OpenML
Supervised Classification on musk

Supervised Classification on musk

Task 3950 Supervised Classification musk 66544 runs submitted
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  • mythbusting_1 study_1 study_15 study_20 under100k
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1269.345, usercpu_time_millis: 1.742, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 1.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1214.954, usercpu_time_millis: 1.991, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 1.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1273.6222, usercpu_time_millis: 1.719, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 1.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1238.6309, usercpu_time_millis: 1.881, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 1.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1265.4092, usercpu_time_millis: 1.835, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 1.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1262.2388, usercpu_time_millis: 1.97, usercpu_time_millis_testing: 0.406, usercpu_time_millis_training: 1.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9979, kappa: 0.9919, kb_relative_information_score: 6474.151, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.6204, recall: 0.9979, relative_absolute_error: 0.0193, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0434, root_relative_squared_error: 0.1202, scimark_benchmark: 1218.0766, usercpu_time_millis: 307.641, usercpu_time_millis_testing: 2.763, usercpu_time_millis_training: 304.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1214.2221, usercpu_time_millis: 283.785, usercpu_time_millis_testing: 0.804, usercpu_time_millis_training: 282.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6555.862, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0164, root_relative_squared_error: 0.0453, scimark_benchmark: 1270.8555, usercpu_time_millis: 392.301, usercpu_time_millis_testing: 3.362, usercpu_time_millis_training: 388.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9983, kappa: 0.9936, kb_relative_information_score: 6513.5641, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 0.6204, recall: 0.9983, relative_absolute_error: 0.0131, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0397, root_relative_squared_error: 0.11, scimark_benchmark: 1258.0837, usercpu_time_millis: 250.984, usercpu_time_millis_testing: 1.163, usercpu_time_millis_training: 249.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9609, kappa: 0.847, kb_relative_information_score: 5017.8797, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9609, predictive_accuracy: 0.9617, prior_entropy: 0.6204, recall: 0.9617, relative_absolute_error: 0.2276, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.4585, scimark_benchmark: 1253.9438, usercpu_time_millis: 355.431, usercpu_time_millis_testing: 2.447, usercpu_time_millis_training: 352.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1215.8837, usercpu_time_millis: 273.604, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 272.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1214.8133, usercpu_time_millis: 295.726, usercpu_time_millis_testing: 0.81, usercpu_time_millis_training: 294.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9485, kappa: 0.7988, kb_relative_information_score: 4703.6352, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9482, predictive_accuracy: 0.9495, prior_entropy: 0.6204, recall: 0.9495, relative_absolute_error: 0.2716, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.5418, scimark_benchmark: 1228.2259, usercpu_time_millis: 566.121, usercpu_time_millis_testing: 5.569, usercpu_time_millis_training: 560.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9644, kappa: 0.8614, kb_relative_information_score: 5174.8069, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9644, predictive_accuracy: 0.965, prior_entropy: 0.6204, recall: 0.965, relative_absolute_error: 0.2095, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4591, scimark_benchmark: 1220.7977, usercpu_time_millis: 557.265, usercpu_time_millis_testing: 4.936, usercpu_time_millis_training: 552.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9576, kappa: 0.832, kb_relative_information_score: 4824.97, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9585, predictive_accuracy: 0.9591, prior_entropy: 0.6204, recall: 0.9591, relative_absolute_error: 0.2571, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.4982, scimark_benchmark: 1267.1388, usercpu_time_millis: 473.846, usercpu_time_millis_testing: 3.48, usercpu_time_millis_training: 470.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9608, kappa: 0.8463, kb_relative_information_score: 4984.138, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9609, predictive_accuracy: 0.9617, prior_entropy: 0.6204, recall: 0.9617, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.4633, scimark_benchmark: 1260.0187, usercpu_time_millis: 355.188, usercpu_time_millis_testing: 2.717, usercpu_time_millis_training: 352.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.98, kappa: 0.9223, kb_relative_information_score: 5807.6937, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9801, predictive_accuracy: 0.9803, prior_entropy: 0.6204, recall: 0.9803, relative_absolute_error: 0.1228, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1225, root_relative_squared_error: 0.3393, scimark_benchmark: 1206.7154, usercpu_time_millis: 683.125, usercpu_time_millis_testing: 8.098, usercpu_time_millis_training: 675.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1273.3854, usercpu_time_millis: 237.353, usercpu_time_millis_testing: 0.738, usercpu_time_millis_training: 236.615,
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: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6566.3309, mean_absolute_error: 0.0011, 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: 0.0043, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0218, root_relative_squared_error: 0.0604, scimark_benchmark: 1277.2439, usercpu_time_millis: 223.977, usercpu_time_millis_testing: 0.852, usercpu_time_millis_training: 223.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9994, kb_relative_information_score: 6565.5869, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.6204, recall: 0.9998, relative_absolute_error: 0.0053, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0145, root_relative_squared_error: 0.04, scimark_benchmark: 1258.9854, usercpu_time_millis: 323.156, usercpu_time_millis_testing: 2.488, usercpu_time_millis_training: 320.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6536.6641, mean_absolute_error: 0.0025, 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: 0.0094, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0237, root_relative_squared_error: 0.0656, scimark_benchmark: 1258.8523, usercpu_time_millis: 347.716, usercpu_time_millis_testing: 2.598, usercpu_time_millis_training: 345.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9994, kb_relative_information_score: 6574.8581, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.6204, recall: 0.9998, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0104, root_relative_squared_error: 0.0287, scimark_benchmark: 1262.1976, usercpu_time_millis: 335.241, usercpu_time_millis_testing: 2.694, usercpu_time_millis_training: 332.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6536.2901, mean_absolute_error: 0.0025, 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: 0.0095, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0238, root_relative_squared_error: 0.0658, scimark_benchmark: 1265.165, usercpu_time_millis: 352.119, usercpu_time_millis_testing: 2.637, usercpu_time_millis_training: 349.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1247.1308, usercpu_time_millis: 198.729, usercpu_time_millis_testing: 0.679, usercpu_time_millis_training: 198.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.9194, kappa: 0.6725, kb_relative_information_score: 3495.4993, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9217, predictive_accuracy: 0.9248, prior_entropy: 0.6204, recall: 0.9248, relative_absolute_error: 0.4416, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.6787, scimark_benchmark: 1209.9648, usercpu_time_millis: 574.186, usercpu_time_millis_testing: 5.418, usercpu_time_millis_training: 568.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.9197, kappa: 0.6738, kb_relative_information_score: 3492.715, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.922, predictive_accuracy: 0.9251, prior_entropy: 0.6204, recall: 0.9251, relative_absolute_error: 0.4425, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.678, scimark_benchmark: 1268.1509, usercpu_time_millis: 468.903, usercpu_time_millis_testing: 5.496, usercpu_time_millis_training: 463.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9965, kappa: 0.9867, kb_relative_information_score: 6427.6322, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9965, predictive_accuracy: 0.9965, prior_entropy: 0.6204, recall: 0.9965, relative_absolute_error: 0.026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.055, root_relative_squared_error: 0.1524, scimark_benchmark: 1223.7115, usercpu_time_millis: 277.981, usercpu_time_millis_testing: 1.659, usercpu_time_millis_training: 276.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1282.1667, usercpu_time_millis: 1.902, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 1.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1232.9618, usercpu_time_millis: 2.008, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 1.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1261.6987, usercpu_time_millis: 2.148, usercpu_time_millis_testing: 0.444, usercpu_time_millis_training: 1.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1272.7976, usercpu_time_millis: 1.95, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 1.569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9888, kappa: 0.9563, kb_relative_information_score: 4593.022, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9891, predictive_accuracy: 0.9889, prior_entropy: 0.6204, recall: 0.9889, relative_absolute_error: 0.4153, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.4414, scimark_benchmark: 1232.7667, usercpu_time_millis: 4.265, usercpu_time_millis_testing: 0.422, usercpu_time_millis_training: 3.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6371.1588, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0538, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0275, root_relative_squared_error: 0.0761, scimark_benchmark: 1227.8391, usercpu_time_millis: 13.056, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 12.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1277.5077, usercpu_time_millis: 1.907, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 1.515,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1263.4106, usercpu_time_millis: 2.249, usercpu_time_millis_testing: 0.469, usercpu_time_millis_training: 1.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1237.0225, usercpu_time_millis: 1.994, usercpu_time_millis_testing: 0.423, usercpu_time_millis_training: 1.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1271.0149, usercpu_time_millis: 2.052, usercpu_time_millis_testing: 0.379, usercpu_time_millis_training: 1.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6288.0955, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0735, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0358, root_relative_squared_error: 0.0992, scimark_benchmark: 1264.7775, usercpu_time_millis: 4.581, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 4.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9412, kappa: 0.7585, kb_relative_information_score: 3814.6256, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9493, predictive_accuracy: 0.946, prior_entropy: 0.6204, recall: 0.946, relative_absolute_error: 0.5225, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5712, scimark_benchmark: 1278.4054, usercpu_time_millis: 2.498, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 2.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9437, kappa: 0.7695, kb_relative_information_score: 3831.7474, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9512, predictive_accuracy: 0.9482, prior_entropy: 0.6204, recall: 0.9482, relative_absolute_error: 0.523, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.205, root_relative_squared_error: 0.5678, scimark_benchmark: 1250.0141, usercpu_time_millis: 2.683, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 2.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1237.8181, usercpu_time_millis: 2.09, usercpu_time_millis_testing: 0.401, usercpu_time_millis_training: 1.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1226.4853, usercpu_time_millis: 2.234, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 1.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1285.3587, usercpu_time_millis: 1.852, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 1.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1239.5351, usercpu_time_millis: 2.164, usercpu_time_millis_testing: 0.451, usercpu_time_millis_training: 1.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1220.2984, usercpu_time_millis: 2.026, usercpu_time_millis_testing: 0.401, usercpu_time_millis_training: 1.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1281.0773, usercpu_time_millis: 1.819, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 1.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1280.4952, usercpu_time_millis: 1.746, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 1.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6231.393, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0871, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0394, root_relative_squared_error: 0.109, scimark_benchmark: 1194.7823, usercpu_time_millis: 5.844, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 5.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6099.5511, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0506, root_relative_squared_error: 0.1402, scimark_benchmark: 1216.1133, usercpu_time_millis: 5.381, usercpu_time_millis_testing: 0.5, usercpu_time_millis_training: 4.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1229.8592, usercpu_time_millis: 1.972, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 1.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 5685.0333, mean_absolute_error: 0.0541, 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: 0.2076, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.2331, scimark_benchmark: 1278.7436, usercpu_time_millis: 4.966, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 4.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.8811, kappa: 0.4885, kb_relative_information_score: 2927.9492, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9118, predictive_accuracy: 0.9015, prior_entropy: 0.6204, recall: 0.9015, relative_absolute_error: 0.6602, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.6804, scimark_benchmark: 1216.9743, usercpu_time_millis: 3.197, usercpu_time_millis_testing: 0.447, usercpu_time_millis_training: 2.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6432.7194, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0389, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0233, root_relative_squared_error: 0.0645, scimark_benchmark: 1273.3936, usercpu_time_millis: 8.136, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 7.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1236.8479, usercpu_time_millis: 1.833, usercpu_time_millis_testing: 0.379, usercpu_time_millis_training: 1.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6113.1568, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.1145, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0487, root_relative_squared_error: 0.135, scimark_benchmark: 1273.3419, usercpu_time_millis: 8.574, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 8.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1263.0791, usercpu_time_millis: 1.797, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 1.435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.8838, kappa: 0.5012, kb_relative_information_score: 2547.9318, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9132, predictive_accuracy: 0.9033, prior_entropy: 0.6204, recall: 0.9033, relative_absolute_error: 0.6944, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.7344, scimark_benchmark: 1225.3932, usercpu_time_millis: 2.068, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 1.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9195, kappa: 0.6632, kb_relative_information_score: 3238.6877, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9343, predictive_accuracy: 0.9288, prior_entropy: 0.6204, recall: 0.9288, relative_absolute_error: 0.6086, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.6487, scimark_benchmark: 1256.8413, usercpu_time_millis: 2.103, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 1.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1262.9754, usercpu_time_millis: 1.972, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 1.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1267.7349, usercpu_time_millis: 1.92, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 1.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.8978, kappa: 0.5653, kb_relative_information_score: 2841.5836, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.921, predictive_accuracy: 0.9129, prior_entropy: 0.6204, recall: 0.9129, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.6987, scimark_benchmark: 1219.7196, usercpu_time_millis: 2.309, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 1.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, f_measure: 0.7752, kb_relative_information_score: 401.016, mean_absolute_error: 0.2524, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3503, root_relative_squared_error: 0.9703, scimark_benchmark: 1223.9977, usercpu_time_millis: 1.997, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 1.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7694, f_measure: 0.7752, kb_relative_information_score: 443.3526, mean_absolute_error: 0.2511, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9628, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3488, root_relative_squared_error: 0.966, scimark_benchmark: 1282.1782, usercpu_time_millis: 1.826, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 1.45,

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

OpenML bootcamp

From your own software

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

OpenML APIs