OpenML
Supervised Classification on musk

Supervised Classification on musk

Task 3950 Supervised Classification musk 66544 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_1 study_15 study_20 under100k
Issue #Downvotes for this reason By


Metric:

66544 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1229.3227, usercpu_time_millis: 272.161, usercpu_time_millis_testing: 0.811, usercpu_time_millis_training: 271.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9572, kappa: 0.8312, kb_relative_information_score: 4868.0689, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9576, predictive_accuracy: 0.9585, prior_entropy: 0.6204, recall: 0.9585, relative_absolute_error: 0.2429, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.177, root_relative_squared_error: 0.4903, scimark_benchmark: 1270.3498, usercpu_time_millis: 568.801, usercpu_time_millis_testing: 5.428, usercpu_time_millis_training: 563.373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9621, kappa: 0.8521, kb_relative_information_score: 5214.1774, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9621, predictive_accuracy: 0.9629, prior_entropy: 0.6204, recall: 0.9629, relative_absolute_error: 0.202, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.4551, scimark_benchmark: 1222.6319, usercpu_time_millis: 952.693, usercpu_time_millis_testing: 10.199, usercpu_time_millis_training: 942.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9901, kappa: 0.9622, kb_relative_information_score: 6175.2188, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9901, predictive_accuracy: 0.9901, prior_entropy: 0.6204, recall: 0.9901, relative_absolute_error: 0.064, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.2443, scimark_benchmark: 1278.389, usercpu_time_millis: 307.805, usercpu_time_millis_testing: 2.319, usercpu_time_millis_training: 305.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.9196, kappa: 0.6735, kb_relative_information_score: 3503.7979, mean_absolute_error: 0.1147, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.922, predictive_accuracy: 0.9251, prior_entropy: 0.6204, recall: 0.9251, relative_absolute_error: 0.4396, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.6787, scimark_benchmark: 1237.7449, usercpu_time_millis: 619.554, usercpu_time_millis_testing: 6.283, usercpu_time_millis_training: 613.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1273.486, usercpu_time_millis: 225.264, usercpu_time_millis_testing: 0.735, usercpu_time_millis_training: 224.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1234.9512, usercpu_time_millis: 266.859, usercpu_time_millis_testing: 0.788, usercpu_time_millis_training: 266.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6575.0827, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0166, root_relative_squared_error: 0.046, scimark_benchmark: 1294.8869, usercpu_time_millis: 215.167, usercpu_time_millis_testing: 1.399, usercpu_time_millis_training: 213.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9649, kappa: 0.8635, kb_relative_information_score: 5169.2272, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9648, predictive_accuracy: 0.9654, prior_entropy: 0.6204, recall: 0.9654, relative_absolute_error: 0.2135, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.167, root_relative_squared_error: 0.4626, scimark_benchmark: 1242.592, usercpu_time_millis: 860.593, usercpu_time_millis_testing: 9.995, usercpu_time_millis_training: 850.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6580.981, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0161, root_relative_squared_error: 0.0445, scimark_benchmark: 1289.2794, usercpu_time_millis: 237.028, usercpu_time_millis_testing: 0.741, usercpu_time_millis_training: 236.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9722, kappa: 0.8922, kb_relative_information_score: 5355.5254, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9722, predictive_accuracy: 0.9726, prior_entropy: 0.6204, recall: 0.9726, relative_absolute_error: 0.1806, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.145, root_relative_squared_error: 0.4015, scimark_benchmark: 1238.0177, usercpu_time_millis: 380.818, usercpu_time_millis_testing: 2.548, usercpu_time_millis_training: 378.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9649, kappa: 0.8635, kb_relative_information_score: 5172.1746, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9648, predictive_accuracy: 0.9654, prior_entropy: 0.6204, recall: 0.9654, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.462, scimark_benchmark: 1285.5204, usercpu_time_millis: 674.11, usercpu_time_millis_testing: 7.954, usercpu_time_millis_training: 666.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6575.357, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0037, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0168, root_relative_squared_error: 0.0467, scimark_benchmark: 1284.1159, usercpu_time_millis: 203.817, usercpu_time_millis_testing: 1.305, usercpu_time_millis_training: 202.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9651, kappa: 0.8644, kb_relative_information_score: 5193.0479, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.965, predictive_accuracy: 0.9656, prior_entropy: 0.6204, recall: 0.9656, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.4588, scimark_benchmark: 1231.5494, usercpu_time_millis: 740.566, usercpu_time_millis_testing: 7.111, usercpu_time_millis_training: 733.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.9192, kappa: 0.672, kb_relative_information_score: 3496.54, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9215, predictive_accuracy: 0.9247, prior_entropy: 0.6204, recall: 0.9247, relative_absolute_error: 0.4412, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.245, root_relative_squared_error: 0.6786, scimark_benchmark: 1269.5394, usercpu_time_millis: 565.317, usercpu_time_millis_testing: 5.959, usercpu_time_millis_training: 559.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6547.0572, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0197, root_relative_squared_error: 0.0545, scimark_benchmark: 1230.5383, usercpu_time_millis: 484.456, usercpu_time_millis_testing: 3.706, usercpu_time_millis_training: 480.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9888, kappa: 0.9569, kb_relative_information_score: 6171.7936, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9888, predictive_accuracy: 0.9888, prior_entropy: 0.6204, recall: 0.9888, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0892, root_relative_squared_error: 0.2472, scimark_benchmark: 1260.089, usercpu_time_millis: 333.639, usercpu_time_millis_testing: 2.831, usercpu_time_millis_training: 330.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9765, kappa: 0.9086, kb_relative_information_score: 5728.8331, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9765, predictive_accuracy: 0.9768, prior_entropy: 0.6204, recall: 0.9768, relative_absolute_error: 0.1269, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.3631, scimark_benchmark: 1285.6436, usercpu_time_millis: 554.024, usercpu_time_millis_testing: 4.453, usercpu_time_millis_training: 549.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9648, kappa: 0.863, kb_relative_information_score: 5188.3809, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9647, predictive_accuracy: 0.9653, prior_entropy: 0.6204, recall: 0.9653, relative_absolute_error: 0.2115, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4591, scimark_benchmark: 1280.5394, usercpu_time_millis: 632.485, usercpu_time_millis_testing: 6.543, usercpu_time_millis_training: 625.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9988, kappa: 0.9954, kb_relative_information_score: 6538.3705, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 0.6204, recall: 0.9988, relative_absolute_error: 0.0092, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.034, root_relative_squared_error: 0.0942, scimark_benchmark: 1278.4042, usercpu_time_millis: 226.549, usercpu_time_millis_testing: 1.029, usercpu_time_millis_training: 225.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9633, kappa: 0.8572, kb_relative_information_score: 5149.5508, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9631, predictive_accuracy: 0.9638, prior_entropy: 0.6204, recall: 0.9638, relative_absolute_error: 0.2146, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.4649, scimark_benchmark: 1297.1445, usercpu_time_millis: 614.901, usercpu_time_millis_testing: 6.699, usercpu_time_millis_training: 608.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1230.7023, usercpu_time_millis: 291.292, usercpu_time_millis_testing: 0.825, usercpu_time_millis_training: 290.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9652, kappa: 0.8647, kb_relative_information_score: 5186.0704, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.965, predictive_accuracy: 0.9656, prior_entropy: 0.6204, recall: 0.9656, relative_absolute_error: 0.2135, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.455, scimark_benchmark: 1252.0888, usercpu_time_millis: 644.955, usercpu_time_millis_testing: 5.745, usercpu_time_millis_training: 639.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 6493.4259, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.0166, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0307, root_relative_squared_error: 0.0851, scimark_benchmark: 1232.3755, usercpu_time_millis: 452.594, usercpu_time_millis_testing: 3.192, usercpu_time_millis_training: 449.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9584, kappa: 0.8372, kb_relative_information_score: 5033.193, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9583, predictive_accuracy: 0.9592, prior_entropy: 0.6204, recall: 0.9592, relative_absolute_error: 0.224, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.4836, scimark_benchmark: 1277.513, usercpu_time_millis: 598.046, usercpu_time_millis_testing: 5.944, usercpu_time_millis_training: 592.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.9425, kappa: 0.7694, kb_relative_information_score: 4427.5064, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9443, predictive_accuracy: 0.9454, prior_entropy: 0.6204, recall: 0.9454, relative_absolute_error: 0.321, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.5586, scimark_benchmark: 1274.6539, usercpu_time_millis: 521.783, usercpu_time_millis_testing: 3.996, usercpu_time_millis_training: 517.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.9367, kappa: 0.7517, kb_relative_information_score: 4150.4504, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9362, predictive_accuracy: 0.9382, prior_entropy: 0.6204, recall: 0.9382, relative_absolute_error: 0.3303, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.5992, scimark_benchmark: 1280.4907, usercpu_time_millis: 652.467, usercpu_time_millis_testing: 7.046, usercpu_time_millis_training: 645.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9986, kappa: 0.9948, kb_relative_information_score: 6502.3085, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 0.6204, recall: 0.9986, relative_absolute_error: 0.0136, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0371, root_relative_squared_error: 0.1026, scimark_benchmark: 1253.6623, usercpu_time_millis: 247.894, usercpu_time_millis_testing: 1.685, usercpu_time_millis_training: 246.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1289.7655, usercpu_time_millis: 260.21, usercpu_time_millis_testing: 0.753, usercpu_time_millis_training: 259.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9976, kappa: 0.9907, kb_relative_information_score: 6474.1646, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9976, predictive_accuracy: 0.9976, prior_entropy: 0.6204, recall: 0.9976, relative_absolute_error: 0.0182, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0472, root_relative_squared_error: 0.1307, scimark_benchmark: 1290.6421, usercpu_time_millis: 268.145, usercpu_time_millis_testing: 1.46, usercpu_time_millis_training: 266.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9702, kappa: 0.884, kb_relative_information_score: 5460.1874, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9703, predictive_accuracy: 0.9707, prior_entropy: 0.6204, recall: 0.9707, relative_absolute_error: 0.1668, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.148, root_relative_squared_error: 0.4098, scimark_benchmark: 1271.3154, usercpu_time_millis: 700.159, usercpu_time_millis_testing: 7.028, usercpu_time_millis_training: 693.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1252.3105, usercpu_time_millis: 272.428, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 271.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1256.8393, usercpu_time_millis: 275.957, usercpu_time_millis_testing: 0.806, usercpu_time_millis_training: 275.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9653, kappa: 0.8651, kb_relative_information_score: 5197.2969, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9652, predictive_accuracy: 0.9657, prior_entropy: 0.6204, recall: 0.9657, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.165, root_relative_squared_error: 0.457, scimark_benchmark: 1235.6505, usercpu_time_millis: 636.148, usercpu_time_millis_testing: 5.509, usercpu_time_millis_training: 630.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1234.0918, usercpu_time_millis: 243.628, usercpu_time_millis_testing: 0.736, usercpu_time_millis_training: 242.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9238, kappa: 0.6901, kb_relative_information_score: 3699.9523, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9271, predictive_accuracy: 0.9292, prior_entropy: 0.6204, recall: 0.9292, relative_absolute_error: 0.4188, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.6493, scimark_benchmark: 1281.0882, usercpu_time_millis: 634.492, usercpu_time_millis_testing: 6, usercpu_time_millis_training: 628.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.9194, kappa: 0.6728, kb_relative_information_score: 3495.4966, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9216, predictive_accuracy: 0.9248, prior_entropy: 0.6204, recall: 0.9248, relative_absolute_error: 0.4413, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.6787, scimark_benchmark: 1258.9067, usercpu_time_millis: 569.89, usercpu_time_millis_testing: 5.175, usercpu_time_millis_training: 564.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9897, kappa: 0.9603, kb_relative_information_score: 6134.9522, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 0.6204, recall: 0.9897, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.2474, scimark_benchmark: 1286.7636, usercpu_time_millis: 301.343, usercpu_time_millis_testing: 2.488, usercpu_time_millis_training: 298.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1236.0924, usercpu_time_millis: 229.308, usercpu_time_millis_testing: 0.706, usercpu_time_millis_training: 228.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.995, kappa: 0.9808, kb_relative_information_score: 6391.919, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.6204, recall: 0.995, relative_absolute_error: 0.0316, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0571, root_relative_squared_error: 0.1581, scimark_benchmark: 1273.2639, usercpu_time_millis: 478.275, usercpu_time_millis_testing: 3.35, usercpu_time_millis_training: 474.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1289.7846, usercpu_time_millis: 249.943, usercpu_time_millis_testing: 0.803, usercpu_time_millis_training: 249.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9488, kappa: 0.8, kb_relative_information_score: 4703.1132, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9485, predictive_accuracy: 0.9498, prior_entropy: 0.6204, recall: 0.9498, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.5408, scimark_benchmark: 1293.657, usercpu_time_millis: 607.947, usercpu_time_millis_testing: 6.721, usercpu_time_millis_training: 601.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9475, kappa: 0.7945, kb_relative_information_score: 4698.5567, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9472, predictive_accuracy: 0.9486, prior_entropy: 0.6204, recall: 0.9486, relative_absolute_error: 0.2729, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.5413, scimark_benchmark: 1250.29, usercpu_time_millis: 541.508, usercpu_time_millis_testing: 5.936, usercpu_time_millis_training: 535.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1249.0462, usercpu_time_millis: 238.435, usercpu_time_millis_testing: 0.739, usercpu_time_millis_training: 237.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6560.8895, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0063, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0143, root_relative_squared_error: 0.0397, scimark_benchmark: 1255.9193, usercpu_time_millis: 395.885, usercpu_time_millis_testing: 3.256, usercpu_time_millis_training: 392.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9624, kappa: 0.8527, kb_relative_information_score: 5169.0529, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9625, predictive_accuracy: 0.9632, prior_entropy: 0.6204, recall: 0.9632, relative_absolute_error: 0.2095, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.4698, scimark_benchmark: 1242.1191, usercpu_time_millis: 556.358, usercpu_time_millis_testing: 5.228, usercpu_time_millis_training: 551.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6536.6641, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0237, root_relative_squared_error: 0.0656, scimark_benchmark: 1251.9893, usercpu_time_millis: 387.37, usercpu_time_millis_testing: 2.687, usercpu_time_millis_training: 384.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9924, kappa: 0.9708, kb_relative_information_score: 6241.2246, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9924, predictive_accuracy: 0.9924, prior_entropy: 0.6204, recall: 0.9924, relative_absolute_error: 0.0542, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0788, root_relative_squared_error: 0.2182, scimark_benchmark: 1294.2651, usercpu_time_millis: 335.187, usercpu_time_millis_testing: 2.534, usercpu_time_millis_training: 332.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9399, kappa: 0.7666, kb_relative_information_score: 4337.8699, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9395, predictive_accuracy: 0.9407, prior_entropy: 0.6204, recall: 0.9407, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.582, scimark_benchmark: 1288.0036, usercpu_time_millis: 675.193, usercpu_time_millis_testing: 7.204, usercpu_time_millis_training: 667.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.9194, kappa: 0.6725, kb_relative_information_score: 3497.2262, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9217, predictive_accuracy: 0.9248, prior_entropy: 0.6204, recall: 0.9248, relative_absolute_error: 0.4413, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.245, root_relative_squared_error: 0.6784, scimark_benchmark: 1299.1024, usercpu_time_millis: 613.091, usercpu_time_millis_testing: 6.217, usercpu_time_millis_training: 606.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6580.5642, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0163, root_relative_squared_error: 0.0453, scimark_benchmark: 1258.3412, usercpu_time_millis: 242.441, usercpu_time_millis_testing: 0.738, usercpu_time_millis_training: 241.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9988, kappa: 0.9954, kb_relative_information_score: 6539.9307, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 0.6204, recall: 0.9988, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0335, root_relative_squared_error: 0.0927, scimark_benchmark: 1241.6684, usercpu_time_millis: 268.114, usercpu_time_millis_testing: 1.128, usercpu_time_millis_training: 266.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.9198, kappa: 0.6743, kb_relative_information_score: 3496.3894, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9222, predictive_accuracy: 0.9253, prior_entropy: 0.6204, recall: 0.9253, relative_absolute_error: 0.4418, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.6782, scimark_benchmark: 1295.3208, usercpu_time_millis: 532.516, usercpu_time_millis_testing: 6.765, usercpu_time_millis_training: 525.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6580.4777, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0164, root_relative_squared_error: 0.0454, scimark_benchmark: 1290.7936, usercpu_time_millis: 234.247, usercpu_time_millis_testing: 0.731, usercpu_time_millis_training: 233.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1297.1472, usercpu_time_millis: 240.996, usercpu_time_millis_testing: 0.754, usercpu_time_millis_training: 240.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9941, kappa: 0.9773, kb_relative_information_score: 6302.5508, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.6204, recall: 0.9941, relative_absolute_error: 0.046, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.1999, scimark_benchmark: 1289.6832, usercpu_time_millis: 275.391, usercpu_time_millis_testing: 2.293, usercpu_time_millis_training: 273.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9874, kappa: 0.9515, kb_relative_information_score: 6050.9779, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9874, predictive_accuracy: 0.9874, prior_entropy: 0.6204, recall: 0.9874, relative_absolute_error: 0.0807, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.2681, scimark_benchmark: 1245.0725, usercpu_time_millis: 337.12, usercpu_time_millis_testing: 2.773, usercpu_time_millis_training: 334.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9801, kappa: 0.9227, kb_relative_information_score: 5915.1953, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9801, predictive_accuracy: 0.9803, prior_entropy: 0.6204, recall: 0.9803, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.3227, scimark_benchmark: 1285.1406, usercpu_time_millis: 415.596, usercpu_time_millis_testing: 3.001, usercpu_time_millis_training: 412.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9391, kappa: 0.7553, kb_relative_information_score: 4356.4748, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9411, predictive_accuracy: 0.9424, prior_entropy: 0.6204, recall: 0.9424, relative_absolute_error: 0.33, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.5676, scimark_benchmark: 1281.5347, usercpu_time_millis: 498.996, usercpu_time_millis_testing: 4.515, usercpu_time_millis_training: 494.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9787, kappa: 0.9173, kb_relative_information_score: 5868.3934, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9787, predictive_accuracy: 0.9789, prior_entropy: 0.6204, recall: 0.9789, relative_absolute_error: 0.107, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1196, root_relative_squared_error: 0.3312, scimark_benchmark: 1304.1402, usercpu_time_millis: 512.307, usercpu_time_millis_testing: 3.926, usercpu_time_millis_training: 508.381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1298.8114, usercpu_time_millis: 214.514, usercpu_time_millis_testing: 0.673, usercpu_time_millis_training: 213.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9994, kb_relative_information_score: 6569.861, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.6204, recall: 0.9998, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0342, scimark_benchmark: 1244.8741, usercpu_time_millis: 355.832, usercpu_time_millis_testing: 2.414, usercpu_time_millis_training: 353.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9811, kappa: 0.9274, kb_relative_information_score: 5749.6377, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9811, predictive_accuracy: 0.9812, prior_entropy: 0.6204, recall: 0.9812, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.333, scimark_benchmark: 1245.9369, usercpu_time_millis: 349.996, usercpu_time_millis_testing: 2.558, usercpu_time_millis_training: 347.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9994, kb_relative_information_score: 6569.8595, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.6204, recall: 0.9998, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0342, scimark_benchmark: 1247.9812, usercpu_time_millis: 360.333, usercpu_time_millis_testing: 2.435, usercpu_time_millis_training: 357.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9944, kappa: 0.9785, kb_relative_information_score: 6316.3942, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 0.6204, recall: 0.9944, relative_absolute_error: 0.044, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.1956, scimark_benchmark: 1246.6086, usercpu_time_millis: 316.254, usercpu_time_millis_testing: 1.917, usercpu_time_millis_training: 314.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1305.2022, usercpu_time_millis: 238.801, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 238.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9974, kappa: 0.9901, kb_relative_information_score: 6471.0365, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.6204, recall: 0.9974, relative_absolute_error: 0.0186, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0478, root_relative_squared_error: 0.1323, scimark_benchmark: 1284.2672, usercpu_time_millis: 251.709, usercpu_time_millis_testing: 1.28, usercpu_time_millis_training: 250.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9702, kappa: 0.8843, kb_relative_information_score: 5280.0406, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9702, predictive_accuracy: 0.9706, prior_entropy: 0.6204, recall: 0.9706, relative_absolute_error: 0.191, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1496, root_relative_squared_error: 0.4144, scimark_benchmark: 1297.7037, usercpu_time_millis: 321.035, usercpu_time_millis_testing: 2.378, usercpu_time_millis_training: 318.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.9188, kappa: 0.6703, kb_relative_information_score: 3507.8556, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9211, predictive_accuracy: 0.9244, prior_entropy: 0.6204, recall: 0.9244, relative_absolute_error: 0.44, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.245, root_relative_squared_error: 0.6784, scimark_benchmark: 1290.2207, usercpu_time_millis: 469.232, usercpu_time_millis_testing: 4.307, usercpu_time_millis_training: 464.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.9332, kappa: 0.7323, kb_relative_information_score: 4101.204, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9344, predictive_accuracy: 0.9366, prior_entropy: 0.6204, recall: 0.9366, relative_absolute_error: 0.3549, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.5919, scimark_benchmark: 1234.6835, usercpu_time_millis: 479.91, usercpu_time_millis_testing: 3.036, usercpu_time_millis_training: 476.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9988, kappa: 0.9954, kb_relative_information_score: 6485.8332, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 0.6204, recall: 0.9988, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0335, root_relative_squared_error: 0.0928, scimark_benchmark: 1247.2012, usercpu_time_millis: 491.719, usercpu_time_millis_testing: 3.266, usercpu_time_millis_training: 488.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9842, kappa: 0.9394, kb_relative_information_score: 6013.215, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9842, predictive_accuracy: 0.9842, prior_entropy: 0.6204, recall: 0.9842, relative_absolute_error: 0.0892, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1062, root_relative_squared_error: 0.2942, scimark_benchmark: 1244.4301, usercpu_time_millis: 354.154, usercpu_time_millis_testing: 3.043, usercpu_time_millis_training: 351.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9988, kappa: 0.9954, kb_relative_information_score: 6543.9811, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 0.6204, recall: 0.9988, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0319, root_relative_squared_error: 0.0884, scimark_benchmark: 1291.1124, usercpu_time_millis: 218.351, usercpu_time_millis_testing: 0.958, usercpu_time_millis_training: 217.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9536, kappa: 0.8168, kb_relative_information_score: 4664.8355, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9539, predictive_accuracy: 0.955, prior_entropy: 0.6204, recall: 0.955, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.5135, scimark_benchmark: 1244.2955, usercpu_time_millis: 415.911, usercpu_time_millis_testing: 2.907, usercpu_time_millis_training: 413.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.9337, kappa: 0.7343, kb_relative_information_score: 4158.3753, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9347, predictive_accuracy: 0.937, prior_entropy: 0.6204, recall: 0.937, relative_absolute_error: 0.3475, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.5854, scimark_benchmark: 1296.8976, usercpu_time_millis: 427.651, usercpu_time_millis_testing: 2.906, usercpu_time_millis_training: 424.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6580.7087, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0163, root_relative_squared_error: 0.0451, scimark_benchmark: 1240.1573, usercpu_time_millis: 289.141, usercpu_time_millis_testing: 0.875, usercpu_time_millis_training: 288.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9919, kb_relative_information_score: 6491.0537, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.6204, recall: 0.9979, relative_absolute_error: 0.0157, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0398, root_relative_squared_error: 0.1103, scimark_benchmark: 1289.9297, usercpu_time_millis: 357.614, usercpu_time_millis_testing: 2.745, usercpu_time_millis_training: 354.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9633, kappa: 0.8571, kb_relative_information_score: 5149.0904, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9631, predictive_accuracy: 0.9638, prior_entropy: 0.6204, recall: 0.9638, relative_absolute_error: 0.2148, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.168, root_relative_squared_error: 0.4652, scimark_benchmark: 1295.537, usercpu_time_millis: 648.999, usercpu_time_millis_testing: 7.182, usercpu_time_millis_training: 641.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6580.2843, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0164, root_relative_squared_error: 0.0455, scimark_benchmark: 1296.4696, usercpu_time_millis: 207.794, usercpu_time_millis_testing: 0.709, usercpu_time_millis_training: 207.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9976, kappa: 0.9907, kb_relative_information_score: 6476.1375, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9976, predictive_accuracy: 0.9976, prior_entropy: 0.6204, recall: 0.9976, relative_absolute_error: 0.0179, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0469, root_relative_squared_error: 0.1298, scimark_benchmark: 1294.6766, usercpu_time_millis: 217.835, usercpu_time_millis_testing: 1.207, usercpu_time_millis_training: 216.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.9192, kappa: 0.672, kb_relative_information_score: 3496.3339, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9215, predictive_accuracy: 0.9247, prior_entropy: 0.6204, recall: 0.9247, relative_absolute_error: 0.441, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.6788, scimark_benchmark: 1245.6043, usercpu_time_millis: 573.737, usercpu_time_millis_testing: 5.186, usercpu_time_millis_training: 568.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1245.1102, usercpu_time_millis: 221.746, usercpu_time_millis_testing: 0.679, usercpu_time_millis_training: 221.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.952, kappa: 0.812, kb_relative_information_score: 4842.0226, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9518, predictive_accuracy: 0.953, prior_entropy: 0.6204, recall: 0.953, relative_absolute_error: 0.2527, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.5155, scimark_benchmark: 1310.2983, usercpu_time_millis: 655.867, usercpu_time_millis_testing: 7.038, usercpu_time_millis_training: 648.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9924, kappa: 0.9708, kb_relative_information_score: 6242.6122, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9924, predictive_accuracy: 0.9924, prior_entropy: 0.6204, recall: 0.9924, relative_absolute_error: 0.054, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.2177, scimark_benchmark: 1295.3958, usercpu_time_millis: 318.227, usercpu_time_millis_testing: 2.382, usercpu_time_millis_training: 315.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 6551.9816, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0216, root_relative_squared_error: 0.0599, scimark_benchmark: 1246.6083, usercpu_time_millis: 324.173, usercpu_time_millis_testing: 2.402, usercpu_time_millis_training: 321.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1296.3465, usercpu_time_millis: 251.162, usercpu_time_millis_testing: 0.749, usercpu_time_millis_training: 250.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9806, kappa: 0.9249, kb_relative_information_score: 5998.3459, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9806, predictive_accuracy: 0.9808, prior_entropy: 0.6204, recall: 0.9808, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.2997, scimark_benchmark: 1247.3969, usercpu_time_millis: 394.603, usercpu_time_millis_testing: 3.022, usercpu_time_millis_training: 391.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9649, kappa: 0.8635, kb_relative_information_score: 5166.7155, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9648, predictive_accuracy: 0.9654, prior_entropy: 0.6204, recall: 0.9654, relative_absolute_error: 0.2139, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.4628, scimark_benchmark: 1298.7965, usercpu_time_millis: 754.191, usercpu_time_millis_testing: 8.77, usercpu_time_millis_training: 745.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.968, kappa: 0.8749, kb_relative_information_score: 5350.1496, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9681, predictive_accuracy: 0.9686, prior_entropy: 0.6204, recall: 0.9686, relative_absolute_error: 0.1873, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.4233, scimark_benchmark: 1279.5509, usercpu_time_millis: 397.972, usercpu_time_millis_testing: 3.315, usercpu_time_millis_training: 394.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9491, kappa: 0.7974, kb_relative_information_score: 4390.9473, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9502, predictive_accuracy: 0.9512, prior_entropy: 0.6204, recall: 0.9512, relative_absolute_error: 0.3031, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.5508, scimark_benchmark: 1286.1587, usercpu_time_millis: 573.252, usercpu_time_millis_testing: 5.101, usercpu_time_millis_training: 568.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9854, kappa: 0.9435, kb_relative_information_score: 6107.4593, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9853, predictive_accuracy: 0.9855, prior_entropy: 0.6204, recall: 0.9855, relative_absolute_error: 0.0748, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.2696, scimark_benchmark: 1279.7331, usercpu_time_millis: 341.884, usercpu_time_millis_testing: 2.803, usercpu_time_millis_training: 339.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9944, kappa: 0.9785, kb_relative_information_score: 6309.9506, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 0.6204, recall: 0.9944, relative_absolute_error: 0.045, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0714, root_relative_squared_error: 0.1976, scimark_benchmark: 1241.36, usercpu_time_millis: 342.917, usercpu_time_millis_testing: 2.209, usercpu_time_millis_training: 340.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6575.1444, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0031, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0179, root_relative_squared_error: 0.0495, scimark_benchmark: 1232.7028, usercpu_time_millis: 265.739, usercpu_time_millis_testing: 0.807, usercpu_time_millis_training: 264.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9813, kappa: 0.928, kb_relative_information_score: 5753.931, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9813, predictive_accuracy: 0.9814, prior_entropy: 0.6204, recall: 0.9814, relative_absolute_error: 0.1245, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1198, root_relative_squared_error: 0.3317, scimark_benchmark: 1293.7222, usercpu_time_millis: 281.288, usercpu_time_millis_testing: 2.271, usercpu_time_millis_training: 279.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.998, kappa: 0.9925, kb_relative_information_score: 6500.3804, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.6204, recall: 0.998, relative_absolute_error: 0.0148, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0422, root_relative_squared_error: 0.117, scimark_benchmark: 1255.1879, usercpu_time_millis: 241.105, usercpu_time_millis_testing: 1.198, usercpu_time_millis_training: 239.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1297.5483, usercpu_time_millis: 234.58, usercpu_time_millis_testing: 0.715, usercpu_time_millis_training: 233.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6578.0806, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0037, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0087, root_relative_squared_error: 0.0242, scimark_benchmark: 1294.2101, usercpu_time_millis: 278.33, usercpu_time_millis_testing: 2.124, usercpu_time_millis_training: 276.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.9421, kappa: 0.7683, kb_relative_information_score: 4197.1605, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9434, predictive_accuracy: 0.9448, prior_entropy: 0.6204, recall: 0.9448, relative_absolute_error: 0.3354, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.5781, scimark_benchmark: 1271.834, usercpu_time_millis: 600.867, usercpu_time_millis_testing: 5.499, usercpu_time_millis_training: 595.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9986, kappa: 0.9948, kb_relative_information_score: 6513.613, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 0.6204, recall: 0.9986, relative_absolute_error: 0.0128, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0341, root_relative_squared_error: 0.0946, scimark_benchmark: 1267.7257, usercpu_time_millis: 362.05, usercpu_time_millis_testing: 2.599, usercpu_time_millis_training: 359.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9888, kappa: 0.9569, kb_relative_information_score: 6089.8524, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9888, predictive_accuracy: 0.9888, prior_entropy: 0.6204, recall: 0.9888, relative_absolute_error: 0.0755, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.2585, scimark_benchmark: 1283.7337, usercpu_time_millis: 311.076, usercpu_time_millis_testing: 2.463, usercpu_time_millis_training: 308.613,

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