Task
Supervised Classification on fri_c3_1000_10

Supervised Classification on fri_c3_1000_10

Task 3606 Supervised Classification fri_c3_1000_10 393 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.799, f_measure: 0.7338, kappa: 0.4594, kb_relative_information_score: 259.7098, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.7336, predictive_accuracy: 0.734, prior_entropy: 0.9896, recall: 0.734, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4288, root_relative_squared_error: 0.8638, scimark_benchmark: 1347.5461, usercpu_time_millis: 8290, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 8150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.8156, kappa: 0.6278, kb_relative_information_score: 622.1844, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8181, predictive_accuracy: 0.815, prior_entropy: 0.9896, recall: 0.815, relative_absolute_error: 0.3754, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4301, root_relative_squared_error: 0.8665, scimark_benchmark: 1350.4825, usercpu_time_millis: 240, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9118, kappa: 0.8208, kb_relative_information_score: 677.061, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.912, predictive_accuracy: 0.912, prior_entropy: 0.9896, recall: 0.912, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5363, scimark_benchmark: 940.3347, usercpu_time_millis: 450, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.8877, kappa: 0.7717, kb_relative_information_score: 660.851, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.888, predictive_accuracy: 0.888, prior_entropy: 0.9896, recall: 0.888, relative_absolute_error: 0.3642, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2846, root_relative_squared_error: 0.5734, scimark_benchmark: 1328.1785, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1327.6367, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 938.0414, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.8692, kappa: 0.7353, kb_relative_information_score: 648.5145, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.87, predictive_accuracy: 0.869, prior_entropy: 0.9896, recall: 0.869, relative_absolute_error: 0.3708, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.6363, scimark_benchmark: 1385.8862, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1374.9737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1346.4374, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1306.9281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.799, f_measure: 0.7338, kappa: 0.4594, kb_relative_information_score: 259.7098, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.7336, predictive_accuracy: 0.734, prior_entropy: 0.9896, recall: 0.734, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4288, root_relative_squared_error: 0.8638, scimark_benchmark: 1343.3311, usercpu_time_millis: 6450, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 6320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.8692, kappa: 0.7353, kb_relative_information_score: 648.5145, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.87, predictive_accuracy: 0.869, prior_entropy: 0.9896, recall: 0.869, relative_absolute_error: 0.3708, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.6363, scimark_benchmark: 1340.9446, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9118, kappa: 0.8208, kb_relative_information_score: 677.061, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.912, predictive_accuracy: 0.912, prior_entropy: 0.9896, recall: 0.912, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5363, scimark_benchmark: 1331.7953, usercpu_time_millis: 350, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.8877, kappa: 0.7717, kb_relative_information_score: 660.851, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.888, predictive_accuracy: 0.888, prior_entropy: 0.9896, recall: 0.888, relative_absolute_error: 0.3642, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2846, root_relative_squared_error: 0.5734, scimark_benchmark: 1349.1517, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1286.2211, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8241, kappa: 0.6432, kb_relative_information_score: 578.3706, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8242, predictive_accuracy: 0.824, prior_entropy: 0.9896, recall: 0.824, relative_absolute_error: 0.4381, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3381, root_relative_squared_error: 0.6812, scimark_benchmark: 1346.2927, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1342.2845, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1337.9552, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1337.9552, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9118, kappa: 0.8208, kb_relative_information_score: 677.061, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.912, predictive_accuracy: 0.912, prior_entropy: 0.9896, recall: 0.912, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5363, scimark_benchmark: 1322.5413, usercpu_time_millis: 330, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9118, kappa: 0.8208, kb_relative_information_score: 677.061, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.912, predictive_accuracy: 0.912, prior_entropy: 0.9896, recall: 0.912, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5363, scimark_benchmark: 1353.0836, usercpu_time_millis: 360, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1309.4998, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1322.5413, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.8877, kappa: 0.7717, kb_relative_information_score: 660.851, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.888, predictive_accuracy: 0.888, prior_entropy: 0.9896, recall: 0.888, relative_absolute_error: 0.3642, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2846, root_relative_squared_error: 0.5734, scimark_benchmark: 1337.8124, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1333.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1325.8468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.8692, kappa: 0.7353, kb_relative_information_score: 648.5145, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.87, predictive_accuracy: 0.869, prior_entropy: 0.9896, recall: 0.869, relative_absolute_error: 0.3708, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.6363, scimark_benchmark: 901.8743, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.8692, kappa: 0.7353, kb_relative_information_score: 648.5145, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.87, predictive_accuracy: 0.869, prior_entropy: 0.9896, recall: 0.869, relative_absolute_error: 0.3708, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.6363, scimark_benchmark: 946.9304, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9118, kappa: 0.8208, kb_relative_information_score: 677.061, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.912, predictive_accuracy: 0.912, prior_entropy: 0.9896, recall: 0.912, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5363, scimark_benchmark: 949.7766, usercpu_time_millis: 370, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 1340.9749, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.8877, kappa: 0.7717, kb_relative_information_score: 660.851, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.888, predictive_accuracy: 0.888, prior_entropy: 0.9896, recall: 0.888, relative_absolute_error: 0.3642, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2846, root_relative_squared_error: 0.5734, scimark_benchmark: 1317.5857, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8241, kappa: 0.6432, kb_relative_information_score: 578.3706, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8242, predictive_accuracy: 0.824, prior_entropy: 0.9896, recall: 0.824, relative_absolute_error: 0.4381, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3381, root_relative_squared_error: 0.6812, scimark_benchmark: 1324.6442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.8727, kappa: 0.7412, kb_relative_information_score: 652.8307, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8729, predictive_accuracy: 0.873, prior_entropy: 0.9896, recall: 0.873, relative_absolute_error: 0.3699, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.6572, scimark_benchmark: 1779.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.8699, kappa: 0.7357, kb_relative_information_score: 654.5327, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8698, predictive_accuracy: 0.87, prior_entropy: 0.9896, recall: 0.87, relative_absolute_error: 0.3655, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.6532, scimark_benchmark: 1779.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: -0.0053, mean_absolute_error: 0.4928, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.9896, recall: 0.56, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4964, root_relative_squared_error: 1, scimark_benchmark: 1838.8826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.707, f_measure: 0.6621, kappa: 0.3145, kb_relative_information_score: 188.4761, mean_absolute_error: 0.4093, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6622, predictive_accuracy: 0.662, prior_entropy: 0.9896, recall: 0.662, relative_absolute_error: 0.8306, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4695, root_relative_squared_error: 0.9458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: -0.0053, mean_absolute_error: 0.4928, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.9896, recall: 0.56, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4964, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.8712, kappa: 0.7378, kb_relative_information_score: 426.4707, mean_absolute_error: 0.309, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.873, predictive_accuracy: 0.872, prior_entropy: 0.9896, recall: 0.872, relative_absolute_error: 0.6271, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3483, root_relative_squared_error: 0.7017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8204, f_measure: 0.7503, kappa: 0.4924, kb_relative_information_score: 372.8393, mean_absolute_error: 0.3185, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.7502, predictive_accuracy: 0.751, prior_entropy: 0.9896, recall: 0.751, relative_absolute_error: 0.6462, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4136, root_relative_squared_error: 0.8331,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7052, f_measure: 0.6606, kappa: 0.3106, kb_relative_information_score: 184.1494, mean_absolute_error: 0.4114, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6603, predictive_accuracy: 0.661, prior_entropy: 0.9896, recall: 0.661, relative_absolute_error: 0.8348, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4693, root_relative_squared_error: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.8799, kappa: 0.7563, kb_relative_information_score: 740.9454, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9896, recall: 0.88, relative_absolute_error: 0.2635, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.6552,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9048, kappa: 0.8066, kb_relative_information_score: 715.4571, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.905, predictive_accuracy: 0.905, prior_entropy: 0.9896, recall: 0.905, relative_absolute_error: 0.3022, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.5489,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9118, kappa: 0.8208, kb_relative_information_score: 677.061, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.912, predictive_accuracy: 0.912, prior_entropy: 0.9896, recall: 0.912, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5363, scimark_benchmark: 1838.8826, usercpu_time_millis: 218.4014, usercpu_time_millis_testing: 31.2002, usercpu_time_millis_training: 187.2012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9128, kappa: 0.8228, kb_relative_information_score: 744.0139, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.9131, predictive_accuracy: 0.913, prior_entropy: 0.9896, recall: 0.913, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.263, root_relative_squared_error: 0.5298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8911, f_measure: 0.803, kappa: 0.6003, kb_relative_information_score: 549.9354, mean_absolute_error: 0.2253, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.803, predictive_accuracy: 0.803, prior_entropy: 0.9896, recall: 0.803, relative_absolute_error: 0.4572, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3638, root_relative_squared_error: 0.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6391, f_measure: 0.6483, kappa: 0.2844, kb_relative_information_score: 295.4613, mean_absolute_error: 0.345, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6523, predictive_accuracy: 0.655, prior_entropy: 0.9896, recall: 0.655, relative_absolute_error: 0.7001, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5874, root_relative_squared_error: 1.1833, scimark_benchmark: 1779.392, usercpu_time_millis: 31.2002, usercpu_time_millis_training: 31.2002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.9098, kappa: 0.8166, kb_relative_information_score: 816.1762, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.9101, predictive_accuracy: 0.91, prior_entropy: 0.9896, recall: 0.91, relative_absolute_error: 0.1826, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3, root_relative_squared_error: 0.6044,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7019, f_measure: 0.6675, kappa: 0.3243, kb_relative_information_score: 180.6647, mean_absolute_error: 0.4134, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6671, predictive_accuracy: 0.668, prior_entropy: 0.9896, recall: 0.668, relative_absolute_error: 0.8388, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4705, root_relative_squared_error: 0.9478, scimark_benchmark: 1732.2066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.799, f_measure: 0.7338, kappa: 0.4594, kb_relative_information_score: 259.7098, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.7336, predictive_accuracy: 0.734, prior_entropy: 0.9896, recall: 0.734, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4288, root_relative_squared_error: 0.8638, scimark_benchmark: 943.8235, usercpu_time_millis: 9630, usercpu_time_millis_testing: 160, usercpu_time_millis_training: 9470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.8649, kappa: 0.7259, kb_relative_information_score: 651.0394, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8649, predictive_accuracy: 0.865, prior_entropy: 0.9896, recall: 0.865, relative_absolute_error: 0.3656, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.6545, scimark_benchmark: 927.2917, usercpu_time_millis: 180, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8463, kappa: 0.6873, kb_relative_information_score: 605.6232, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 0.9896, recall: 0.847, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.6477, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9118, kappa: 0.8208, kb_relative_information_score: 677.061, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.912, predictive_accuracy: 0.912, prior_entropy: 0.9896, recall: 0.912, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6528, f_measure: 0.6591, kappa: 0.307, kb_relative_information_score: 305.6714, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6587, predictive_accuracy: 0.66, prior_entropy: 0.9896, recall: 0.66, relative_absolute_error: 0.6899, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7052, f_measure: 0.6606, kappa: 0.3106, kb_relative_information_score: 184.1494, mean_absolute_error: 0.4114, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6603, predictive_accuracy: 0.661, prior_entropy: 0.9896, recall: 0.661, relative_absolute_error: 0.8348, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4693, root_relative_squared_error: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6492, f_measure: 0.6558, kappa: 0.3001, kb_relative_information_score: 299.5454, mean_absolute_error: 0.343, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6554, predictive_accuracy: 0.657, prior_entropy: 0.9896, recall: 0.657, relative_absolute_error: 0.696, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5857, root_relative_squared_error: 1.1799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.832, kappa: 0.6593, kb_relative_information_score: 585.502, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8321, predictive_accuracy: 0.832, prior_entropy: 0.9896, recall: 0.832, relative_absolute_error: 0.4316, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.6879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.8799, kappa: 0.7563, kb_relative_information_score: 740.9454, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9896, recall: 0.88, relative_absolute_error: 0.2635, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.6552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6424, f_measure: 0.6517, kappa: 0.2921, kb_relative_information_score: 305.6714, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6582, predictive_accuracy: 0.66, prior_entropy: 0.9896, recall: 0.66, relative_absolute_error: 0.6899, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7164, f_measure: 0.663, kappa: 0.3148, kb_relative_information_score: 181.3286, mean_absolute_error: 0.4138, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6626, predictive_accuracy: 0.664, prior_entropy: 0.9896, recall: 0.664, relative_absolute_error: 0.8396, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4651, root_relative_squared_error: 0.9369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, f_measure: 0.8313, kappa: 0.6586, kb_relative_information_score: 654.8567, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8323, predictive_accuracy: 0.831, prior_entropy: 0.9896, recall: 0.831, relative_absolute_error: 0.3429, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4111, root_relative_squared_error: 0.8282, usercpu_time_millis: 1.112, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 1.061,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7189, f_measure: 0.7198, kappa: 0.4343, kb_relative_information_score: 426.1506, mean_absolute_error: 0.281, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.7222, predictive_accuracy: 0.719, prior_entropy: 0.9896, recall: 0.719, relative_absolute_error: 0.5702, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5301, root_relative_squared_error: 1.0679, usercpu_time_millis: 0.249, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.9198, kappa: 0.837, kb_relative_information_score: 836.5964, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.9201, predictive_accuracy: 0.92, prior_entropy: 0.9896, recall: 0.92, relative_absolute_error: 0.1623, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.5698, usercpu_time_millis: 385.022, usercpu_time_millis_testing: 5.466, usercpu_time_millis_training: 379.556,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6576, f_measure: 0.665, kappa: 0.3181, kb_relative_information_score: 319.9656, mean_absolute_error: 0.333, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6649, predictive_accuracy: 0.667, prior_entropy: 0.9896, recall: 0.667, relative_absolute_error: 0.6757, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5771, root_relative_squared_error: 1.1625, usercpu_time_millis: 0.29, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6613, f_measure: 0.6684, kappa: 0.3251, kb_relative_information_score: 326.0916, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6681, predictive_accuracy: 0.67, prior_entropy: 0.9896, recall: 0.67, relative_absolute_error: 0.6696, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5745, root_relative_squared_error: 1.1573, usercpu_time_millis: 0.541, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.9077, kappa: 0.8124, kb_relative_information_score: 812.0922, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.9082, predictive_accuracy: 0.908, prior_entropy: 0.9896, recall: 0.908, relative_absolute_error: 0.1867, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.611, usercpu_time_millis: 63.11, usercpu_time_millis_testing: 7.336, usercpu_time_millis_training: 55.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8386, f_measure: 0.8434, kappa: 0.6814, kb_relative_information_score: 681.403, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.844, predictive_accuracy: 0.844, prior_entropy: 0.9896, recall: 0.844, relative_absolute_error: 0.3165, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.395, root_relative_squared_error: 0.7957, usercpu_time_millis: 21.971, usercpu_time_millis_testing: 0.461, usercpu_time_millis_training: 21.51,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.655, f_measure: 0.6606, kappa: 0.3106, kb_relative_information_score: 307.7135, mean_absolute_error: 0.339, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6603, predictive_accuracy: 0.661, prior_entropy: 0.9896, recall: 0.661, relative_absolute_error: 0.6879, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5822, root_relative_squared_error: 1.173, usercpu_time_millis: 0.774, usercpu_time_millis_testing: 0.639, usercpu_time_millis_training: 0.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.8596, kappa: 0.7144, kb_relative_information_score: 714.0753, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.86, predictive_accuracy: 0.86, prior_entropy: 0.9896, recall: 0.86, relative_absolute_error: 0.2841, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7538, usercpu_time_millis: 2.304, usercpu_time_millis_testing: 0.588, usercpu_time_millis_training: 1.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.668, f_measure: 0.6752, kappa: 0.3389, kb_relative_information_score: 340.3858, mean_absolute_error: 0.323, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6751, predictive_accuracy: 0.677, prior_entropy: 0.9896, recall: 0.677, relative_absolute_error: 0.6554, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5683, root_relative_squared_error: 1.1449, usercpu_time_millis: 0.624, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9195, f_measure: 0.921, kappa: 0.8396, kb_relative_information_score: 838.6385, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.921, predictive_accuracy: 0.921, prior_entropy: 0.9896, recall: 0.921, relative_absolute_error: 0.1603, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2811, root_relative_squared_error: 0.5662, usercpu_time_millis: 18.936, usercpu_time_millis_testing: 1.383, usercpu_time_millis_training: 17.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7265, f_measure: 0.7322, kappa: 0.4554, kb_relative_information_score: 454.7388, mean_absolute_error: 0.267, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.732, predictive_accuracy: 0.733, prior_entropy: 0.9896, recall: 0.733, relative_absolute_error: 0.5418, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5167, root_relative_squared_error: 1.041, usercpu_time_millis: 1.479, usercpu_time_millis_testing: 0.474, usercpu_time_millis_training: 1.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6683, f_measure: 0.6753, kappa: 0.3393, kb_relative_information_score: 340.3858, mean_absolute_error: 0.323, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6751, predictive_accuracy: 0.677, prior_entropy: 0.9896, recall: 0.677, relative_absolute_error: 0.6554, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5683, root_relative_squared_error: 1.1449, usercpu_time_millis: 0.607, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6319, f_measure: 0.6406, kappa: 0.268, kb_relative_information_score: 275.0411, mean_absolute_error: 0.355, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6417, predictive_accuracy: 0.645, prior_entropy: 0.9896, recall: 0.645, relative_absolute_error: 0.7204, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5958, root_relative_squared_error: 1.2003, usercpu_time_millis: 0.221, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7997, f_measure: 0.8059, kappa: 0.6048, kb_relative_information_score: 605.8483, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.807, predictive_accuracy: 0.807, prior_entropy: 0.9896, recall: 0.807, relative_absolute_error: 0.3916, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4393, root_relative_squared_error: 0.885, usercpu_time_millis: 78.731, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 78.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.8654, kappa: 0.7262, kb_relative_information_score: 726.3274, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8663, predictive_accuracy: 0.866, prior_entropy: 0.9896, recall: 0.866, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3661, root_relative_squared_error: 0.7374, usercpu_time_millis: 8.664, usercpu_time_millis_testing: 0.874, usercpu_time_millis_training: 7.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8403, f_measure: 0.8429, kappa: 0.6812, kb_relative_information_score: 679.361, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8429, predictive_accuracy: 0.843, prior_entropy: 0.9896, recall: 0.843, relative_absolute_error: 0.3186, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.7982, usercpu_time_millis: 0.261, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, f_measure: 0.8175, kappa: 0.6318, kb_relative_information_score: 626.2685, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8201, predictive_accuracy: 0.817, prior_entropy: 0.9896, recall: 0.817, relative_absolute_error: 0.3713, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4278, root_relative_squared_error: 0.8618, usercpu_time_millis: 1.198, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 1.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7425, f_measure: 0.7437, kappa: 0.4819, kb_relative_information_score: 475.159, mean_absolute_error: 0.257, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.7454, predictive_accuracy: 0.743, prior_entropy: 0.9896, recall: 0.743, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.507, root_relative_squared_error: 1.0213, usercpu_time_millis: 2.16, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 2.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7681, f_measure: 0.7582, kappa: 0.522, kb_relative_information_score: 505.7893, mean_absolute_error: 0.242, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.7777, predictive_accuracy: 0.758, prior_entropy: 0.9896, recall: 0.758, relative_absolute_error: 0.4911, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4919, root_relative_squared_error: 0.991, usercpu_time_millis: 0.888, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 0.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.9127, kappa: 0.8224, kb_relative_information_score: 822.3023, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.9135, predictive_accuracy: 0.913, prior_entropy: 0.9896, recall: 0.913, relative_absolute_error: 0.1765, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.295, root_relative_squared_error: 0.5942, usercpu_time_millis: 4.251, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 3.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6494, f_measure: 0.6573, kappa: 0.3022, kb_relative_information_score: 305.6714, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6575, predictive_accuracy: 0.66, prior_entropy: 0.9896, recall: 0.66, relative_absolute_error: 0.6899, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1747, usercpu_time_millis: 0.617, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 0.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6543, f_measure: 0.6614, kappa: 0.311, kb_relative_information_score: 311.7975, mean_absolute_error: 0.337, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6611, predictive_accuracy: 0.663, prior_entropy: 0.9896, recall: 0.663, relative_absolute_error: 0.6838, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5805, root_relative_squared_error: 1.1695, usercpu_time_millis: 1.923, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 1.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8737, kappa: 0.7433, kb_relative_information_score: 742.6636, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.8739, predictive_accuracy: 0.874, prior_entropy: 0.9896, recall: 0.874, relative_absolute_error: 0.2557, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.355, root_relative_squared_error: 0.7151, usercpu_time_millis: 2.558, usercpu_time_millis_testing: 0.433, usercpu_time_millis_training: 2.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7854, f_measure: 0.7856, kappa: 0.5668, kb_relative_information_score: 560.9238, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.7875, predictive_accuracy: 0.785, prior_entropy: 0.9896, recall: 0.785, relative_absolute_error: 0.4363, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4637, root_relative_squared_error: 0.9341, usercpu_time_millis: 1.279, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 1.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7749, f_measure: 0.7788, kappa: 0.5508, kb_relative_information_score: 548.6717, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.7787, predictive_accuracy: 0.779, prior_entropy: 0.9896, recall: 0.779, relative_absolute_error: 0.4484, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4701, root_relative_squared_error: 0.9471, usercpu_time_millis: 0.217, usercpu_time_millis_testing: 0.208, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6617, f_measure: 0.669, kappa: 0.3263, kb_relative_information_score: 328.1336, mean_absolute_error: 0.329, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6689, predictive_accuracy: 0.671, prior_entropy: 0.9896, recall: 0.671, relative_absolute_error: 0.6676, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5736, root_relative_squared_error: 1.1555, usercpu_time_millis: 0.063, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6683, f_measure: 0.6753, kappa: 0.3393, kb_relative_information_score: 340.3858, mean_absolute_error: 0.323, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6751, predictive_accuracy: 0.677, prior_entropy: 0.9896, recall: 0.677, relative_absolute_error: 0.6554, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5683, root_relative_squared_error: 1.1449, usercpu_time_millis: 0.621, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6683, f_measure: 0.6753, kappa: 0.3393, kb_relative_information_score: 340.3858, mean_absolute_error: 0.323, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.6751, predictive_accuracy: 0.677, prior_entropy: 0.9896, recall: 0.677, relative_absolute_error: 0.6554, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5683, root_relative_squared_error: 1.1449, usercpu_time_millis: 0.314, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.929, kappa: 0.8558, kb_relative_information_score: 854.9746, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.4928, number_of_instances: 1000, precision: 0.929, predictive_accuracy: 0.929, prior_entropy: 0.9896, recall: 0.929, relative_absolute_error: 0.1441, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.5368, usercpu_time_millis: 5.573, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 5.422,

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