OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9667, kappa: 0.918, kb_relative_information_score: 28624.8176, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9666, predictive_accuracy: 0.9668, prior_entropy: 0.863, recall: 0.9668, relative_absolute_error: 0.187, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1651, root_relative_squared_error: 0.3655, scimark_benchmark: 1292.1944, usercpu_time_millis: 581.673, usercpu_time_millis_testing: 24.108, usercpu_time_millis_training: 557.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.947, kappa: 0.8693, kb_relative_information_score: 26423.6761, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.947, predictive_accuracy: 0.9473, prior_entropy: 0.863, recall: 0.9473, relative_absolute_error: 0.2484, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2019, root_relative_squared_error: 0.4469, scimark_benchmark: 1250.5539, usercpu_time_millis: 459.787, usercpu_time_millis_testing: 10.836, usercpu_time_millis_training: 448.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9562, kappa: 0.8926, kb_relative_information_score: 27749.7788, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9562, predictive_accuracy: 0.9563, prior_entropy: 0.863, recall: 0.9563, relative_absolute_error: 0.2066, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.4112, scimark_benchmark: 1315.1937, usercpu_time_millis: 711.538, usercpu_time_millis_testing: 15.85, usercpu_time_millis_training: 695.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9652, kappa: 0.9146, kb_relative_information_score: 29353.8639, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9652, predictive_accuracy: 0.9653, prior_entropy: 0.863, recall: 0.9653, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.166, root_relative_squared_error: 0.3675, scimark_benchmark: 1243.6221, usercpu_time_millis: 2100.865, usercpu_time_millis_testing: 10.99, usercpu_time_millis_training: 2089.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9736, kappa: 0.9352, kb_relative_information_score: 31618.9175, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9735, predictive_accuracy: 0.9736, prior_entropy: 0.863, recall: 0.9736, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.3161, scimark_benchmark: 1290.8589, usercpu_time_millis: 10770.962, usercpu_time_millis_testing: 22.579, usercpu_time_millis_training: 10748.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9576, kappa: 0.8955, kb_relative_information_score: 26972.6031, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9577, predictive_accuracy: 0.9579, prior_entropy: 0.863, recall: 0.9579, relative_absolute_error: 0.2402, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.4123, scimark_benchmark: 1280.1824, usercpu_time_millis: 2630.021, usercpu_time_millis_testing: 95.908, usercpu_time_millis_training: 2534.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9644, kappa: 0.9125, kb_relative_information_score: 28719.2968, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9644, predictive_accuracy: 0.9645, prior_entropy: 0.863, recall: 0.9645, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.3716, scimark_benchmark: 1291.6059, usercpu_time_millis: 673.102, usercpu_time_millis_testing: 23.267, usercpu_time_millis_training: 649.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9646, kappa: 0.9127, kb_relative_information_score: 27927.1694, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9646, predictive_accuracy: 0.9648, prior_entropy: 0.863, recall: 0.9648, relative_absolute_error: 0.212, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1716, root_relative_squared_error: 0.3798, scimark_benchmark: 1269.8416, usercpu_time_millis: 1250.071, usercpu_time_millis_testing: 61.235, usercpu_time_millis_training: 1188.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.923, kappa: 0.8064, kb_relative_information_score: 18495.4945, mean_absolute_error: 0.2133, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9285, predictive_accuracy: 0.9258, prior_entropy: 0.863, recall: 0.9258, relative_absolute_error: 0.5226, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.5979, scimark_benchmark: 1291.9694, usercpu_time_millis: 549.073, usercpu_time_millis_testing: 40.411, usercpu_time_millis_training: 508.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9603, kappa: 0.9024, kb_relative_information_score: 28153.9359, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9603, predictive_accuracy: 0.9604, prior_entropy: 0.863, recall: 0.9604, relative_absolute_error: 0.1966, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.3939, scimark_benchmark: 1301.5122, usercpu_time_millis: 839.263, usercpu_time_millis_testing: 29.501, usercpu_time_millis_training: 809.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9604, kappa: 0.9027, kb_relative_information_score: 28245.8931, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9603, predictive_accuracy: 0.9605, prior_entropy: 0.863, recall: 0.9605, relative_absolute_error: 0.1933, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.3911, scimark_benchmark: 1315.4709, usercpu_time_millis: 2731.29, usercpu_time_millis_testing: 55.305, usercpu_time_millis_training: 2675.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9613, kappa: 0.905, kb_relative_information_score: 28345.8379, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9613, predictive_accuracy: 0.9615, prior_entropy: 0.863, recall: 0.9615, relative_absolute_error: 0.1908, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.3882, scimark_benchmark: 1268.2301, usercpu_time_millis: 176.077, usercpu_time_millis_testing: 7.384, usercpu_time_millis_training: 168.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9481, kappa: 0.8713, kb_relative_information_score: 23691.2166, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9488, predictive_accuracy: 0.9488, prior_entropy: 0.863, recall: 0.9488, relative_absolute_error: 0.3514, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.4833, scimark_benchmark: 1290.9445, usercpu_time_millis: 444.181, usercpu_time_millis_testing: 30.427, usercpu_time_millis_training: 413.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9624, kappa: 0.9075, kb_relative_information_score: 28539.7576, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9623, predictive_accuracy: 0.9625, prior_entropy: 0.863, recall: 0.9625, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3807, scimark_benchmark: 1265.497, usercpu_time_millis: 2315.023, usercpu_time_millis_testing: 48.839, usercpu_time_millis_training: 2266.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9595, kappa: 0.9003, kb_relative_information_score: 27679.7984, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9595, predictive_accuracy: 0.9597, prior_entropy: 0.863, recall: 0.9597, relative_absolute_error: 0.2159, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.3968, scimark_benchmark: 1266.8111, usercpu_time_millis: 950.509, usercpu_time_millis_testing: 57.825, usercpu_time_millis_training: 892.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9203, kappa: 0.7999, kb_relative_information_score: 23150.6249, mean_absolute_error: 0.1452, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9242, predictive_accuracy: 0.9228, prior_entropy: 0.863, recall: 0.9228, relative_absolute_error: 0.3559, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.5237, scimark_benchmark: 1292.425, usercpu_time_millis: 515.152, usercpu_time_millis_testing: 20.805, usercpu_time_millis_training: 494.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9629, kappa: 0.9089, kb_relative_information_score: 28811.9557, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9628, predictive_accuracy: 0.9629, prior_entropy: 0.863, recall: 0.9629, relative_absolute_error: 0.1751, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.377, scimark_benchmark: 1276.0132, usercpu_time_millis: 472.879, usercpu_time_millis_testing: 11.304, usercpu_time_millis_training: 461.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9439, kappa: 0.8609, kb_relative_information_score: 23377.4483, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9445, predictive_accuracy: 0.9447, prior_entropy: 0.863, recall: 0.9447, relative_absolute_error: 0.3579, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.4968, scimark_benchmark: 1269.0799, usercpu_time_millis: 1919.697, usercpu_time_millis_testing: 88.735, usercpu_time_millis_training: 1830.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9601, kappa: 0.902, kb_relative_information_score: 28445.9435, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.96, predictive_accuracy: 0.9602, prior_entropy: 0.863, recall: 0.9602, relative_absolute_error: 0.1854, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.3902, scimark_benchmark: 1314.2705, usercpu_time_millis: 5036.856, usercpu_time_millis_testing: 89.657, usercpu_time_millis_training: 4947.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9602, kappa: 0.9019, kb_relative_information_score: 27184.1661, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9603, predictive_accuracy: 0.9605, prior_entropy: 0.863, recall: 0.9605, relative_absolute_error: 0.2355, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.4015, scimark_benchmark: 1325.213, usercpu_time_millis: 575.64, usercpu_time_millis_testing: 35.564, usercpu_time_millis_training: 540.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9606, kappa: 0.9033, kb_relative_information_score: 28541.4322, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9606, predictive_accuracy: 0.9607, prior_entropy: 0.863, recall: 0.9607, relative_absolute_error: 0.1828, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3874, scimark_benchmark: 1248.0551, usercpu_time_millis: 2976.213, usercpu_time_millis_testing: 64.605, usercpu_time_millis_training: 2911.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9594, kappa: 0.9004, kb_relative_information_score: 28209.6716, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9594, predictive_accuracy: 0.9595, prior_entropy: 0.863, recall: 0.9595, relative_absolute_error: 0.1936, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.178, root_relative_squared_error: 0.3941, scimark_benchmark: 1262.4872, usercpu_time_millis: 1796.397, usercpu_time_millis_testing: 31.124, usercpu_time_millis_training: 1765.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9645, kappa: 0.9128, kb_relative_information_score: 29113.3207, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9645, predictive_accuracy: 0.9646, prior_entropy: 0.863, recall: 0.9646, relative_absolute_error: 0.1646, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.3724, scimark_benchmark: 1325.6564, usercpu_time_millis: 71.157, usercpu_time_millis_testing: 3.274, usercpu_time_millis_training: 67.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9497, kappa: 0.8761, kb_relative_information_score: 26695.2274, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9496, predictive_accuracy: 0.9499, prior_entropy: 0.863, recall: 0.9499, relative_absolute_error: 0.2399, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.4402, scimark_benchmark: 1244.96, usercpu_time_millis: 1460.086, usercpu_time_millis_testing: 42.648, usercpu_time_millis_training: 1417.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9306, kappa: 0.827, kb_relative_information_score: 23772.8497, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9319, predictive_accuracy: 0.9319, prior_entropy: 0.863, recall: 0.9319, relative_absolute_error: 0.3365, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.5053, scimark_benchmark: 1273.904, usercpu_time_millis: 103.419, usercpu_time_millis_testing: 4.551, usercpu_time_millis_training: 98.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.938, kappa: 0.8467, kb_relative_information_score: 25565.5717, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9382, predictive_accuracy: 0.9387, prior_entropy: 0.863, recall: 0.9387, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.4765, scimark_benchmark: 1266.8856, usercpu_time_millis: 1535.75, usercpu_time_millis_testing: 29.292, usercpu_time_millis_training: 1506.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9591, kappa: 0.8992, kb_relative_information_score: 27447.1495, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9591, predictive_accuracy: 0.9593, prior_entropy: 0.863, recall: 0.9593, relative_absolute_error: 0.2233, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.182, root_relative_squared_error: 0.403, scimark_benchmark: 1298.7169, usercpu_time_millis: 2816.81, usercpu_time_millis_testing: 114.156, usercpu_time_millis_training: 2702.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9406, kappa: 0.8532, kb_relative_information_score: 25835.412, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9407, predictive_accuracy: 0.9412, prior_entropy: 0.863, recall: 0.9412, relative_absolute_error: 0.2652, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4652, scimark_benchmark: 1243.4383, usercpu_time_millis: 5126.699, usercpu_time_millis_testing: 81.479, usercpu_time_millis_training: 5045.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9677, kappa: 0.9206, kb_relative_information_score: 29241.9976, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9677, predictive_accuracy: 0.9678, prior_entropy: 0.863, recall: 0.9678, relative_absolute_error: 0.1646, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.3543, scimark_benchmark: 1252.9245, usercpu_time_millis: 1021.122, usercpu_time_millis_testing: 34.774, usercpu_time_millis_training: 986.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9655, kappa: 0.9152, kb_relative_information_score: 28505.1509, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9655, predictive_accuracy: 0.9656, prior_entropy: 0.863, recall: 0.9656, relative_absolute_error: 0.1911, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.3688, scimark_benchmark: 1250.345, usercpu_time_millis: 1422.904, usercpu_time_millis_testing: 52.371, usercpu_time_millis_training: 1370.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9548, kappa: 0.8891, kb_relative_information_score: 27527.9386, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9548, predictive_accuracy: 0.9549, prior_entropy: 0.863, recall: 0.9549, relative_absolute_error: 0.2125, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.4197, scimark_benchmark: 1262.8136, usercpu_time_millis: 2970.883, usercpu_time_millis_testing: 35.314, usercpu_time_millis_training: 2935.569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9601, kappa: 0.9021, kb_relative_information_score: 28329.0454, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9601, predictive_accuracy: 0.9602, prior_entropy: 0.863, recall: 0.9602, relative_absolute_error: 0.1901, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.3905, scimark_benchmark: 1292.7195, usercpu_time_millis: 2165.961, usercpu_time_millis_testing: 42.784, usercpu_time_millis_training: 2123.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9642, kappa: 0.9122, kb_relative_information_score: 29089.9085, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9642, predictive_accuracy: 0.9643, prior_entropy: 0.863, recall: 0.9643, relative_absolute_error: 0.1659, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.3695, scimark_benchmark: 1235.8294, usercpu_time_millis: 6066.277, usercpu_time_millis_testing: 73.298, usercpu_time_millis_training: 5992.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9246, kappa: 0.8105, kb_relative_information_score: 18614.4261, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9297, predictive_accuracy: 0.9272, prior_entropy: 0.863, recall: 0.9272, relative_absolute_error: 0.5189, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.5952, scimark_benchmark: 1284.1965, usercpu_time_millis: 544.266, usercpu_time_millis_testing: 39.219, usercpu_time_millis_training: 505.047,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9563, kappa: 0.8925, kb_relative_information_score: 27182.7663, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9563, predictive_accuracy: 0.9566, prior_entropy: 0.863, recall: 0.9566, relative_absolute_error: 0.2292, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.4155, scimark_benchmark: 1251.0082, usercpu_time_millis: 1028.287, usercpu_time_millis_testing: 35.138, usercpu_time_millis_training: 993.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9682, kappa: 0.922, kb_relative_information_score: 29547.1525, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9682, predictive_accuracy: 0.9683, prior_entropy: 0.863, recall: 0.9683, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3482, scimark_benchmark: 1293.0232, usercpu_time_millis: 1736.611, usercpu_time_millis_testing: 38.819, usercpu_time_millis_training: 1697.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9531, kappa: 0.8848, kb_relative_information_score: 27299.7041, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.953, predictive_accuracy: 0.9531, prior_entropy: 0.863, recall: 0.9531, relative_absolute_error: 0.2195, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.193, root_relative_squared_error: 0.4272, scimark_benchmark: 1249.2015, usercpu_time_millis: 348.319, usercpu_time_millis_testing: 7.741, usercpu_time_millis_training: 340.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9547, kappa: 0.8889, kb_relative_information_score: 27472.1175, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9547, predictive_accuracy: 0.9548, prior_entropy: 0.863, recall: 0.9548, relative_absolute_error: 0.2144, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.4211, scimark_benchmark: 1232.4333, usercpu_time_millis: 3668.316, usercpu_time_millis_testing: 63.428, usercpu_time_millis_training: 3604.888,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.954, kappa: 0.8863, kb_relative_information_score: 24962.3809, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9545, predictive_accuracy: 0.9546, prior_entropy: 0.863, recall: 0.9546, relative_absolute_error: 0.3118, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.4502, scimark_benchmark: 1269.6223, usercpu_time_millis: 1044.452, usercpu_time_millis_testing: 71.515, usercpu_time_millis_training: 972.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9507, kappa: 0.8789, kb_relative_information_score: 26969.5397, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9506, predictive_accuracy: 0.9508, prior_entropy: 0.863, recall: 0.9508, relative_absolute_error: 0.2303, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.4349, scimark_benchmark: 1265.362, usercpu_time_millis: 2125.138, usercpu_time_millis_testing: 39.594, usercpu_time_millis_training: 2085.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9611, kappa: 0.9044, kb_relative_information_score: 28497.4967, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.961, predictive_accuracy: 0.9612, prior_entropy: 0.863, recall: 0.9612, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.3881, scimark_benchmark: 1267.2888, usercpu_time_millis: 554.065, usercpu_time_millis_testing: 16.429, usercpu_time_millis_training: 537.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9498, kappa: 0.8757, kb_relative_information_score: 24836.6265, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9502, predictive_accuracy: 0.9504, prior_entropy: 0.863, recall: 0.9504, relative_absolute_error: 0.3112, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4621, scimark_benchmark: 1261.5765, usercpu_time_millis: 505.954, usercpu_time_millis_testing: 22.265, usercpu_time_millis_training: 483.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9544, kappa: 0.8876, kb_relative_information_score: 26588.5195, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9545, predictive_accuracy: 0.9548, prior_entropy: 0.863, recall: 0.9548, relative_absolute_error: 0.2505, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.4266, scimark_benchmark: 1258.9552, usercpu_time_millis: 140.721, usercpu_time_millis_testing: 7.318, usercpu_time_millis_training: 133.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.962, kappa: 0.9065, kb_relative_information_score: 28429.3991, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9619, predictive_accuracy: 0.9621, prior_entropy: 0.863, recall: 0.9621, relative_absolute_error: 0.1887, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.173, root_relative_squared_error: 0.3831, scimark_benchmark: 1261.8278, usercpu_time_millis: 4323.316, usercpu_time_millis_testing: 109.636, usercpu_time_millis_training: 4213.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9537, kappa: 0.8862, kb_relative_information_score: 27198.1547, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9537, predictive_accuracy: 0.9539, prior_entropy: 0.863, recall: 0.9539, relative_absolute_error: 0.2258, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.4231, scimark_benchmark: 1255.2613, usercpu_time_millis: 1649.338, usercpu_time_millis_testing: 83.087, usercpu_time_millis_training: 1566.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9626, kappa: 0.9082, kb_relative_information_score: 28541.7992, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9626, predictive_accuracy: 0.9627, prior_entropy: 0.863, recall: 0.9627, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.3813, scimark_benchmark: 1257.9754, usercpu_time_millis: 2032.806, usercpu_time_millis_testing: 82.907, usercpu_time_millis_training: 1949.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9648, kappa: 0.9134, kb_relative_information_score: 28952.295, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9647, predictive_accuracy: 0.9648, prior_entropy: 0.863, recall: 0.9648, relative_absolute_error: 0.172, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.3681, scimark_benchmark: 1268.3352, usercpu_time_millis: 2428.366, usercpu_time_millis_testing: 57.351, usercpu_time_millis_training: 2371.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9527, kappa: 0.8832, kb_relative_information_score: 26183.4263, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9529, predictive_accuracy: 0.9531, prior_entropy: 0.863, recall: 0.9531, relative_absolute_error: 0.2638, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.197, root_relative_squared_error: 0.436, scimark_benchmark: 1263.1414, usercpu_time_millis: 2091.754, usercpu_time_millis_testing: 83.967, usercpu_time_millis_training: 2007.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9422, kappa: 0.8566, kb_relative_information_score: 22980.2892, mean_absolute_error: 0.1512, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9429, predictive_accuracy: 0.943, prior_entropy: 0.863, recall: 0.943, relative_absolute_error: 0.3706, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.5057, scimark_benchmark: 1283.5672, usercpu_time_millis: 2098.802, usercpu_time_millis_testing: 92.904, usercpu_time_millis_training: 2005.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9597, kappa: 0.9009, kb_relative_information_score: 27918.9678, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9596, predictive_accuracy: 0.9598, prior_entropy: 0.863, recall: 0.9598, relative_absolute_error: 0.2044, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3982, scimark_benchmark: 1324.3663, usercpu_time_millis: 3388.214, usercpu_time_millis_testing: 80.366, usercpu_time_millis_training: 3307.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9635, kappa: 0.9104, kb_relative_information_score: 29394.3456, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9634, predictive_accuracy: 0.9635, prior_entropy: 0.863, recall: 0.9635, relative_absolute_error: 0.1525, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.3775, scimark_benchmark: 1239.5221, usercpu_time_millis: 59.724, usercpu_time_millis_testing: 3.878, usercpu_time_millis_training: 55.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9541, kappa: 0.8866, kb_relative_information_score: 26317.3807, mean_absolute_error: 0.1065, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9542, predictive_accuracy: 0.9544, prior_entropy: 0.863, recall: 0.9544, relative_absolute_error: 0.2609, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.4301, scimark_benchmark: 1274.94, usercpu_time_millis: 423.17, usercpu_time_millis_testing: 25.414, usercpu_time_millis_training: 397.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9583, kappa: 0.8974, kb_relative_information_score: 27916.3192, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9582, predictive_accuracy: 0.9584, prior_entropy: 0.863, recall: 0.9584, relative_absolute_error: 0.2031, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.4023, scimark_benchmark: 1241.2072, usercpu_time_millis: 2290.986, usercpu_time_millis_testing: 69.251, usercpu_time_millis_training: 2221.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9665, kappa: 0.9178, kb_relative_information_score: 29384.9895, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9665, predictive_accuracy: 0.9666, prior_entropy: 0.863, recall: 0.9666, relative_absolute_error: 0.158, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.3569, scimark_benchmark: 1271.8162, usercpu_time_millis: 1617.546, usercpu_time_millis_testing: 31.969, usercpu_time_millis_training: 1585.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9384, kappa: 0.8476, kb_relative_information_score: 25512.606, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9386, predictive_accuracy: 0.9391, prior_entropy: 0.863, recall: 0.9391, relative_absolute_error: 0.2747, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.4755, scimark_benchmark: 1246.7933, usercpu_time_millis: 608.008, usercpu_time_millis_testing: 14.098, usercpu_time_millis_training: 593.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9662, kappa: 0.9168, kb_relative_information_score: 28585.233, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9661, predictive_accuracy: 0.9663, prior_entropy: 0.863, recall: 0.9663, relative_absolute_error: 0.1883, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1657, root_relative_squared_error: 0.3668, scimark_benchmark: 1254.0974, usercpu_time_millis: 556.484, usercpu_time_millis_testing: 27.422, usercpu_time_millis_training: 529.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9652, kappa: 0.9145, kb_relative_information_score: 29002.6502, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9651, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.367, scimark_benchmark: 1266.1543, usercpu_time_millis: 763.617, usercpu_time_millis_testing: 27.529, usercpu_time_millis_training: 736.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9535, kappa: 0.8853, kb_relative_information_score: 26608.4241, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9536, predictive_accuracy: 0.9539, prior_entropy: 0.863, recall: 0.9539, relative_absolute_error: 0.2486, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.4281, scimark_benchmark: 1284.7632, usercpu_time_millis: 3439.322, usercpu_time_millis_testing: 104.911, usercpu_time_millis_training: 3334.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9559, kappa: 0.8916, kb_relative_information_score: 27900.8182, mean_absolute_error: 0.0825, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9558, predictive_accuracy: 0.956, prior_entropy: 0.863, recall: 0.956, relative_absolute_error: 0.2021, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.4086, scimark_benchmark: 1239.0772, usercpu_time_millis: 43.523, usercpu_time_millis_testing: 3.454, usercpu_time_millis_training: 40.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9427, kappa: 0.8586, kb_relative_information_score: 26094.6112, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9427, predictive_accuracy: 0.9432, prior_entropy: 0.863, recall: 0.9432, relative_absolute_error: 0.256, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.4607, scimark_benchmark: 1285.0898, usercpu_time_millis: 757.743, usercpu_time_millis_testing: 15.247, usercpu_time_millis_training: 742.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9702, kappa: 0.927, kb_relative_information_score: 29976.9105, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9702, predictive_accuracy: 0.9703, prior_entropy: 0.863, recall: 0.9703, relative_absolute_error: 0.1395, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1517, root_relative_squared_error: 0.3358, scimark_benchmark: 1313.1256, usercpu_time_millis: 285.535, usercpu_time_millis_testing: 8.538, usercpu_time_millis_training: 276.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9654, kappa: 0.9152, kb_relative_information_score: 29190.5818, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9654, predictive_accuracy: 0.9655, prior_entropy: 0.863, recall: 0.9655, relative_absolute_error: 0.1635, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.365, scimark_benchmark: 1283.5785, usercpu_time_millis: 683.755, usercpu_time_millis_testing: 14.481, usercpu_time_millis_training: 669.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9415, kappa: 0.8551, kb_relative_information_score: 25509.604, mean_absolute_error: 0.1135, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9418, predictive_accuracy: 0.9421, prior_entropy: 0.863, recall: 0.9421, relative_absolute_error: 0.2781, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.4692, scimark_benchmark: 1231.5491, usercpu_time_millis: 324.696, usercpu_time_millis_testing: 13.724, usercpu_time_millis_training: 310.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9388, kappa: 0.8483, kb_relative_information_score: 24954.1462, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9393, predictive_accuracy: 0.9396, prior_entropy: 0.863, recall: 0.9396, relative_absolute_error: 0.2977, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.4792, scimark_benchmark: 1277.5079, usercpu_time_millis: 832.528, usercpu_time_millis_testing: 34.429, usercpu_time_millis_training: 798.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9433, kappa: 0.8602, kb_relative_information_score: 26185.6924, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9432, predictive_accuracy: 0.9436, prior_entropy: 0.863, recall: 0.9436, relative_absolute_error: 0.2524, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.4596, scimark_benchmark: 1295.5774, usercpu_time_millis: 4617.146, usercpu_time_millis_testing: 63.565, usercpu_time_millis_training: 4553.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9549, kappa: 0.8892, kb_relative_information_score: 27258.3532, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9549, predictive_accuracy: 0.9551, prior_entropy: 0.863, recall: 0.9551, relative_absolute_error: 0.2236, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.4204, scimark_benchmark: 1267.8397, usercpu_time_millis: 794.107, usercpu_time_millis_testing: 25.149, usercpu_time_millis_training: 768.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9689, kappa: 0.9237, kb_relative_information_score: 29730.1534, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9689, predictive_accuracy: 0.969, prior_entropy: 0.863, recall: 0.969, relative_absolute_error: 0.147, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1564, root_relative_squared_error: 0.3463, scimark_benchmark: 1285.994, usercpu_time_millis: 3581.394, usercpu_time_millis_testing: 51.241, usercpu_time_millis_training: 3530.153,

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