Task
Supervised Classification on fri_c3_100_5

Supervised Classification on fri_c3_100_5

Task 4484 Supervised Classification fri_c3_100_5 217 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8907, build_cpu_time: 0.0095, build_memory: 104264214.8, f_measure: 0.8095, kappa: 0.6128, kb_relative_information_score: 481.8595, mean_absolute_error: 0.2672, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8096, predictive_accuracy: 0.81, prior_entropy: 0.99, recall: 0.81, relative_absolute_error: 0.542, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.7296, scimark_benchmark: 948.6329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, build_cpu_time: 0.0209, build_memory: 448333336.8, f_measure: 0.8034, kappa: 0.6003, kb_relative_information_score: 479.8171, mean_absolute_error: 0.2686, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8035, predictive_accuracy: 0.804, prior_entropy: 0.99, recall: 0.804, relative_absolute_error: 0.5449, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.7215, scimark_benchmark: 927.6358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, build_cpu_time: 0.0337, build_memory: 112354969.04, f_measure: 0.8143, kappa: 0.6221, kb_relative_information_score: 485.2011, mean_absolute_error: 0.2666, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8147, predictive_accuracy: 0.815, prior_entropy: 0.99, recall: 0.815, relative_absolute_error: 0.5408, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3548, root_relative_squared_error: 0.7148, scimark_benchmark: 940.5225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.902, build_cpu_time: 0.0635, build_memory: 744345933.36, f_measure: 0.8215, kappa: 0.637, kb_relative_information_score: 486.0221, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8217, predictive_accuracy: 0.822, prior_entropy: 0.99, recall: 0.822, relative_absolute_error: 0.5401, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3539, root_relative_squared_error: 0.713, scimark_benchmark: 945.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8951, build_cpu_time: 0.2036, build_memory: 1799318769.36, f_measure: 0.8082, kappa: 0.6093, kb_relative_information_score: 441.5432, mean_absolute_error: 0.2899, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8112, predictive_accuracy: 0.81, prior_entropy: 0.99, recall: 0.81, relative_absolute_error: 0.588, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3652, root_relative_squared_error: 0.7356, scimark_benchmark: 934.8242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, build_cpu_time: 0.1028, build_memory: 707273226.24, f_measure: 0.8017, kappa: 0.5962, kb_relative_information_score: 440.551, mean_absolute_error: 0.2903, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8059, predictive_accuracy: 0.804, prior_entropy: 0.99, recall: 0.804, relative_absolute_error: 0.589, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3665, root_relative_squared_error: 0.7383, scimark_benchmark: 936.1856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, build_cpu_time: 0.0226, build_memory: 1129487451.36, f_measure: 0.8174, kappa: 0.6285, kb_relative_information_score: 631.6588, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8177, predictive_accuracy: 0.818, prior_entropy: 0.99, recall: 0.818, relative_absolute_error: 0.3658, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4111, root_relative_squared_error: 0.8283, scimark_benchmark: 941.5665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, build_cpu_time: 0.0494, build_memory: 637045458.72, f_measure: 0.8256, kappa: 0.6454, kb_relative_information_score: 644.1951, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8257, predictive_accuracy: 0.826, prior_entropy: 0.99, recall: 0.826, relative_absolute_error: 0.3534, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4108, root_relative_squared_error: 0.8276, scimark_benchmark: 941.4059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, build_cpu_time: 0.0447, build_memory: 910209590.4, f_measure: 0.8256, kappa: 0.6454, kb_relative_information_score: 644.1951, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8257, predictive_accuracy: 0.826, prior_entropy: 0.99, recall: 0.826, relative_absolute_error: 0.3534, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4108, root_relative_squared_error: 0.8276, scimark_benchmark: 931.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, build_cpu_time: 0.1302, build_memory: 537539699.36, f_measure: 0.8278, kappa: 0.6503, kb_relative_information_score: 647.9171, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8277, predictive_accuracy: 0.828, prior_entropy: 0.99, recall: 0.828, relative_absolute_error: 0.3497, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4133, root_relative_squared_error: 0.8326, scimark_benchmark: 928.3063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, build_cpu_time: 0.1709, build_memory: 1529702396.48, f_measure: 0.8258, kappa: 0.6461, kb_relative_information_score: 644.3608, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8257, predictive_accuracy: 0.826, prior_entropy: 0.99, recall: 0.826, relative_absolute_error: 0.353, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4157, root_relative_squared_error: 0.8374, scimark_benchmark: 941.2105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, build_cpu_time: 0.3542, build_memory: 1001010372, f_measure: 0.8387, kappa: 0.6723, kb_relative_information_score: 670.7065, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8387, predictive_accuracy: 0.839, prior_entropy: 0.99, recall: 0.839, relative_absolute_error: 0.3271, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4006, root_relative_squared_error: 0.8071, scimark_benchmark: 944.7154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7384, f_measure: 0.7612, kappa: 0.5161, kb_relative_information_score: 461.1567, mean_absolute_error: 0.2705, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7616, predictive_accuracy: 0.761, prior_entropy: 0.99, recall: 0.761, relative_absolute_error: 0.5487, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.467, root_relative_squared_error: 0.9407, scimark_benchmark: 1505.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4513, f_measure: 0.4021, kb_relative_information_score: -1.7651, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 1.0011, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4969, root_relative_squared_error: 1.0011, scimark_benchmark: 1466.6185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7207, f_measure: 0.7263, kappa: 0.4434, kb_relative_information_score: 442.5307, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7261, predictive_accuracy: 0.727, prior_entropy: 0.99, recall: 0.727, relative_absolute_error: 0.5538, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.0526, scimark_benchmark: 1341.2341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7032, f_measure: 0.7079, kappa: 0.4069, kb_relative_information_score: 403.7607, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7077, predictive_accuracy: 0.708, prior_entropy: 0.99, recall: 0.708, relative_absolute_error: 0.5924, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5404, root_relative_squared_error: 1.0886, scimark_benchmark: 1384.4418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7516, f_measure: 0.7628, kappa: 0.5226, kb_relative_information_score: 452.2943, mean_absolute_error: 0.276, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7672, predictive_accuracy: 0.762, prior_entropy: 0.99, recall: 0.762, relative_absolute_error: 0.5599, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4614, root_relative_squared_error: 0.9294, scimark_benchmark: 1330.0803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5306, f_measure: 0.4978, kappa: 0.058, kb_relative_information_score: -0.2638, mean_absolute_error: 0.49, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.5426, predictive_accuracy: 0.51, prior_entropy: 0.99, recall: 0.51, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7, root_relative_squared_error: 1.4102, scimark_benchmark: 1442.7264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8105, f_measure: 0.8122, kappa: 0.6194, kb_relative_information_score: 615.9755, mean_absolute_error: 0.188, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8126, predictive_accuracy: 0.812, prior_entropy: 0.99, recall: 0.812, relative_absolute_error: 0.3814, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4336, root_relative_squared_error: 0.8735, scimark_benchmark: 1359.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7084, f_measure: 0.7258, kappa: 0.4432, kb_relative_information_score: 393.5876, mean_absolute_error: 0.3038, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7256, predictive_accuracy: 0.726, prior_entropy: 0.99, recall: 0.726, relative_absolute_error: 0.6164, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9994, scimark_benchmark: 1301.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7108, f_measure: 0.7067, kappa: 0.4031, kb_relative_information_score: 308.201, mean_absolute_error: 0.3508, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7066, predictive_accuracy: 0.708, prior_entropy: 0.99, recall: 0.708, relative_absolute_error: 0.7117, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4786, root_relative_squared_error: 0.9643, scimark_benchmark: 1301.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7367, f_measure: 0.7401, kappa: 0.4729, kb_relative_information_score: 469.0576, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7403, predictive_accuracy: 0.74, prior_entropy: 0.99, recall: 0.74, relative_absolute_error: 0.5274, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0272, scimark_benchmark: 1333.5799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8477, kappa: 0.6905, kb_relative_information_score: 516.38, mean_absolute_error: 0.2514, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8478, predictive_accuracy: 0.848, prior_entropy: 0.99, recall: 0.848, relative_absolute_error: 0.51, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.6877, scimark_benchmark: 1072.3689, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7526, f_measure: 0.6955, kappa: 0.3805, kb_relative_information_score: 215.0109, mean_absolute_error: 0.4002, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6955, predictive_accuracy: 0.697, prior_entropy: 0.99, recall: 0.697, relative_absolute_error: 0.8119, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9009, scimark_benchmark: 924.3698, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6686, f_measure: 0.675, kappa: 0.339, kb_relative_information_score: 338.4638, mean_absolute_error: 0.324, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6746, predictive_accuracy: 0.676, prior_entropy: 0.99, recall: 0.676, relative_absolute_error: 0.6573, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5692, root_relative_squared_error: 1.1467, scimark_benchmark: 923.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7085, f_measure: 0.6638, kappa: 0.316, kb_relative_information_score: 171.1388, mean_absolute_error: 0.4185, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6634, predictive_accuracy: 0.665, prior_entropy: 0.99, recall: 0.665, relative_absolute_error: 0.849, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.464, root_relative_squared_error: 0.9349, scimark_benchmark: 944.5495, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6615, f_measure: 0.6698, kappa: 0.3274, kb_relative_information_score: 332.3422, mean_absolute_error: 0.327, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6707, predictive_accuracy: 0.673, prior_entropy: 0.99, recall: 0.673, relative_absolute_error: 0.6634, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5718, root_relative_squared_error: 1.152, scimark_benchmark: 1301.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 101.7626, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, scimark_benchmark: 882.7843, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6407, f_measure: 0.6498, kappa: 0.2874, kb_relative_information_score: 297.6532, mean_absolute_error: 0.344, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6532, predictive_accuracy: 0.656, prior_entropy: 0.99, recall: 0.656, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5865, root_relative_squared_error: 1.1816, scimark_benchmark: 1404.1865, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.815, kappa: 0.6232, kb_relative_information_score: 553.3692, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8189, predictive_accuracy: 0.817, prior_entropy: 0.99, recall: 0.817, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3714, root_relative_squared_error: 0.7482, scimark_benchmark: 1384.4418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.7828, kappa: 0.5576, kb_relative_information_score: 499.1583, mean_absolute_error: 0.2521, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7858, predictive_accuracy: 0.785, prior_entropy: 0.99, recall: 0.785, relative_absolute_error: 0.5114, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3758, root_relative_squared_error: 0.7572, scimark_benchmark: 916.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.857, f_measure: 0.7946, kappa: 0.5827, kb_relative_information_score: 423.2903, mean_absolute_error: 0.2986, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7946, predictive_accuracy: 0.795, prior_entropy: 0.99, recall: 0.795, relative_absolute_error: 0.6057, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7803, scimark_benchmark: 909.1698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8101, kappa: 0.6148, kb_relative_information_score: 527.0792, mean_absolute_error: 0.2425, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8102, predictive_accuracy: 0.81, prior_entropy: 0.99, recall: 0.81, relative_absolute_error: 0.4919, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3635, root_relative_squared_error: 0.7323, scimark_benchmark: 929.0363, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.827, kappa: 0.649, kb_relative_information_score: 596.5985, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.827, predictive_accuracy: 0.827, prior_entropy: 0.99, recall: 0.827, relative_absolute_error: 0.4142, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.7105, scimark_benchmark: 938.9967, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8239, kappa: 0.6423, kb_relative_information_score: 621.4598, mean_absolute_error: 0.1879, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8238, predictive_accuracy: 0.824, prior_entropy: 0.99, recall: 0.824, relative_absolute_error: 0.3812, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.7347, scimark_benchmark: 1318.1432, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.8165, kappa: 0.6269, kb_relative_information_score: 625.5427, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8166, predictive_accuracy: 0.817, prior_entropy: 0.99, recall: 0.817, relative_absolute_error: 0.373, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3863, root_relative_squared_error: 0.7782, scimark_benchmark: 1325.2092, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7048, f_measure: 0.7006, kappa: 0.3919, kb_relative_information_score: 318.8093, mean_absolute_error: 0.3414, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7004, predictive_accuracy: 0.701, prior_entropy: 0.99, recall: 0.701, relative_absolute_error: 0.6926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9967, scimark_benchmark: 912.7324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.7759, kappa: 0.544, kb_relative_information_score: 377.4063, mean_absolute_error: 0.323, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7764, predictive_accuracy: 0.777, prior_entropy: 0.99, recall: 0.777, relative_absolute_error: 0.6553, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3848, root_relative_squared_error: 0.7751, scimark_benchmark: 912.7324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8744, f_measure: 0.7795, kappa: 0.5511, kb_relative_information_score: 375.9298, mean_absolute_error: 0.3246, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7807, predictive_accuracy: 0.781, prior_entropy: 0.99, recall: 0.781, relative_absolute_error: 0.6585, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3822, root_relative_squared_error: 0.77, scimark_benchmark: 887.6719, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8461, f_measure: 0.7616, kappa: 0.5145, kb_relative_information_score: 306.1267, mean_absolute_error: 0.3603, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7641, predictive_accuracy: 0.764, prior_entropy: 0.99, recall: 0.764, relative_absolute_error: 0.7308, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8139, scimark_benchmark: 1318.8785, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7214, f_measure: 0.7368, kappa: 0.4657, kb_relative_information_score: 410.442, mean_absolute_error: 0.2956, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7367, predictive_accuracy: 0.737, prior_entropy: 0.99, recall: 0.737, relative_absolute_error: 0.5997, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4879, root_relative_squared_error: 0.9829, scimark_benchmark: 950.6776, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6758, f_measure: 0.6444, kappa: 0.2794, kb_relative_information_score: 192.1059, mean_absolute_error: 0.4047, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6449, predictive_accuracy: 0.644, prior_entropy: 0.99, recall: 0.644, relative_absolute_error: 0.8209, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4921, root_relative_squared_error: 0.9913, scimark_benchmark: 854.6529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.8169, kappa: 0.6282, kb_relative_information_score: 623.1607, mean_absolute_error: 0.1847, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8168, predictive_accuracy: 0.817, prior_entropy: 0.99, recall: 0.817, relative_absolute_error: 0.3747, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.7914, scimark_benchmark: 889.3151, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8319, f_measure: 0.7778, kappa: 0.5477, kb_relative_information_score: 502.069, mean_absolute_error: 0.2509, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7785, predictive_accuracy: 0.779, prior_entropy: 0.99, recall: 0.779, relative_absolute_error: 0.5091, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4214, root_relative_squared_error: 0.8489, scimark_benchmark: 1327.2954, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.7514, kappa: 0.4945, kb_relative_information_score: 380.8539, mean_absolute_error: 0.3154, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7512, predictive_accuracy: 0.752, prior_entropy: 0.99, recall: 0.752, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4231, root_relative_squared_error: 0.8524, scimark_benchmark: 1328.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8011, f_measure: 0.8083, kappa: 0.6097, kb_relative_information_score: 602.0195, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8109, predictive_accuracy: 0.81, prior_entropy: 0.99, recall: 0.81, relative_absolute_error: 0.3991, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4313, root_relative_squared_error: 0.8688, scimark_benchmark: 1341.1616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.7784, kappa: 0.5487, kb_relative_information_score: 530.1461, mean_absolute_error: 0.2331, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.7822, predictive_accuracy: 0.781, prior_entropy: 0.99, recall: 0.781, relative_absolute_error: 0.4729, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4059, root_relative_squared_error: 0.8177, scimark_benchmark: 1368.9272, usercpu_time_millis: 100, usercpu_time_millis_testing: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6686, f_measure: 0.675, kappa: 0.339, kb_relative_information_score: 338.4638, mean_absolute_error: 0.324, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6746, predictive_accuracy: 0.676, prior_entropy: 0.99, recall: 0.676, relative_absolute_error: 0.6573, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5692, root_relative_squared_error: 1.1467, scimark_benchmark: 1301.1661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.8279, kappa: 0.6505, kb_relative_information_score: 622.9769, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8278, predictive_accuracy: 0.828, prior_entropy: 0.99, recall: 0.828, relative_absolute_error: 0.3792, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.373, root_relative_squared_error: 0.7514, scimark_benchmark: 1064.8317, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8477, kappa: 0.6905, kb_relative_information_score: 516.38, mean_absolute_error: 0.2514, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8478, predictive_accuracy: 0.848, prior_entropy: 0.99, recall: 0.848, relative_absolute_error: 0.51, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.6877, scimark_benchmark: 1357.5655, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.696, kappa: 0.3811, kb_relative_information_score: 316.0594, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6963, predictive_accuracy: 0.698, prior_entropy: 0.99, recall: 0.698, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4617, root_relative_squared_error: 0.9302, scimark_benchmark: 1342.6911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7514, f_measure: 0.6983, kappa: 0.3856, kb_relative_information_score: 314.2393, mean_absolute_error: 0.3446, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6994, predictive_accuracy: 0.701, prior_entropy: 0.99, recall: 0.701, relative_absolute_error: 0.699, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4602, root_relative_squared_error: 0.9272, scimark_benchmark: 1335.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.696, kappa: 0.3811, kb_relative_information_score: 316.0594, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6963, predictive_accuracy: 0.698, prior_entropy: 0.99, recall: 0.698, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4617, root_relative_squared_error: 0.9302, scimark_benchmark: 1354.3488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.696, kappa: 0.3811, kb_relative_information_score: 316.0594, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6963, predictive_accuracy: 0.698, prior_entropy: 0.99, recall: 0.698, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4617, root_relative_squared_error: 0.9302, scimark_benchmark: 1354.3488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8477, kappa: 0.6905, kb_relative_information_score: 516.38, mean_absolute_error: 0.2514, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.8478, predictive_accuracy: 0.848, prior_entropy: 0.99, recall: 0.848, relative_absolute_error: 0.51, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.6877, scimark_benchmark: 1315.933, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.696, kappa: 0.3811, kb_relative_information_score: 316.0594, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6963, predictive_accuracy: 0.698, prior_entropy: 0.99, recall: 0.698, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4617, root_relative_squared_error: 0.9302, scimark_benchmark: 1352.2099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.696, kappa: 0.3811, kb_relative_information_score: 316.0594, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.4929, number_of_instances: 1000, precision: 0.6963, predictive_accuracy: 0.698, prior_entropy: 0.99, recall: 0.698, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4617, root_relative_squared_error: 0.9302, scimark_benchmark: 933.1165,

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