Task
Supervised Classification on fri_c2_1000_50

Supervised Classification on fri_c2_1000_50

Task 3730 Supervised Classification fri_c2_1000_50 433 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.8874, kappa: 0.7676, kb_relative_information_score: 651.8456, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8882, predictive_accuracy: 0.888, prior_entropy: 0.9806, recall: 0.888, relative_absolute_error: 0.3735, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.2886, root_relative_squared_error: 0.5852, scimark_benchmark: 1314.7093, usercpu_time_millis: 230, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8536, kappa: 0.6983, kb_relative_information_score: 517.7494, mean_absolute_error: 0.2508, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8536, predictive_accuracy: 0.854, prior_entropy: 0.9806, recall: 0.854, relative_absolute_error: 0.5154, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.6685, scimark_benchmark: 1351.5471, usercpu_time_millis: 260, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.8707, kappa: 0.7337, kb_relative_information_score: 665.9125, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8707, predictive_accuracy: 0.871, prior_entropy: 0.9806, recall: 0.871, relative_absolute_error: 0.3478, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.316, root_relative_squared_error: 0.6408, scimark_benchmark: 1351.1238, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.8874, kappa: 0.7676, kb_relative_information_score: 651.8456, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8882, predictive_accuracy: 0.888, prior_entropy: 0.9806, recall: 0.888, relative_absolute_error: 0.3735, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.2886, root_relative_squared_error: 0.5852, scimark_benchmark: 1320.8688, usercpu_time_millis: 190, usercpu_time_millis_training: 190,
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: 0.9301, f_measure: 0.8436, kappa: 0.677, kb_relative_information_score: 430.7358, mean_absolute_error: 0.3006, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8453, predictive_accuracy: 0.845, prior_entropy: 0.9806, recall: 0.845, relative_absolute_error: 0.6177, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.7026, scimark_benchmark: 1313.5633, usercpu_time_millis: 560, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7489, f_measure: 0.6756, kappa: 0.3301, kb_relative_information_score: 272.6388, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.675, predictive_accuracy: 0.678, prior_entropy: 0.9806, recall: 0.678, relative_absolute_error: 0.7342, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.4629, root_relative_squared_error: 0.9386, scimark_benchmark: 940.3347, usercpu_time_millis: 11430, usercpu_time_millis_testing: 550, usercpu_time_millis_training: 10880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1364.5528, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7489, f_measure: 0.6756, kappa: 0.3301, kb_relative_information_score: 272.6388, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.675, predictive_accuracy: 0.678, prior_entropy: 0.9806, recall: 0.678, relative_absolute_error: 0.7342, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.4629, root_relative_squared_error: 0.9386, scimark_benchmark: 1341.5795, usercpu_time_millis: 6600, usercpu_time_millis_testing: 350, usercpu_time_millis_training: 6250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8536, kappa: 0.6983, kb_relative_information_score: 517.7494, mean_absolute_error: 0.2508, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8536, predictive_accuracy: 0.854, prior_entropy: 0.9806, recall: 0.854, relative_absolute_error: 0.5154, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.6685, scimark_benchmark: 1371.9645, usercpu_time_millis: 300, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1347.993, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1347.993, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8549, kappa: 0.7004, kb_relative_information_score: 644.5998, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8562, predictive_accuracy: 0.856, prior_entropy: 0.9806, recall: 0.856, relative_absolute_error: 0.3679, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.6661, scimark_benchmark: 1354.3488, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 938.0414, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8436, kappa: 0.677, kb_relative_information_score: 430.7358, mean_absolute_error: 0.3006, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8453, predictive_accuracy: 0.845, prior_entropy: 0.9806, recall: 0.845, relative_absolute_error: 0.6177, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.7026, scimark_benchmark: 1278.6629, usercpu_time_millis: 670, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1325.5735, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7489, f_measure: 0.6756, kappa: 0.3301, kb_relative_information_score: 272.6388, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.675, predictive_accuracy: 0.678, prior_entropy: 0.9806, recall: 0.678, relative_absolute_error: 0.7342, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.4629, root_relative_squared_error: 0.9386, scimark_benchmark: 1332.7986, usercpu_time_millis: 8040, usercpu_time_millis_testing: 340, usercpu_time_millis_training: 7700,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1337.3324, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1326.2019, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8549, kappa: 0.7004, kb_relative_information_score: 644.5998, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8562, predictive_accuracy: 0.856, prior_entropy: 0.9806, recall: 0.856, relative_absolute_error: 0.3679, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.6661, scimark_benchmark: 1325.4787, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1306.8702, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8549, kappa: 0.7004, kb_relative_information_score: 644.5998, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8562, predictive_accuracy: 0.856, prior_entropy: 0.9806, recall: 0.856, relative_absolute_error: 0.3679, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.6661, scimark_benchmark: 1324.7884, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8436, kappa: 0.677, kb_relative_information_score: 430.7358, mean_absolute_error: 0.3006, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8453, predictive_accuracy: 0.845, prior_entropy: 0.9806, recall: 0.845, relative_absolute_error: 0.6177, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.7026, scimark_benchmark: 1336.0954, usercpu_time_millis: 720, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1336.0954, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.8874, kappa: 0.7676, kb_relative_information_score: 651.8456, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8882, predictive_accuracy: 0.888, prior_entropy: 0.9806, recall: 0.888, relative_absolute_error: 0.3735, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.2886, root_relative_squared_error: 0.5852, scimark_benchmark: 1349.1517, usercpu_time_millis: 260, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1286.2211, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 908.2231, usercpu_time_millis: 60, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 908.2231, usercpu_time_millis: 70, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8536, kappa: 0.6983, kb_relative_information_score: 517.7494, mean_absolute_error: 0.2508, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8536, predictive_accuracy: 0.854, prior_entropy: 0.9806, recall: 0.854, relative_absolute_error: 0.5154, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.6685, scimark_benchmark: 1313.8988, usercpu_time_millis: 280, usercpu_time_millis_training: 280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8549, kappa: 0.7004, kb_relative_information_score: 644.5998, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8562, predictive_accuracy: 0.856, prior_entropy: 0.9806, recall: 0.856, relative_absolute_error: 0.3679, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.6661, scimark_benchmark: 1375.1578, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1333.0982, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8436, kappa: 0.677, kb_relative_information_score: 430.7358, mean_absolute_error: 0.3006, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8453, predictive_accuracy: 0.845, prior_entropy: 0.9806, recall: 0.845, relative_absolute_error: 0.6177, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.7026, scimark_benchmark: 1316.5396, usercpu_time_millis: 640, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1324.7884, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1337.9552, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8632, kappa: 0.7176, kb_relative_information_score: 654.9011, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6491, scimark_benchmark: 1316.5668, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.8707, kappa: 0.7337, kb_relative_information_score: 665.9125, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8707, predictive_accuracy: 0.871, prior_entropy: 0.9806, recall: 0.871, relative_absolute_error: 0.3478, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.316, root_relative_squared_error: 0.6408, scimark_benchmark: 1324.9519, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9076, f_measure: 0.9136, kappa: 0.8218, kb_relative_information_score: 821.0799, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.9143, predictive_accuracy: 0.914, prior_entropy: 0.9806, recall: 0.914, relative_absolute_error: 0.1767, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.5946, usercpu_time_millis: 55.912, usercpu_time_millis_testing: 4.394, usercpu_time_millis_training: 51.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.8885, kappa: 0.7701, kb_relative_information_score: 769.0914, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.889, predictive_accuracy: 0.889, prior_entropy: 0.9806, recall: 0.889, relative_absolute_error: 0.2281, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.6755, usercpu_time_millis: 6.512, usercpu_time_millis_testing: 0.563, usercpu_time_millis_training: 5.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8021, f_measure: 0.8094, kappa: 0.6074, kb_relative_information_score: 604.8076, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8093, predictive_accuracy: 0.81, prior_entropy: 0.9806, recall: 0.81, relative_absolute_error: 0.3905, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.4359, root_relative_squared_error: 0.8837, usercpu_time_millis: 56.818, usercpu_time_millis_testing: 7.607, usercpu_time_millis_training: 49.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9188, kappa: 0.8328, kb_relative_information_score: 831.4776, mean_absolute_error: 0.081, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.9189, predictive_accuracy: 0.919, prior_entropy: 0.9806, recall: 0.919, relative_absolute_error: 0.1665, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.2846, root_relative_squared_error: 0.577, usercpu_time_millis: 295.419, usercpu_time_millis_testing: 9.018, usercpu_time_millis_training: 286.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6344, f_measure: 0.6413, kappa: 0.2665, kb_relative_information_score: 251.2855, mean_absolute_error: 0.36, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.6435, predictive_accuracy: 0.64, prior_entropy: 0.9806, recall: 0.64, relative_absolute_error: 0.7399, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.6, root_relative_squared_error: 1.2165, usercpu_time_millis: 0.893, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.8353, kappa: 0.6596, kb_relative_information_score: 660.9552, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8375, predictive_accuracy: 0.837, prior_entropy: 0.9806, recall: 0.837, relative_absolute_error: 0.335, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.4037, root_relative_squared_error: 0.8185, usercpu_time_millis: 5.597, usercpu_time_millis_testing: 0.454, usercpu_time_millis_training: 5.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6975, f_measure: 0.709, kappa: 0.3993, kb_relative_information_score: 398.933, mean_absolute_error: 0.289, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.7087, predictive_accuracy: 0.711, prior_entropy: 0.9806, recall: 0.711, relative_absolute_error: 0.5939, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.5376, root_relative_squared_error: 1.0899, usercpu_time_millis: 1.18, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 1.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7955, f_measure: 0.8018, kappa: 0.5922, kb_relative_information_score: 588.1712, mean_absolute_error: 0.198, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8016, predictive_accuracy: 0.802, prior_entropy: 0.9806, recall: 0.802, relative_absolute_error: 0.4069, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.445, root_relative_squared_error: 0.9022, usercpu_time_millis: 9.757, usercpu_time_millis_testing: 0.412, usercpu_time_millis_training: 9.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6868, f_measure: 0.6977, kappa: 0.3765, kb_relative_information_score: 373.9785, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.6971, predictive_accuracy: 0.699, prior_entropy: 0.9806, recall: 0.699, relative_absolute_error: 0.6186, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.5486, root_relative_squared_error: 1.1123, usercpu_time_millis: 0.877, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6415, f_measure: 0.6483, kappa: 0.2805, kb_relative_information_score: 265.8423, mean_absolute_error: 0.353, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.6503, predictive_accuracy: 0.647, prior_entropy: 0.9806, recall: 0.647, relative_absolute_error: 0.7255, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.5941, root_relative_squared_error: 1.2046, usercpu_time_millis: 4.24, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 4.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4282, kb_relative_information_score: 130.6721, mean_absolute_error: 0.418, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.3387, predictive_accuracy: 0.582, prior_entropy: 0.9806, recall: 0.582, relative_absolute_error: 0.8591, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.6465, root_relative_squared_error: 1.3108, usercpu_time_millis: 1.745, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 1.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6904, f_measure: 0.7009, kappa: 0.3834, kb_relative_information_score: 380.2171, mean_absolute_error: 0.298, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.7003, predictive_accuracy: 0.702, prior_entropy: 0.9806, recall: 0.702, relative_absolute_error: 0.6124, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.5459, root_relative_squared_error: 1.1068, usercpu_time_millis: 3.332, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 3.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7305, f_measure: 0.7393, kappa: 0.4631, kb_relative_information_score: 459.2397, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.739, predictive_accuracy: 0.74, prior_entropy: 0.9806, recall: 0.74, relative_absolute_error: 0.5343, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0338, usercpu_time_millis: 2.196, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 2.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7662, f_measure: 0.7778, kappa: 0.5407, kb_relative_information_score: 542.4213, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.779, predictive_accuracy: 0.78, prior_entropy: 0.9806, recall: 0.78, relative_absolute_error: 0.4521, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.469, root_relative_squared_error: 0.951, usercpu_time_millis: 2.296, usercpu_time_millis_testing: 0.78, usercpu_time_millis_training: 1.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8265, f_measure: 0.8293, kappa: 0.6501, kb_relative_information_score: 644.3189, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.83, predictive_accuracy: 0.829, prior_entropy: 0.9806, recall: 0.829, relative_absolute_error: 0.3514, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.8384, usercpu_time_millis: 3.212, usercpu_time_millis_testing: 0.856, usercpu_time_millis_training: 2.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, f_measure: 0.6987, kappa: 0.3788, kb_relative_information_score: 376.058, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.6981, predictive_accuracy: 0.7, prior_entropy: 0.9806, recall: 0.7, relative_absolute_error: 0.6166, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.1105, usercpu_time_millis: 1.606, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 1.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7871, f_measure: 0.7981, kappa: 0.5828, kb_relative_information_score: 584.0122, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.7994, predictive_accuracy: 0.8, prior_entropy: 0.9806, recall: 0.8, relative_absolute_error: 0.411, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9067, usercpu_time_millis: 33.373, usercpu_time_millis_testing: 1.178, usercpu_time_millis_training: 32.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.8634, kappa: 0.7184, kb_relative_information_score: 717.1028, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8637, predictive_accuracy: 0.864, prior_entropy: 0.9806, recall: 0.864, relative_absolute_error: 0.2795, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3688, root_relative_squared_error: 0.7477, usercpu_time_millis: 0.72, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7835, f_measure: 0.7883, kappa: 0.5655, kb_relative_information_score: 559.0577, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.7886, predictive_accuracy: 0.788, prior_entropy: 0.9806, recall: 0.788, relative_absolute_error: 0.4357, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.9335, usercpu_time_millis: 1.063, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 1.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.701, f_measure: 0.711, kappa: 0.4045, kb_relative_information_score: 401.0125, mean_absolute_error: 0.288, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.7105, predictive_accuracy: 0.712, prior_entropy: 0.9806, recall: 0.712, relative_absolute_error: 0.5919, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.5367, root_relative_squared_error: 1.088, usercpu_time_millis: 2.135, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 2.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.852, kappa: 0.696, kb_relative_information_score: 692.1483, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8521, predictive_accuracy: 0.852, prior_entropy: 0.9806, recall: 0.852, relative_absolute_error: 0.3042, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.78, usercpu_time_millis: 1.97, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 1.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5704, f_measure: 0.582, kappa: 0.1409, kb_relative_information_score: 130.6721, mean_absolute_error: 0.418, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.582, predictive_accuracy: 0.582, prior_entropy: 0.9806, recall: 0.582, relative_absolute_error: 0.8591, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.6465, root_relative_squared_error: 1.3108, usercpu_time_millis: 5.26, usercpu_time_millis_testing: 1.311, usercpu_time_millis_training: 3.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6087, f_measure: 0.6223, kappa: 0.2201, kb_relative_information_score: 220.0924, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.6211, predictive_accuracy: 0.625, prior_entropy: 0.9806, recall: 0.625, relative_absolute_error: 0.7707, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.6124, root_relative_squared_error: 1.2416, usercpu_time_millis: 1.219, usercpu_time_millis_testing: 1.194, usercpu_time_millis_training: 0.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6904, f_measure: 0.7009, kappa: 0.3834, kb_relative_information_score: 380.2171, mean_absolute_error: 0.298, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.7003, predictive_accuracy: 0.702, prior_entropy: 0.9806, recall: 0.702, relative_absolute_error: 0.6124, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.5459, root_relative_squared_error: 1.1068, usercpu_time_millis: 1.176, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 1.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6877, f_measure: 0.6986, kappa: 0.3784, kb_relative_information_score: 376.058, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.698, predictive_accuracy: 0.7, prior_entropy: 0.9806, recall: 0.7, relative_absolute_error: 0.6166, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.1105, usercpu_time_millis: 0.138, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6922, f_measure: 0.707, kappa: 0.3938, kb_relative_information_score: 401.0125, mean_absolute_error: 0.288, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.7093, predictive_accuracy: 0.712, prior_entropy: 0.9806, recall: 0.712, relative_absolute_error: 0.5919, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.5367, root_relative_squared_error: 1.088, usercpu_time_millis: 0.632, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8432, f_measure: 0.8528, kappa: 0.6958, kb_relative_information_score: 696.3074, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.4866, number_of_instances: 1000, precision: 0.8544, predictive_accuracy: 0.854, prior_entropy: 0.9806, recall: 0.854, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.4932, root_mean_squared_error: 0.3821, root_relative_squared_error: 0.7747, usercpu_time_millis: 18.623, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 18.44,

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