Task
Supervised Classification on ada_prior

Supervised Classification on ada_prior

Task 4595 Supervised Classification ada_prior 189 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.8354, kappa: 0.5406, kb_relative_information_score: 17800.2863, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8371, predictive_accuracy: 0.8444, prior_entropy: 0.8085, recall: 0.8444, relative_absolute_error: 0.5937, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.7867, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8376, kappa: 0.5514, kb_relative_information_score: 10040.4218, mean_absolute_error: 0.2826, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8368, predictive_accuracy: 0.8437, prior_entropy: 0.8085, recall: 0.8437, relative_absolute_error: 0.7573, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.8, scimark_benchmark: 972.587, usercpu_time_millis: 240, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, f_measure: 0.8331, kappa: 0.5377, kb_relative_information_score: 17186.1182, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8325, predictive_accuracy: 0.8401, prior_entropy: 0.8085, recall: 0.8401, relative_absolute_error: 0.6021, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.7743, scimark_benchmark: 931.4089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.6472, kappa: 0.0004, kb_relative_information_score: 11125.9269, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.6283, predictive_accuracy: 0.7477, prior_entropy: 0.8085, recall: 0.7477, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.163, scimark_benchmark: 934.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8275, kappa: 0.5253, kb_relative_information_score: 18704.5928, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8258, predictive_accuracy: 0.8331, prior_entropy: 0.8085, recall: 0.8331, relative_absolute_error: 0.5553, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.7974, scimark_benchmark: 904.0772, usercpu_time_millis: 331200, usercpu_time_millis_testing: 16820, usercpu_time_millis_training: 314380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8277, kappa: 0.5547, kb_relative_information_score: 18989.0989, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8372, predictive_accuracy: 0.8226, prior_entropy: 0.8085, recall: 0.8226, relative_absolute_error: 0.5266, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.8403, scimark_benchmark: 941.6675, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 941.6675, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 938.191, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, f_measure: 0.8164, kappa: 0.4951, kb_relative_information_score: 16191.7505, mean_absolute_error: 0.2307, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8141, predictive_accuracy: 0.8221, prior_entropy: 0.8085, recall: 0.8221, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.351, root_relative_squared_error: 0.8126, scimark_benchmark: 934.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.8381, kappa: 0.557, kb_relative_information_score: 21932.2471, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8365, predictive_accuracy: 0.842, prior_entropy: 0.8085, recall: 0.842, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8062, scimark_benchmark: 944.1067, usercpu_time_millis: 2760, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2750,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.6472, kappa: 0.0004, kb_relative_information_score: 11125.9269, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.6283, predictive_accuracy: 0.7477, prior_entropy: 0.8085, recall: 0.7477, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.163, scimark_benchmark: 941.3847, usercpu_time_millis: 12550, usercpu_time_millis_testing: 2730, usercpu_time_millis_training: 9820,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.6472, kappa: 0.0004, kb_relative_information_score: 11125.9269, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.6283, predictive_accuracy: 0.7477, prior_entropy: 0.8085, recall: 0.7477, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.163, scimark_benchmark: 937.5117, usercpu_time_millis: 17460, usercpu_time_millis_testing: 2760, usercpu_time_millis_training: 14700,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.8243, kappa: 0.5179, kb_relative_information_score: 16974.8693, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8223, predictive_accuracy: 0.8293, prior_entropy: 0.8085, recall: 0.8293, relative_absolute_error: 0.5968, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.7968, scimark_benchmark: 947.1781, usercpu_time_millis: 1450, usercpu_time_millis_testing: 340, usercpu_time_millis_training: 1110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.8354, kappa: 0.5406, kb_relative_information_score: 17800.2863, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8371, predictive_accuracy: 0.8444, prior_entropy: 0.8085, recall: 0.8444, relative_absolute_error: 0.5937, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.7867, scimark_benchmark: 942.2392, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8376, kappa: 0.5514, kb_relative_information_score: 10040.4218, mean_absolute_error: 0.2826, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8368, predictive_accuracy: 0.8437, prior_entropy: 0.8085, recall: 0.8437, relative_absolute_error: 0.7573, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.8, scimark_benchmark: 901.6243, usercpu_time_millis: 290, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, f_measure: 0.8331, kappa: 0.5377, kb_relative_information_score: 17186.1182, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8325, predictive_accuracy: 0.8401, prior_entropy: 0.8085, recall: 0.8401, relative_absolute_error: 0.6021, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.7743, scimark_benchmark: 936.2574, usercpu_time_millis: 4540, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4530,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8275, kappa: 0.5253, kb_relative_information_score: 18704.5928, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8258, predictive_accuracy: 0.8331, prior_entropy: 0.8085, recall: 0.8331, relative_absolute_error: 0.5553, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.7974, scimark_benchmark: 934.695, usercpu_time_millis: 360850, usercpu_time_millis_testing: 15980, usercpu_time_millis_training: 344870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.6472, kappa: 0.0004, kb_relative_information_score: 11125.9269, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.6283, predictive_accuracy: 0.7477, prior_entropy: 0.8085, recall: 0.7477, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.163, scimark_benchmark: 908.9569, usercpu_time_millis: 52010, usercpu_time_millis_testing: 15110, usercpu_time_millis_training: 36900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.6472, kappa: 0.0004, kb_relative_information_score: 11125.9269, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.6283, predictive_accuracy: 0.7477, prior_entropy: 0.8085, recall: 0.7477, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.163, scimark_benchmark: 932.438, usercpu_time_millis: 26380, usercpu_time_millis_testing: 3650, usercpu_time_millis_training: 22730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8277, kappa: 0.5547, kb_relative_information_score: 18989.0989, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8372, predictive_accuracy: 0.8226, prior_entropy: 0.8085, recall: 0.8226, relative_absolute_error: 0.5266, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.8403, scimark_benchmark: 930.404, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 938.1282, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 930.404, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 933.3455, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, f_measure: 0.8164, kappa: 0.4951, kb_relative_information_score: 16191.7505, mean_absolute_error: 0.2307, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8141, predictive_accuracy: 0.8221, prior_entropy: 0.8085, recall: 0.8221, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.351, root_relative_squared_error: 0.8126, scimark_benchmark: 903.2737, usercpu_time_millis: 300, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 936.9595, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.8381, kappa: 0.557, kb_relative_information_score: 21932.2471, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8365, predictive_accuracy: 0.842, prior_entropy: 0.8085, recall: 0.842, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8062, scimark_benchmark: 936.2574, usercpu_time_millis: 2680, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.8243, kappa: 0.5179, kb_relative_information_score: 16974.8693, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8223, predictive_accuracy: 0.8293, prior_entropy: 0.8085, recall: 0.8293, relative_absolute_error: 0.5968, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.7968, scimark_benchmark: 941.4991, usercpu_time_millis: 1570, usercpu_time_millis_testing: 390, usercpu_time_millis_training: 1180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8986, f_measure: 0.8439, kappa: 0.567, kb_relative_information_score: 18671.5145, mean_absolute_error: 0.2157, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8443, predictive_accuracy: 0.8508, prior_entropy: 0.8085, recall: 0.8508, relative_absolute_error: 0.578, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.7517, scimark_benchmark: 1051.249, usercpu_time_millis: 423430, usercpu_time_millis_testing: 74310, usercpu_time_millis_training: 349120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8426, kappa: 0.5636, kb_relative_information_score: 18615.6711, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8428, predictive_accuracy: 0.8494, prior_entropy: 0.8085, recall: 0.8494, relative_absolute_error: 0.5786, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.7533, scimark_benchmark: 938.4601, usercpu_time_millis: 112980, usercpu_time_millis_testing: 21760, usercpu_time_millis_training: 91220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8421, kappa: 0.5625, kb_relative_information_score: 18575.8049, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8421, predictive_accuracy: 0.8488, prior_entropy: 0.8085, recall: 0.8488, relative_absolute_error: 0.5785, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.326, root_relative_squared_error: 0.7548, scimark_benchmark: 941.4991, usercpu_time_millis: 52240, usercpu_time_millis_testing: 6780, usercpu_time_millis_training: 45460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.8405, kappa: 0.5587, kb_relative_information_score: 18471.2352, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8402, predictive_accuracy: 0.847, prior_entropy: 0.8085, recall: 0.847, relative_absolute_error: 0.5794, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.7587, scimark_benchmark: 910.2405, usercpu_time_millis: 28010, usercpu_time_millis_testing: 3880, usercpu_time_millis_training: 24130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8879, f_measure: 0.8387, kappa: 0.554, kb_relative_information_score: 18338.2135, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.838, predictive_accuracy: 0.8449, prior_entropy: 0.8085, recall: 0.8449, relative_absolute_error: 0.5792, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.7668, scimark_benchmark: 897.0978, usercpu_time_millis: 16200, usercpu_time_millis_testing: 1610, usercpu_time_millis_training: 14590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8765, f_measure: 0.8326, kappa: 0.5347, kb_relative_information_score: 17618.1056, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8329, predictive_accuracy: 0.8407, prior_entropy: 0.8085, recall: 0.8407, relative_absolute_error: 0.5907, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.782, scimark_benchmark: 930.0565, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8765, f_measure: 0.8326, kappa: 0.5347, kb_relative_information_score: 17618.1056, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8329, predictive_accuracy: 0.8407, prior_entropy: 0.8085, recall: 0.8407, relative_absolute_error: 0.5907, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.782, scimark_benchmark: 930.0565, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8765, f_measure: 0.8326, kappa: 0.5347, kb_relative_information_score: 17618.1056, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8329, predictive_accuracy: 0.8407, prior_entropy: 0.8085, recall: 0.8407, relative_absolute_error: 0.5907, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.782, scimark_benchmark: 941.9549, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 1324.7884, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8275, kappa: 0.5253, kb_relative_information_score: 18704.6439, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8258, predictive_accuracy: 0.8331, prior_entropy: 0.8085, recall: 0.8331, relative_absolute_error: 0.5553, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.7974, scimark_benchmark: 1313.8988, usercpu_time_millis: 134410, usercpu_time_millis_testing: 11710, usercpu_time_millis_training: 122700,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8277, kappa: 0.5547, kb_relative_information_score: 18989.0989, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8372, predictive_accuracy: 0.8226, prior_entropy: 0.8085, recall: 0.8226, relative_absolute_error: 0.5266, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.8403, scimark_benchmark: 1310.3168, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 1306.9281, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.8354, kappa: 0.5406, kb_relative_information_score: 17800.2863, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8371, predictive_accuracy: 0.8444, prior_entropy: 0.8085, recall: 0.8444, relative_absolute_error: 0.5937, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.7867, scimark_benchmark: 1310.3168, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 1322.3407, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 1332.1612, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8277, kappa: 0.5547, kb_relative_information_score: 18989.0989, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8372, predictive_accuracy: 0.8226, prior_entropy: 0.8085, recall: 0.8226, relative_absolute_error: 0.5266, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.8403, scimark_benchmark: 1325.4787, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 1306.9281, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 1313.11, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 1337.3324, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.8381, kappa: 0.557, kb_relative_information_score: 21932.2471, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8365, predictive_accuracy: 0.842, prior_entropy: 0.8085, recall: 0.842, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8062, scimark_benchmark: 1320.8283, usercpu_time_millis: 2820, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.8243, kappa: 0.5179, kb_relative_information_score: 16974.8693, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8223, predictive_accuracy: 0.8293, prior_entropy: 0.8085, recall: 0.8293, relative_absolute_error: 0.5968, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.7968, scimark_benchmark: 1335.3312, usercpu_time_millis: 1090, usercpu_time_millis_testing: 250, usercpu_time_millis_training: 840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, f_measure: 0.8331, kappa: 0.5377, kb_relative_information_score: 17186.1182, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8325, predictive_accuracy: 0.8401, prior_entropy: 0.8085, recall: 0.8401, relative_absolute_error: 0.6021, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.7743, scimark_benchmark: 1299.3719, usercpu_time_millis: 4050, usercpu_time_millis_training: 4050,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8927, f_measure: 0.8357, kappa: 0.5464, kb_relative_information_score: 18183.9759, mean_absolute_error: 0.2161, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8346, predictive_accuracy: 0.8416, prior_entropy: 0.8085, recall: 0.8416, relative_absolute_error: 0.579, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.7658, scimark_benchmark: 1344.0499, usercpu_time_millis: 6370, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 6360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.6472, kappa: 0.0004, kb_relative_information_score: 11125.9269, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.6283, predictive_accuracy: 0.7477, prior_entropy: 0.8085, recall: 0.7477, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.163, scimark_benchmark: 1317.5348, usercpu_time_millis: 49560, usercpu_time_millis_testing: 8300, usercpu_time_millis_training: 41260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8277, kappa: 0.5547, kb_relative_information_score: 18989.0989, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8372, predictive_accuracy: 0.8226, prior_entropy: 0.8085, recall: 0.8226, relative_absolute_error: 0.5266, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.8403, scimark_benchmark: 1352.9931, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
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: 0.8654, f_measure: 0.8164, kappa: 0.4951, kb_relative_information_score: 16191.7505, mean_absolute_error: 0.2307, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8141, predictive_accuracy: 0.8221, prior_entropy: 0.8085, recall: 0.8221, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.351, root_relative_squared_error: 0.8126, scimark_benchmark: 1335.2363, usercpu_time_millis: 230, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.8243, kappa: 0.5179, kb_relative_information_score: 16974.8693, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8223, predictive_accuracy: 0.8293, prior_entropy: 0.8085, recall: 0.8293, relative_absolute_error: 0.5968, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.7968, scimark_benchmark: 1303.5632, usercpu_time_millis: 1510, usercpu_time_millis_testing: 450, usercpu_time_millis_training: 1060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.6472, kappa: 0.0004, kb_relative_information_score: 11125.9269, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.6283, predictive_accuracy: 0.7477, prior_entropy: 0.8085, recall: 0.7477, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.163, scimark_benchmark: 1324.6608, usercpu_time_millis: 67020, usercpu_time_millis_testing: 17230, usercpu_time_millis_training: 49790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 938.0414, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.8381, kappa: 0.557, kb_relative_information_score: 21932.2471, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8365, predictive_accuracy: 0.842, prior_entropy: 0.8085, recall: 0.842, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8062, scimark_benchmark: 1344.4042, usercpu_time_millis: 2690, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2650,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 1341.5795, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.8354, kappa: 0.5406, kb_relative_information_score: 17800.2863, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8371, predictive_accuracy: 0.8444, prior_entropy: 0.8085, recall: 0.8444, relative_absolute_error: 0.5937, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.7867, scimark_benchmark: 1341.5795, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8277, kappa: 0.5547, kb_relative_information_score: 18989.0989, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8372, predictive_accuracy: 0.8226, prior_entropy: 0.8085, recall: 0.8226, relative_absolute_error: 0.5266, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.8403, scimark_benchmark: 938.0414, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 1347.993, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8403, kappa: 0.5785, kb_relative_information_score: 20036.0009, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8434, predictive_accuracy: 0.8381, prior_entropy: 0.8085, recall: 0.8381, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7905, scimark_benchmark: 1312.2688, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7149, f_measure: 0.7388, kappa: 0.2974, kb_relative_information_score: 9073.6841, mean_absolute_error: 0.2668, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.7379, predictive_accuracy: 0.7397, prior_entropy: 0.8085, recall: 0.7397, relative_absolute_error: 0.7149, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4758, root_relative_squared_error: 1.1016, scimark_benchmark: 912.7324, usercpu_time_millis: 45740, usercpu_time_millis_testing: 45740,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8376, kappa: 0.5514, kb_relative_information_score: 10040.4218, mean_absolute_error: 0.2826, mean_prior_absolute_error: 0.3732, number_of_instances: 45620, precision: 0.8368, predictive_accuracy: 0.8437, prior_entropy: 0.8085, recall: 0.8437, relative_absolute_error: 0.7573, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.8, scimark_benchmark: 1337.7947, usercpu_time_millis: 200, usercpu_time_millis_training: 200,

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

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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

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