OpenML
Supervised Classification on fri_c2_250_50

Supervised Classification on fri_c2_250_50

Task 3741 Supervised Classification fri_c2_250_50 563 runs submitted
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  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8185, f_measure: 0.7719, kappa: 0.5394, kb_relative_information_score: 130.0706, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7718, predictive_accuracy: 0.772, prior_entropy: 0.9934, recall: 0.772, relative_absolute_error: 0.4912, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4082, root_relative_squared_error: 0.8202, scimark_benchmark: 1806.5905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7641, kappa: 0.524, kb_relative_information_score: 129.9184, mean_absolute_error: 0.2377, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7642, predictive_accuracy: 0.764, prior_entropy: 0.9934, recall: 0.764, relative_absolute_error: 0.4798, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4683, root_relative_squared_error: 0.9409, scimark_benchmark: 1806.5905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8986, f_measure: 0.8121, kappa: 0.6208, kb_relative_information_score: 145.2911, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8122, predictive_accuracy: 0.812, prior_entropy: 0.9934, recall: 0.812, relative_absolute_error: 0.4265, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.7319, scimark_benchmark: 1806.5905, usercpu_time_millis: 31.2002, usercpu_time_millis_training: 31.2002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.7914, kappa: 0.5782, kb_relative_information_score: 75.4184, mean_absolute_error: 0.3692, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7917, predictive_accuracy: 0.792, prior_entropy: 0.9934, recall: 0.792, relative_absolute_error: 0.7452, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.7948, scimark_benchmark: 1806.5905, usercpu_time_millis: 78.0005, usercpu_time_millis_training: 78.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8172, f_measure: 0.8198, kappa: 0.6358, kb_relative_information_score: 157.7587, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8198, predictive_accuracy: 0.82, prior_entropy: 0.9934, recall: 0.82, relative_absolute_error: 0.369, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4224, root_relative_squared_error: 0.8487, scimark_benchmark: 1806.5905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5377, f_measure: 0.5407, kappa: 0.075, kb_relative_information_score: 16.8066, mean_absolute_error: 0.4604, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.5418, predictive_accuracy: 0.54, prior_entropy: 0.9934, recall: 0.54, relative_absolute_error: 0.9292, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6753, root_relative_squared_error: 1.3568, scimark_benchmark: 1806.5905, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6922, f_measure: 0.7756, kappa: 0.5464, kb_relative_information_score: 56.3696, mean_absolute_error: 0.4041, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7756, predictive_accuracy: 0.776, prior_entropy: 0.9934, recall: 0.776, relative_absolute_error: 0.8157, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4724, root_relative_squared_error: 0.9492, scimark_benchmark: 1877.5305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7403, f_measure: 0.696, kappa: 0.3863, kb_relative_information_score: 70.6546, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.696, predictive_accuracy: 0.696, prior_entropy: 0.9934, recall: 0.696, relative_absolute_error: 0.7347, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4678, root_relative_squared_error: 0.94, scimark_benchmark: 1850.8887, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.483, f_measure: 0.388, kb_relative_information_score: -0.0676, mean_absolute_error: 0.4955, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.3003, predictive_accuracy: 0.548, prior_entropy: 0.9934, recall: 0.548, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4978, root_relative_squared_error: 1.0002, scimark_benchmark: 1850.8887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.6111, kappa: 0.2137, kb_relative_information_score: 53.4104, mean_absolute_error: 0.388, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6107, predictive_accuracy: 0.612, prior_entropy: 0.9934, recall: 0.612, relative_absolute_error: 0.7832, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6229, root_relative_squared_error: 1.2516, usercpu_time_millis: 1.084, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 1.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.7996, kappa: 0.595, kb_relative_information_score: 148.6524, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7997, predictive_accuracy: 0.8, prior_entropy: 0.9934, recall: 0.8, relative_absolute_error: 0.4037, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8986, usercpu_time_millis: 5.22, usercpu_time_millis_testing: 0.553, usercpu_time_millis_training: 4.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6617, f_measure: 0.6642, kappa: 0.3228, kb_relative_information_score: 79.754, mean_absolute_error: 0.336, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6646, predictive_accuracy: 0.664, prior_entropy: 0.9934, recall: 0.664, relative_absolute_error: 0.6782, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5797, root_relative_squared_error: 1.1647, usercpu_time_millis: 1.867, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 1.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6841, f_measure: 0.6896, kappa: 0.3719, kb_relative_information_score: 93.9389, mean_absolute_error: 0.308, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.691, predictive_accuracy: 0.692, prior_entropy: 0.9934, recall: 0.692, relative_absolute_error: 0.6217, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.555, root_relative_squared_error: 1.1151, usercpu_time_millis: 0.997, usercpu_time_millis_testing: 0.146, usercpu_time_millis_training: 0.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7057, f_measure: 0.7081, kappa: 0.411, kb_relative_information_score: 102.0446, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7082, predictive_accuracy: 0.708, prior_entropy: 0.9934, recall: 0.708, relative_absolute_error: 0.5894, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5404, root_relative_squared_error: 1.0858, usercpu_time_millis: 0.495, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7995, f_measure: 0.8033, kappa: 0.6022, kb_relative_information_score: 150.6788, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8039, predictive_accuracy: 0.804, prior_entropy: 0.9934, recall: 0.804, relative_absolute_error: 0.3956, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4427, root_relative_squared_error: 0.8895, usercpu_time_millis: 0.38, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 0.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5217, f_measure: 0.5107, kappa: 0.0454, kb_relative_information_score: 20.9877, mean_absolute_error: 0.452, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.5339, predictive_accuracy: 0.548, prior_entropy: 0.9934, recall: 0.548, relative_absolute_error: 0.9123, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6723, root_relative_squared_error: 1.3509, usercpu_time_millis: 0.332, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, f_measure: 0.7358, kappa: 0.4663, kb_relative_information_score: 116.2296, mean_absolute_error: 0.264, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7357, predictive_accuracy: 0.736, prior_entropy: 0.9934, recall: 0.736, relative_absolute_error: 0.5329, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5138, root_relative_squared_error: 1.0324, usercpu_time_millis: 22.014, usercpu_time_millis_testing: 1.441, usercpu_time_millis_training: 20.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6866, f_measure: 0.6884, kappa: 0.3721, kb_relative_information_score: 91.9125, mean_absolute_error: 0.312, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6892, predictive_accuracy: 0.688, prior_entropy: 0.9934, recall: 0.688, relative_absolute_error: 0.6298, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5586, root_relative_squared_error: 1.1223, usercpu_time_millis: 17.352, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 17.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8211, f_measure: 0.8288, kappa: 0.6544, kb_relative_information_score: 164.8638, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.842, predictive_accuracy: 0.832, prior_entropy: 0.9934, recall: 0.832, relative_absolute_error: 0.3391, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4099, root_relative_squared_error: 0.8236, usercpu_time_millis: 182.409, usercpu_time_millis_testing: 0.125, usercpu_time_millis_training: 182.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8193, f_measure: 0.8233, kappa: 0.6425, kb_relative_information_score: 160.8109, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8243, predictive_accuracy: 0.824, prior_entropy: 0.9934, recall: 0.824, relative_absolute_error: 0.3552, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4195, root_relative_squared_error: 0.8429, usercpu_time_millis: 3.566, usercpu_time_millis_testing: 0.247, usercpu_time_millis_training: 3.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8266, f_measure: 0.8311, kappa: 0.6582, kb_relative_information_score: 164.8638, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8329, predictive_accuracy: 0.832, prior_entropy: 0.9934, recall: 0.832, relative_absolute_error: 0.3391, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4099, root_relative_squared_error: 0.8236, usercpu_time_millis: 23.37, usercpu_time_millis_testing: 2.638, usercpu_time_millis_training: 20.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8193, f_measure: 0.8233, kappa: 0.6425, kb_relative_information_score: 160.8109, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8243, predictive_accuracy: 0.824, prior_entropy: 0.9934, recall: 0.824, relative_absolute_error: 0.3552, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4195, root_relative_squared_error: 0.8429, usercpu_time_millis: 5.652, usercpu_time_millis_testing: 0.128, usercpu_time_millis_training: 5.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, f_measure: 0.6916, kappa: 0.3768, kb_relative_information_score: 93.9389, mean_absolute_error: 0.308, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6914, predictive_accuracy: 0.692, prior_entropy: 0.9934, recall: 0.692, relative_absolute_error: 0.6217, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.555, root_relative_squared_error: 1.1151, usercpu_time_millis: 1.097, usercpu_time_millis_testing: 0.141, usercpu_time_millis_training: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5133, f_measure: 0.514, kappa: 0.0274, kb_relative_information_score: 12.882, mean_absolute_error: 0.468, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.5196, predictive_accuracy: 0.532, prior_entropy: 0.9934, recall: 0.532, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6841, root_relative_squared_error: 1.3746, usercpu_time_millis: 0.589, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 0.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6526, f_measure: 0.6579, kappa: 0.3078, kb_relative_information_score: 77.7275, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6583, predictive_accuracy: 0.66, prior_entropy: 0.9934, recall: 0.66, relative_absolute_error: 0.6863, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1716, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6916, f_measure: 0.6954, kappa: 0.3844, kb_relative_information_score: 95.9653, mean_absolute_error: 0.304, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6953, predictive_accuracy: 0.696, prior_entropy: 0.9934, recall: 0.696, relative_absolute_error: 0.6136, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5514, root_relative_squared_error: 1.1078, usercpu_time_millis: 0.752, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 0.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7476, f_measure: 0.7484, kappa: 0.4933, kb_relative_information_score: 122.3089, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7494, predictive_accuracy: 0.748, prior_entropy: 0.9934, recall: 0.748, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.502, root_relative_squared_error: 1.0087, usercpu_time_millis: 2.908, usercpu_time_millis_testing: 0.965, usercpu_time_millis_training: 1.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5546, f_measure: 0.5386, kappa: 0.115, kb_relative_information_score: 39.2255, mean_absolute_error: 0.416, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.5878, predictive_accuracy: 0.584, prior_entropy: 0.9934, recall: 0.584, relative_absolute_error: 0.8397, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.645, root_relative_squared_error: 1.2959, usercpu_time_millis: 1.109, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 1.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.8179, kappa: 0.6318, kb_relative_information_score: 158.7845, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8238, predictive_accuracy: 0.82, prior_entropy: 0.9934, recall: 0.82, relative_absolute_error: 0.3633, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4243, root_relative_squared_error: 0.8525, usercpu_time_millis: 2.139, usercpu_time_millis_testing: 0.894, usercpu_time_millis_training: 1.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5237, f_measure: 0.5268, kappa: 0.0486, kb_relative_information_score: 16.9348, mean_absolute_error: 0.46, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.5304, predictive_accuracy: 0.54, prior_entropy: 0.9934, recall: 0.54, relative_absolute_error: 0.9285, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6782, root_relative_squared_error: 1.3628, usercpu_time_millis: 0.171, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6744, f_measure: 0.6727, kappa: 0.345, kb_relative_information_score: 83.8068, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6777, predictive_accuracy: 0.672, prior_entropy: 0.9934, recall: 0.672, relative_absolute_error: 0.6621, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1507, usercpu_time_millis: 1.031, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6249, f_measure: 0.6281, kappa: 0.2497, kb_relative_information_score: 61.5161, mean_absolute_error: 0.372, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6283, predictive_accuracy: 0.628, prior_entropy: 0.9934, recall: 0.628, relative_absolute_error: 0.7509, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6099, root_relative_squared_error: 1.2255, usercpu_time_millis: 3.934, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 3.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6932, f_measure: 0.696, kappa: 0.3863, kb_relative_information_score: 95.9653, mean_absolute_error: 0.304, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.696, predictive_accuracy: 0.696, prior_entropy: 0.9934, recall: 0.696, relative_absolute_error: 0.6136, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5514, root_relative_squared_error: 1.1078, usercpu_time_millis: 1.543, usercpu_time_millis_testing: 0.941, usercpu_time_millis_training: 0.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6447, f_measure: 0.648, kappa: 0.2895, kb_relative_information_score: 71.6483, mean_absolute_error: 0.352, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.648, predictive_accuracy: 0.648, prior_entropy: 0.9934, recall: 0.648, relative_absolute_error: 0.7105, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5933, root_relative_squared_error: 1.1921, usercpu_time_millis: 18.81, usercpu_time_millis_testing: 2.235, usercpu_time_millis_training: 16.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6382, f_measure: 0.6405, kappa: 0.2755, kb_relative_information_score: 67.5954, mean_absolute_error: 0.36, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6413, predictive_accuracy: 0.64, prior_entropy: 0.9934, recall: 0.64, relative_absolute_error: 0.7266, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6, root_relative_squared_error: 1.2056, usercpu_time_millis: 1.645, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 1.538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6916, f_measure: 0.6954, kappa: 0.3844, kb_relative_information_score: 95.9653, mean_absolute_error: 0.304, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6953, predictive_accuracy: 0.696, prior_entropy: 0.9934, recall: 0.696, relative_absolute_error: 0.6136, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5514, root_relative_squared_error: 1.1078, usercpu_time_millis: 0.621, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 0.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6932, f_measure: 0.696, kappa: 0.3863, kb_relative_information_score: 95.9653, mean_absolute_error: 0.304, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.696, predictive_accuracy: 0.696, prior_entropy: 0.9934, recall: 0.696, relative_absolute_error: 0.6136, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5514, root_relative_squared_error: 1.1078, usercpu_time_millis: 1.53, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 1.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6916, f_measure: 0.6954, kappa: 0.3844, kb_relative_information_score: 95.9653, mean_absolute_error: 0.304, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6953, predictive_accuracy: 0.696, prior_entropy: 0.9934, recall: 0.696, relative_absolute_error: 0.6136, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5514, root_relative_squared_error: 1.1078, usercpu_time_millis: 0.858, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 0.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6872, f_measure: 0.6913, kappa: 0.3759, kb_relative_information_score: 93.9389, mean_absolute_error: 0.308, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6911, predictive_accuracy: 0.692, prior_entropy: 0.9934, recall: 0.692, relative_absolute_error: 0.6217, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.555, root_relative_squared_error: 1.1151, usercpu_time_millis: 0.074, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7064, f_measure: 0.7083, kappa: 0.4119, kb_relative_information_score: 102.0446, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7088, predictive_accuracy: 0.708, prior_entropy: 0.9934, recall: 0.708, relative_absolute_error: 0.5894, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5404, root_relative_squared_error: 1.0858, usercpu_time_millis: 0.109, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6689, f_measure: 0.672, kappa: 0.3379, kb_relative_information_score: 83.8068, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.672, predictive_accuracy: 0.672, prior_entropy: 0.9934, recall: 0.672, relative_absolute_error: 0.6621, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1507, usercpu_time_millis: 0.432, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5932, f_measure: 0.5983, kappa: 0.1875, kb_relative_information_score: 47.3312, mean_absolute_error: 0.4, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.5979, predictive_accuracy: 0.6, prior_entropy: 0.9934, recall: 0.6, relative_absolute_error: 0.8074, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6325, root_relative_squared_error: 1.2708, usercpu_time_millis: 0.424, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 0.019,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7912, f_measure: 0.7975, kappa: 0.5906, kb_relative_information_score: 148.6524, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8037, predictive_accuracy: 0.8, prior_entropy: 0.9934, recall: 0.8, relative_absolute_error: 0.4037, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8986, usercpu_time_millis: 3.502, usercpu_time_millis_testing: 1.005, usercpu_time_millis_training: 2.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7622, f_measure: 0.7641, kappa: 0.524, kb_relative_information_score: 130.4146, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7642, predictive_accuracy: 0.764, prior_entropy: 0.9934, recall: 0.764, relative_absolute_error: 0.4764, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4858, root_relative_squared_error: 0.9761, usercpu_time_millis: 3.198, usercpu_time_millis_testing: 1.201, usercpu_time_millis_training: 1.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6689, f_measure: 0.672, kappa: 0.3379, kb_relative_information_score: 83.8068, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.672, predictive_accuracy: 0.672, prior_entropy: 0.9934, recall: 0.672, relative_absolute_error: 0.6621, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1507, usercpu_time_millis: 0.317, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5377, f_measure: 0.5407, kappa: 0.075, kb_relative_information_score: 16.9348, mean_absolute_error: 0.46, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.5418, predictive_accuracy: 0.54, prior_entropy: 0.9934, recall: 0.54, relative_absolute_error: 0.9285, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6782, root_relative_squared_error: 1.3628, usercpu_time_millis: 2.633, usercpu_time_millis_testing: 0.992, usercpu_time_millis_training: 1.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6807, f_measure: 0.6839, kappa: 0.3616, kb_relative_information_score: 89.8861, mean_absolute_error: 0.316, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6838, predictive_accuracy: 0.684, prior_entropy: 0.9934, recall: 0.684, relative_absolute_error: 0.6378, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5621, root_relative_squared_error: 1.1295, usercpu_time_millis: 0.659, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 0.473,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6856, f_measure: 0.6905, kappa: 0.3739, kb_relative_information_score: 93.9389, mean_absolute_error: 0.308, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6908, predictive_accuracy: 0.692, prior_entropy: 0.9934, recall: 0.692, relative_absolute_error: 0.6217, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.555, root_relative_squared_error: 1.1151, usercpu_time_millis: 1.261, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 1.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.388, kb_relative_information_score: 20.9877, mean_absolute_error: 0.452, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.3003, predictive_accuracy: 0.548, prior_entropy: 0.9934, recall: 0.548, relative_absolute_error: 0.9123, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6723, root_relative_squared_error: 1.3509, usercpu_time_millis: 0.928, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.7983, kappa: 0.5919, kb_relative_information_score: 148.6524, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8017, predictive_accuracy: 0.8, prior_entropy: 0.9934, recall: 0.8, relative_absolute_error: 0.4037, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8986, usercpu_time_millis: 1.836, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 1.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5203, f_measure: 0.5257, kappa: 0.0412, kb_relative_information_score: 12.882, mean_absolute_error: 0.468, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.5255, predictive_accuracy: 0.532, prior_entropy: 0.9934, recall: 0.532, relative_absolute_error: 0.9446, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6841, root_relative_squared_error: 1.3746, usercpu_time_millis: 0.304, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, f_measure: 0.7875, kappa: 0.5704, kb_relative_information_score: 142.5731, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7876, predictive_accuracy: 0.788, prior_entropy: 0.9934, recall: 0.788, relative_absolute_error: 0.4279, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.9251, usercpu_time_millis: 13.734, usercpu_time_millis_testing: 1.105, usercpu_time_millis_training: 12.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.8082, kappa: 0.6136, kb_relative_information_score: 152.7052, mean_absolute_error: 0.192, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8089, predictive_accuracy: 0.808, prior_entropy: 0.9934, recall: 0.808, relative_absolute_error: 0.3875, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.8804, usercpu_time_millis: 1.357, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 1.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8086, f_measure: 0.8163, kappa: 0.6295, kb_relative_information_score: 158.7845, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8302, predictive_accuracy: 0.82, prior_entropy: 0.9934, recall: 0.82, relative_absolute_error: 0.3633, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4243, root_relative_squared_error: 0.8525, usercpu_time_millis: 3.043, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 2.687,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8425, f_measure: 0.7838, kappa: 0.5633, kb_relative_information_score: 126.558, mean_absolute_error: 0.2542, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7837, predictive_accuracy: 0.784, prior_entropy: 0.9934, recall: 0.784, relative_absolute_error: 0.513, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3885, root_relative_squared_error: 0.7806, scimark_benchmark: 906.0979,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8644, f_measure: 0.7994, kappa: 0.5944, kb_relative_information_score: 140.5092, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 0.9934, recall: 0.8, relative_absolute_error: 0.4507, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3878, root_relative_squared_error: 0.7793, scimark_benchmark: 851.2074, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.768, kappa: 0.5317, kb_relative_information_score: 135.1002, mean_absolute_error: 0.2302, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.768, predictive_accuracy: 0.768, prior_entropy: 0.9934, recall: 0.768, relative_absolute_error: 0.4646, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3744, root_relative_squared_error: 0.7522, scimark_benchmark: 941.6675, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8428, kappa: 0.6819, kb_relative_information_score: 130.3924, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8463, predictive_accuracy: 0.844, prior_entropy: 0.9934, recall: 0.844, relative_absolute_error: 0.5141, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6819, scimark_benchmark: 934.695,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.7914, kappa: 0.5782, kb_relative_information_score: 75.4184, mean_absolute_error: 0.3692, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7917, predictive_accuracy: 0.792, prior_entropy: 0.9934, recall: 0.792, relative_absolute_error: 0.7452, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.7948, scimark_benchmark: 947.1781, usercpu_time_millis: 120, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8425, f_measure: 0.7838, kappa: 0.5633, kb_relative_information_score: 126.558, mean_absolute_error: 0.2542, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7837, predictive_accuracy: 0.784, prior_entropy: 0.9934, recall: 0.784, relative_absolute_error: 0.513, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3885, root_relative_squared_error: 0.7806, scimark_benchmark: 819.5729, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8403, f_measure: 0.7989, kappa: 0.5931, kb_relative_information_score: 118.1401, mean_absolute_error: 0.2755, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8004, predictive_accuracy: 0.8, prior_entropy: 0.9934, recall: 0.8, relative_absolute_error: 0.5561, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3868, root_relative_squared_error: 0.7772, scimark_benchmark: 901.6243, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8644, f_measure: 0.7994, kappa: 0.5944, kb_relative_information_score: 140.5092, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 0.9934, recall: 0.8, relative_absolute_error: 0.4507, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3878, root_relative_squared_error: 0.7793, scimark_benchmark: 819.5729, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6797, f_measure: 0.6853, kappa: 0.3633, kb_relative_information_score: 91.9125, mean_absolute_error: 0.312, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.687, predictive_accuracy: 0.688, prior_entropy: 0.9934, recall: 0.688, relative_absolute_error: 0.6298, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5586, root_relative_squared_error: 1.1223, scimark_benchmark: 930.404, usercpu_time_millis: 100, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6797, f_measure: 0.6853, kappa: 0.3633, kb_relative_information_score: 91.9125, mean_absolute_error: 0.312, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.687, predictive_accuracy: 0.688, prior_entropy: 0.9934, recall: 0.688, relative_absolute_error: 0.6298, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5586, root_relative_squared_error: 1.1223, scimark_benchmark: 919.3788, usercpu_time_millis: 220, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.768, kappa: 0.5317, kb_relative_information_score: 135.1002, mean_absolute_error: 0.2302, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.768, predictive_accuracy: 0.768, prior_entropy: 0.9934, recall: 0.768, relative_absolute_error: 0.4646, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3744, root_relative_squared_error: 0.7522, scimark_benchmark: 903.2737, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.768, kappa: 0.5317, kb_relative_information_score: 135.1002, mean_absolute_error: 0.2302, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.768, predictive_accuracy: 0.768, prior_entropy: 0.9934, recall: 0.768, relative_absolute_error: 0.4646, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3744, root_relative_squared_error: 0.7522, scimark_benchmark: 933.3455, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8428, kappa: 0.6819, kb_relative_information_score: 130.3924, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8463, predictive_accuracy: 0.844, prior_entropy: 0.9934, recall: 0.844, relative_absolute_error: 0.5141, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6819, scimark_benchmark: 933.3455, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7458, f_measure: 0.6752, kappa: 0.3434, kb_relative_information_score: 70.2509, mean_absolute_error: 0.3632, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.675, predictive_accuracy: 0.676, prior_entropy: 0.9934, recall: 0.676, relative_absolute_error: 0.7331, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4654, root_relative_squared_error: 0.935, scimark_benchmark: 763.3895, usercpu_time_millis: 230, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.768, kappa: 0.5317, kb_relative_information_score: 135.1002, mean_absolute_error: 0.2302, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.768, predictive_accuracy: 0.768, prior_entropy: 0.9934, recall: 0.768, relative_absolute_error: 0.4646, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3744, root_relative_squared_error: 0.7522, scimark_benchmark: 945.6228, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8468, f_measure: 0.7914, kappa: 0.5782, kb_relative_information_score: 133.3633, mean_absolute_error: 0.2365, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7917, predictive_accuracy: 0.792, prior_entropy: 0.9934, recall: 0.792, relative_absolute_error: 0.4774, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4076, root_relative_squared_error: 0.819, scimark_benchmark: 941.3057, usercpu_time_millis: 380, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.7914, kappa: 0.5782, kb_relative_information_score: 75.4184, mean_absolute_error: 0.3692, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7917, predictive_accuracy: 0.792, prior_entropy: 0.9934, recall: 0.792, relative_absolute_error: 0.7452, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.7948, scimark_benchmark: 936.3213, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.8241, kappa: 0.6453, kb_relative_information_score: 79.2262, mean_absolute_error: 0.3617, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8244, predictive_accuracy: 0.824, prior_entropy: 0.9934, recall: 0.824, relative_absolute_error: 0.73, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3919, root_relative_squared_error: 0.7874, scimark_benchmark: 931.7096, usercpu_time_millis: 7520, usercpu_time_millis_testing: 3260, usercpu_time_millis_training: 4260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.887, f_measure: 0.8361, kappa: 0.6692, kb_relative_information_score: 80.7283, mean_absolute_error: 0.3587, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8361, predictive_accuracy: 0.836, prior_entropy: 0.9934, recall: 0.836, relative_absolute_error: 0.724, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3915, root_relative_squared_error: 0.7865, scimark_benchmark: 938.988, usercpu_time_millis: 3580, usercpu_time_millis_testing: 1570, usercpu_time_millis_training: 2010,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.7998, kappa: 0.5957, kb_relative_information_score: 78.0168, mean_absolute_error: 0.3619, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 0.9934, recall: 0.8, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3989, root_relative_squared_error: 0.8015, scimark_benchmark: 939.3535, usercpu_time_millis: 1760, usercpu_time_millis_testing: 680, usercpu_time_millis_training: 1080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8248, f_measure: 0.7644, kappa: 0.5254, kb_relative_information_score: 73.0119, mean_absolute_error: 0.3675, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7653, predictive_accuracy: 0.764, prior_entropy: 0.9934, recall: 0.764, relative_absolute_error: 0.7417, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4161, root_relative_squared_error: 0.8361, scimark_benchmark: 939.5607, usercpu_time_millis: 710, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 530,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8372, f_measure: 0.7625, kappa: 0.5195, kb_relative_information_score: 81.3934, mean_absolute_error: 0.3512, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7641, predictive_accuracy: 0.764, prior_entropy: 0.9934, recall: 0.764, relative_absolute_error: 0.7089, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4068, root_relative_squared_error: 0.8174, scimark_benchmark: 936.7184, usercpu_time_millis: 370, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.8283, kappa: 0.6541, kb_relative_information_score: 153.4969, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8292, predictive_accuracy: 0.828, prior_entropy: 0.9934, recall: 0.828, relative_absolute_error: 0.3893, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3903, root_relative_squared_error: 0.7841, scimark_benchmark: 926.5859, usercpu_time_millis: 630, usercpu_time_millis_training: 630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.8242, kappa: 0.6458, kb_relative_information_score: 151.475, mean_absolute_error: 0.1971, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8249, predictive_accuracy: 0.824, prior_entropy: 0.9934, recall: 0.824, relative_absolute_error: 0.3978, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3909, root_relative_squared_error: 0.7855, scimark_benchmark: 929.0296, usercpu_time_millis: 370, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8072, kappa: 0.61, kb_relative_information_score: 147.2622, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8081, predictive_accuracy: 0.808, prior_entropy: 0.9934, recall: 0.808, relative_absolute_error: 0.4173, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3863, root_relative_squared_error: 0.7763, scimark_benchmark: 894.7131, usercpu_time_millis: 180, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, f_measure: 0.8472, kappa: 0.6908, kb_relative_information_score: 143.379, mean_absolute_error: 0.2206, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8491, predictive_accuracy: 0.848, prior_entropy: 0.9934, recall: 0.848, relative_absolute_error: 0.4453, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3782, root_relative_squared_error: 0.7599, scimark_benchmark: 926.5859, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, f_measure: 0.7955, kappa: 0.5866, kb_relative_information_score: 127.0938, mean_absolute_error: 0.253, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7957, predictive_accuracy: 0.796, prior_entropy: 0.9934, recall: 0.796, relative_absolute_error: 0.5107, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3878, root_relative_squared_error: 0.7792, scimark_benchmark: 929.0296, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.483, f_measure: 0.388, kb_relative_information_score: -0.0676, mean_absolute_error: 0.4955, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.3003, predictive_accuracy: 0.548, prior_entropy: 0.9934, recall: 0.548, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4978, root_relative_squared_error: 1.0002, scimark_benchmark: 936.1714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.843, kappa: 0.6824, kb_relative_information_score: 166.9795, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8454, predictive_accuracy: 0.844, prior_entropy: 0.9934, recall: 0.844, relative_absolute_error: 0.333, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3827, root_relative_squared_error: 0.769, scimark_benchmark: 936.1714, usercpu_time_millis: 720, usercpu_time_millis_training: 720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.8155, kappa: 0.6268, kb_relative_information_score: 155.0326, mean_absolute_error: 0.1882, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8159, predictive_accuracy: 0.816, prior_entropy: 0.9934, recall: 0.816, relative_absolute_error: 0.3799, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4018, root_relative_squared_error: 0.8072, scimark_benchmark: 936.1714, usercpu_time_millis: 360, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.8198, kappa: 0.6358, kb_relative_information_score: 151.3852, mean_absolute_error: 0.1976, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8198, predictive_accuracy: 0.82, prior_entropy: 0.9934, recall: 0.82, relative_absolute_error: 0.3988, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4056, root_relative_squared_error: 0.815, scimark_benchmark: 940.0055, usercpu_time_millis: 190, usercpu_time_millis_training: 190,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs