Task
Supervised Classification on phoneme

Supervised Classification on phoneme

Task 145857 Supervised Classification phoneme 102354 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1307.3134, usercpu_time_millis: 0.135, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1336.2749, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1333.4483, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1339.7155, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1346.791, usercpu_time_millis: 0.127, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7389, kappa: 0.3529, kb_relative_information_score: 1273.9776, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7358, predictive_accuracy: 0.7489, prior_entropy: 0.8733, recall: 0.7489, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1310.4875, usercpu_time_millis: 0.155, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1362.3308, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.729, kappa: 0.3248, kb_relative_information_score: 1193.7899, mean_absolute_error: 0.3207, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7265, predictive_accuracy: 0.7428, prior_entropy: 0.8733, recall: 0.7428, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.872, scimark_benchmark: 1330.4053, usercpu_time_millis: 0.159, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.7186, kappa: 0.2952, kb_relative_information_score: 1093.2025, mean_absolute_error: 0.3298, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7175, predictive_accuracy: 0.7372, prior_entropy: 0.8733, recall: 0.7372, relative_absolute_error: 0.7951, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.8746, scimark_benchmark: 1339.3565, usercpu_time_millis: 0.374, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1337.0722, usercpu_time_millis: 0.155, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1334.1519, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1304.2775, usercpu_time_millis: 0.132, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1301.5533, usercpu_time_millis: 0.157, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7389, kappa: 0.3529, kb_relative_information_score: 1276.0645, mean_absolute_error: 0.3128, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7358, predictive_accuracy: 0.7489, prior_entropy: 0.8733, recall: 0.7489, relative_absolute_error: 0.7542, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1338.3484, usercpu_time_millis: 0.242, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 0.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.3504, kb_relative_information_score: 1270.6027, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7349, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7554, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8726, scimark_benchmark: 1340.8047, usercpu_time_millis: 0.266, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1340.9295, usercpu_time_millis: 0.197, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7066, f_measure: 0.585, kb_relative_information_score: 6.7791, mean_absolute_error: 0.4143, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4549, root_relative_squared_error: 0.999, scimark_benchmark: 1301.2263, usercpu_time_millis: 0.135, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7372, kappa: 0.348, kb_relative_information_score: 1252.8656, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7342, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.7595, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8724, scimark_benchmark: 1301.9405, usercpu_time_millis: 0.3, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1313.6568, usercpu_time_millis: 0.129, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1307.965, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.5946, kappa: 0.0165, kb_relative_information_score: 588.0737, mean_absolute_error: 0.3718, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6695, predictive_accuracy: 0.7078, prior_entropy: 0.8733, recall: 0.7078, relative_absolute_error: 0.8965, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.417, root_relative_squared_error: 0.9158, scimark_benchmark: 1320.2099, usercpu_time_millis: 0.166, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1356.2487, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7344, kappa: 0.3401, kb_relative_information_score: 1233.5259, mean_absolute_error: 0.3168, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7315, predictive_accuracy: 0.7461, prior_entropy: 0.8733, recall: 0.7461, relative_absolute_error: 0.7639, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1300.5996, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.7224, kappa: 0.3061, kb_relative_information_score: 1130.9217, mean_absolute_error: 0.3265, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7206, predictive_accuracy: 0.7391, prior_entropy: 0.8733, recall: 0.7391, relative_absolute_error: 0.7872, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8731, scimark_benchmark: 1309.2883, usercpu_time_millis: 0.158, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1356.3837, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8039, f_measure: 0.6348, kappa: 0.089, kb_relative_information_score: 695.7974, mean_absolute_error: 0.363, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6657, predictive_accuracy: 0.7102, prior_entropy: 0.8733, recall: 0.7102, relative_absolute_error: 0.8752, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.9052, scimark_benchmark: 1336.5058, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7373, kappa: 0.3481, kb_relative_information_score: 1252.5398, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7344, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7596, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1309.8253, usercpu_time_millis: 0.179, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7377, kappa: 0.3497, kb_relative_information_score: 1261.9454, mean_absolute_error: 0.3141, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7347, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7574, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1311.1515, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1305.7733, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1317.0504, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7376, kappa: 0.3493, kb_relative_information_score: 1262.8132, mean_absolute_error: 0.314, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7345, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.7572, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1305.6519, usercpu_time_millis: 0.175, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.585, kb_relative_information_score: 16.4138, mean_absolute_error: 0.4136, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4542, root_relative_squared_error: 0.9974, scimark_benchmark: 1296.9545, usercpu_time_millis: 0.192, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8091, f_measure: 0.6729, kappa: 0.1748, kb_relative_information_score: 821.1657, mean_absolute_error: 0.3531, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6865, predictive_accuracy: 0.7195, prior_entropy: 0.8733, recall: 0.7195, relative_absolute_error: 0.8513, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4064, root_relative_squared_error: 0.8924, scimark_benchmark: 1301.0887, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7382, kappa: 0.351, kb_relative_information_score: 1271.4189, mean_absolute_error: 0.3132, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7351, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7552, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8726, scimark_benchmark: 1322.16, usercpu_time_millis: 0.294, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 0.1,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7382, kappa: 0.351, kb_relative_information_score: 1271.8309, mean_absolute_error: 0.3132, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7351, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7551, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8726, scimark_benchmark: 1300.1197, usercpu_time_millis: 0.191, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.133,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7097, kappa: 0.2714, kb_relative_information_score: 1063.2082, mean_absolute_error: 0.3326, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7088, predictive_accuracy: 0.7309, prior_entropy: 0.8733, recall: 0.7309, relative_absolute_error: 0.8018, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.8754, scimark_benchmark: 1301.1141, usercpu_time_millis: 0.169, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.732, kappa: 0.3331, kb_relative_information_score: 1213.1126, mean_absolute_error: 0.3187, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7292, predictive_accuracy: 0.7446, prior_entropy: 0.8733, recall: 0.7446, relative_absolute_error: 0.7685, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1340.0214, usercpu_time_millis: 0.144, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.7003, kappa: 0.2453, kb_relative_information_score: 998.6856, mean_absolute_error: 0.3383, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7024, predictive_accuracy: 0.7278, prior_entropy: 0.8733, recall: 0.7278, relative_absolute_error: 0.8158, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8784, scimark_benchmark: 1339.3735, usercpu_time_millis: 0.356, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 0.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7306, kappa: 0.3293, kb_relative_information_score: 1202.5136, mean_absolute_error: 0.3197, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.728, predictive_accuracy: 0.7439, prior_entropy: 0.8733, recall: 0.7439, relative_absolute_error: 0.7709, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1332.982, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7888, f_measure: 0.585, kb_relative_information_score: 207.6707, mean_absolute_error: 0.4006, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.966, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.441, root_relative_squared_error: 0.9684, scimark_benchmark: 1330.0671, usercpu_time_millis: 0.183, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.807, f_measure: 0.585, kb_relative_information_score: 111.334, mean_absolute_error: 0.4071, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9822, scimark_benchmark: 1334.3574, usercpu_time_millis: 0.165, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1334.0018, usercpu_time_millis: 0.153, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7921, f_measure: 0.585, kb_relative_information_score: 298.3707, mean_absolute_error: 0.3939, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9497, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4348, root_relative_squared_error: 0.9548, scimark_benchmark: 1371.628, usercpu_time_millis: 0.137, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1359.5922, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.6834, kappa: 0.2008, kb_relative_information_score: 891.3553, mean_absolute_error: 0.3476, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6932, predictive_accuracy: 0.7232, prior_entropy: 0.8733, recall: 0.7232, relative_absolute_error: 0.838, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4033, root_relative_squared_error: 0.8856, scimark_benchmark: 1339.293, usercpu_time_millis: 0.357, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 0.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1293.684, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1294.2474, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1301.8971, usercpu_time_millis: 0.18, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7371, kappa: 0.3475, kb_relative_information_score: 1250.8925, mean_absolute_error: 0.3152, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7341, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.76, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1289.1878, usercpu_time_millis: 0.25, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1301.6865, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1337.516, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1304.5706, usercpu_time_millis: 0.178, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.6869, kappa: 0.2098, kb_relative_information_score: 922.9386, mean_absolute_error: 0.3449, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6931, predictive_accuracy: 0.7226, prior_entropy: 0.8733, recall: 0.7226, relative_absolute_error: 0.8316, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4022, root_relative_squared_error: 0.8832, scimark_benchmark: 1336.1776, usercpu_time_millis: 0.17, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.784, f_measure: 0.585, kb_relative_information_score: 228.84, mean_absolute_error: 0.3993, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9628, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4398, root_relative_squared_error: 0.9657, scimark_benchmark: 1341.3326, usercpu_time_millis: 0.205, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7357, kappa: 0.3437, kb_relative_information_score: 1239.648, mean_absolute_error: 0.3162, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7328, predictive_accuracy: 0.747, prior_entropy: 0.8733, recall: 0.747, relative_absolute_error: 0.7625, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1308.8381, usercpu_time_millis: 0.216, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8088, f_measure: 0.6731, kappa: 0.1755, kb_relative_information_score: 816.5889, mean_absolute_error: 0.3534, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6877, predictive_accuracy: 0.7202, prior_entropy: 0.8733, recall: 0.7202, relative_absolute_error: 0.8522, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8929, scimark_benchmark: 1287.3011, usercpu_time_millis: 0.203, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1324.6112, usercpu_time_millis: 0.309, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 0.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1304.9736, usercpu_time_millis: 0.246, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 0.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1274.5775, mean_absolute_error: 0.3129, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.736, predictive_accuracy: 0.7491, prior_entropy: 0.8733, recall: 0.7491, relative_absolute_error: 0.7545, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1332.3143, usercpu_time_millis: 0.205, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1295.6945, usercpu_time_millis: 0.24, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 0.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.732, kappa: 0.3334, kb_relative_information_score: 1216.3385, mean_absolute_error: 0.3184, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7293, predictive_accuracy: 0.7446, prior_entropy: 0.8733, recall: 0.7446, relative_absolute_error: 0.7678, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1298.1488, usercpu_time_millis: 0.213, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1336.1135, usercpu_time_millis: 0.164, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1344.1371, usercpu_time_millis: 0.134, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1307.2793, usercpu_time_millis: 0.134, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.082,

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