0359, root_relative_squared_error: 0.0993, scimark_benchmark: 1210.2281, usercpu_time_millis: 61.312, usercpu_time_millis_testing: 2.343, usercpu_time_millis_training: 58.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6330.249, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0626, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0339, root_relative_squared_error: 0.0939, scimark_benchmark: 1261.9647, usercpu_time_millis: 269.325, usercpu_time_millis_testing: 7.04, usercpu_time_millis_training: 262.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6559.5096, 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: 0.0088, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0082, root_relative_squared_error: 0.0228, scimark_benchmark: 1274.6419, usercpu_time_millis: 48.242, usercpu_time_millis_testing: 1.696, usercpu_time_millis_training: 46.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6586.2207, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0019, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.011, root_relative_squared_error: 0.0305, scimark_benchmark: 1230.4848, usercpu_time_millis: 38.3, usercpu_time_millis_testing: 1.774, usercpu_time_millis_training: 36.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6538.1518, mean_absolute_error: 0.0031, 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: 0.0118, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0242, root_relative_squared_error: 0.067, scimark_benchmark: 1295.2744, usercpu_time_millis: 447.658, usercpu_time_millis_testing: 7.697, usercpu_time_millis_training: 439.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6581.1523, 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: 0.0033, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0092, root_relative_squared_error: 0.0254, scimark_benchmark: 1291.8903, usercpu_time_millis: 232.51, usercpu_time_millis_testing: 6.145, usercpu_time_millis_training: 226.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6561.8219, 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: 0.0059, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0684, scimark_benchmark: 1262.681, usercpu_time_millis: 401.298, usercpu_time_millis_testing: 8.322, usercpu_time_millis_training: 392.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6177.492, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0972, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0473, root_relative_squared_error: 0.1311, scimark_benchmark: 1275.9941, usercpu_time_millis: 195.18, usercpu_time_millis_testing: 7.669, usercpu_time_millis_training: 187.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6574.8978, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0052, root_relative_squared_error: 0.0144, scimark_benchmark: 1287.9028, usercpu_time_millis: 179.798, usercpu_time_millis_testing: 4.075, usercpu_time_millis_training: 175.723,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 5984.0188, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0715, root_relative_squared_error: 0.1981, scimark_benchmark: 1255.7542, usercpu_time_millis: 380.498, usercpu_time_millis_testing: 12.267, usercpu_time_millis_training: 368.231,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9947, kappa: 0.9794, kb_relative_information_score: 5784.9951, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.6204, recall: 0.9947, relative_absolute_error: 0.1574, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.2566, scimark_benchmark: 1287.3469, usercpu_time_millis: 82.512, usercpu_time_millis_testing: 3.501, usercpu_time_millis_training: 79.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6572.2099, 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: 0.0245, root_relative_squared_error: 0.0679, scimark_benchmark: 1286.2365, usercpu_time_millis: 273.088, usercpu_time_millis_testing: 5.102, usercpu_time_millis_training: 267.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6573.4339, 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: 0.0252, root_relative_squared_error: 0.0698, scimark_benchmark: 1269.5668, usercpu_time_millis: 253.572, usercpu_time_millis_testing: 5.874, usercpu_time_millis_training: 247.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.8742, 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: 0.0681, scimark_benchmark: 1280.687, usercpu_time_millis: 224.982, usercpu_time_millis_testing: 4.082, usercpu_time_millis_training: 220.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6510.131, 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: 0.0205, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0177, root_relative_squared_error: 0.049, scimark_benchmark: 1287.0012, usercpu_time_millis: 81.29, usercpu_time_millis_testing: 3.321, usercpu_time_millis_training: 77.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.0123, 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: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0005, root_relative_squared_error: 0.0015, scimark_benchmark: 1273.4016, usercpu_time_millis: 228.02, usercpu_time_millis_testing: 4.266, usercpu_time_millis_training: 223.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6590.83, 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: 0.0011, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0037, root_relative_squared_error: 0.0102, scimark_benchmark: 1257.5836, usercpu_time_millis: 223.888, usercpu_time_millis_testing: 4.501, usercpu_time_millis_training: 219.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6559.6486, 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: 0.0065, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0677, scimark_benchmark: 1271.1242, usercpu_time_millis: 268.352, usercpu_time_millis_testing: 5.107, usercpu_time_millis_training: 263.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6512.6489, mean_absolute_error: 0.0047, 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: 0.018, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0243, root_relative_squared_error: 0.0672, scimark_benchmark: 1277.6674, usercpu_time_millis: 463.518, usercpu_time_millis_testing: 7.084, usercpu_time_millis_training: 456.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6588.2317, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0017, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.002, root_relative_squared_error: 0.0055, scimark_benchmark: 1265.2129, usercpu_time_millis: 591.857, usercpu_time_millis_testing: 7.969, usercpu_time_millis_training: 583.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6406.6768, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0457, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.025, root_relative_squared_error: 0.0692, scimark_benchmark: 1270.1294, usercpu_time_millis: 203.178, usercpu_time_millis_testing: 6.195, usercpu_time_millis_training: 196.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.9465, 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: 0.0681, scimark_benchmark: 1286.8799, usercpu_time_millis: 297.15, usercpu_time_millis_testing: 4.792, usercpu_time_millis_training: 292.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6273.3296, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0735, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0426, root_relative_squared_error: 0.1179, scimark_benchmark: 1284.4303, usercpu_time_millis: 287.384, usercpu_time_millis_testing: 7.068, usercpu_time_millis_training: 280.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6564.8444, mean_absolute_error: 0.0013, 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: 0.0051, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0252, root_relative_squared_error: 0.0697, scimark_benchmark: 1265.7729, usercpu_time_millis: 220.988, usercpu_time_millis_testing: 6.36, usercpu_time_millis_training: 214.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6542.8822, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0129, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0089, root_relative_squared_error: 0.0246, scimark_benchmark: 1290.7039, usercpu_time_millis: 296.43, usercpu_time_millis_testing: 7.198, usercpu_time_millis_training: 289.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6050.1928, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.1186, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0623, root_relative_squared_error: 0.1726, scimark_benchmark: 1282.0538, usercpu_time_millis: 53.2, usercpu_time_millis_testing: 2.459, usercpu_time_millis_training: 50.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.5576, 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: 0.0043, root_relative_squared_error: 0.0119, scimark_benchmark: 1260.5728, usercpu_time_millis: 265.027, usercpu_time_millis_testing: 5.277, usercpu_time_millis_training: 259.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6576.011, 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: 1258.0249, usercpu_time_millis: 403.322, usercpu_time_millis_testing: 7.064, usercpu_time_millis_training: 396.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6282.295, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.072, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0402, root_relative_squared_error: 0.1114, scimark_benchmark: 1267.461, usercpu_time_millis: 398.684, usercpu_time_millis_testing: 10.986, usercpu_time_millis_training: 387.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.7282, 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: 0.0024, root_relative_squared_error: 0.0067, scimark_benchmark: 1293.706, usercpu_time_millis: 27.859, usercpu_time_millis_testing: 1.225, usercpu_time_millis_training: 26.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.8068, 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: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1264.9336, usercpu_time_millis: 23.613, usercpu_time_millis_testing: 1.355, usercpu_time_millis_training: 22.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9986, kappa: 0.9948, kb_relative_information_score: 5967.6151, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 0.6204, recall: 0.9986, relative_absolute_error: 0.1279, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2102, scimark_benchmark: 1260.6613, usercpu_time_millis: 226.516, usercpu_time_millis_testing: 8.071, usercpu_time_millis_training: 218.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6108.2154, mean_absolute_error: 0.0271, 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: 0.104, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0603, root_relative_squared_error: 0.1671, scimark_benchmark: 1262.7998, usercpu_time_millis: 49.334, usercpu_time_millis_testing: 2.439, usercpu_time_millis_training: 46.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6486.8097, mean_absolute_error: 0.0063, 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: 0.0243, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0254, root_relative_squared_error: 0.0704, scimark_benchmark: 1285.2607, usercpu_time_millis: 453.292, usercpu_time_millis_testing: 7.617, usercpu_time_millis_training: 445.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6322.346, mean_absolute_error: 0.0161, 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: 0.0618, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0395, root_relative_squared_error: 0.1094, scimark_benchmark: 1290.83, usercpu_time_millis: 437.29, usercpu_time_millis_testing: 8.899, usercpu_time_millis_training: 428.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.8611, 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: 0.0027, root_relative_squared_error: 0.0075, scimark_benchmark: 1291.2478, usercpu_time_millis: 469.132, usercpu_time_millis_testing: 8.171, usercpu_time_millis_training: 460.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6587.3294, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.002, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0031, root_relative_squared_error: 0.0085, scimark_benchmark: 1289.2672, usercpu_time_millis: 36.932, usercpu_time_millis_testing: 1.477, usercpu_time_millis_training: 35.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6572.0815, 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: 0.0034, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0677, scimark_benchmark: 1266.3683, usercpu_time_millis: 64.938, usercpu_time_millis_testing: 1.809, usercpu_time_millis_training: 63.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6532.266, mean_absolute_error: 0.0033, 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: 0.0127, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0285, root_relative_squared_error: 0.079, scimark_benchmark: 1262.147, usercpu_time_millis: 44.557, usercpu_time_millis_testing: 2.321, usercpu_time_millis_training: 42.236,

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