Task
Supervised Classification on fri_c4_100_50

Supervised Classification on fri_c4_100_50

Task 3795 Supervised Classification fri_c4_100_50 587 runs submitted
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  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4903, f_measure: 0.4986, kappa: -0.0196, kb_relative_information_score: -2.0669, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.4975, predictive_accuracy: 0.5, prior_entropy: 0.99, recall: 0.5, relative_absolute_error: 1.0143, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7071, root_relative_squared_error: 1.4245, scimark_benchmark: 1870.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7202, f_measure: 0.6967, kappa: 0.3822, kb_relative_information_score: 30.8367, mean_absolute_error: 0.3488, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6985, predictive_accuracy: 0.7, prior_entropy: 0.99, recall: 0.7, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4627, root_relative_squared_error: 0.9321, scimark_benchmark: 1870.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7752, f_measure: 0.7357, kappa: 0.4619, kb_relative_information_score: 37.8562, mean_absolute_error: 0.3153, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7413, predictive_accuracy: 0.74, prior_entropy: 0.99, recall: 0.74, relative_absolute_error: 0.6396, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4419, root_relative_squared_error: 0.8903, scimark_benchmark: 1870.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6138, f_measure: 0.6101, kappa: 0.2168, kb_relative_information_score: 2.3534, mean_absolute_error: 0.4866, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6299, predictive_accuracy: 0.63, prior_entropy: 0.99, recall: 0.63, relative_absolute_error: 0.9871, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5033, root_relative_squared_error: 1.0138, scimark_benchmark: 1870.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4353, f_measure: 0.4065, kappa: -0.087, kb_relative_information_score: -2.7797, mean_absolute_error: 0.5027, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3993, predictive_accuracy: 0.51, prior_entropy: 0.99, recall: 0.51, relative_absolute_error: 1.0199, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5337, root_relative_squared_error: 1.0752, scimark_benchmark: 1870.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5187, f_measure: 0.5259, kappa: 0.0385, kb_relative_information_score: 6.0952, mean_absolute_error: 0.46, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5274, predictive_accuracy: 0.54, prior_entropy: 0.99, recall: 0.54, relative_absolute_error: 0.9332, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6782, root_relative_squared_error: 1.3663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6165, f_measure: 0.6586, kappa: 0.3085, kb_relative_information_score: 3.8853, mean_absolute_error: 0.4806, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6714, predictive_accuracy: 0.67, prior_entropy: 0.99, recall: 0.67, relative_absolute_error: 0.9749, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4991, root_relative_squared_error: 1.0055, scimark_benchmark: 1732.2066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5154, f_measure: 0.5077, kappa: -0.0016, kb_relative_information_score: 1.2806, mean_absolute_error: 0.4834, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5064, predictive_accuracy: 0.51, prior_entropy: 0.99, recall: 0.51, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5684, root_relative_squared_error: 1.1451, scimark_benchmark: 1732.2066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6477, f_measure: 0.6562, kappa: 0.2998, kb_relative_information_score: 30.5815, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6573, predictive_accuracy: 0.66, prior_entropy: 0.99, recall: 0.66, relative_absolute_error: 0.6897, 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: 0.6209, f_measure: 0.6283, kappa: 0.2437, kb_relative_information_score: 24.46, mean_absolute_error: 0.37, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6277, predictive_accuracy: 0.63, prior_entropy: 0.99, recall: 0.63, relative_absolute_error: 0.7506, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6083, root_relative_squared_error: 1.2254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5203, f_measure: 0.5217, kappa: 0.04, kb_relative_information_score: 2.0142, mean_absolute_error: 0.48, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5272, predictive_accuracy: 0.52, prior_entropy: 0.99, recall: 0.52, relative_absolute_error: 0.9737, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6928, root_relative_squared_error: 1.3957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6165, f_measure: 0.6586, kappa: 0.3085, kb_relative_information_score: 3.8853, mean_absolute_error: 0.4806, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6714, predictive_accuracy: 0.67, prior_entropy: 0.99, recall: 0.67, relative_absolute_error: 0.9749, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4991, root_relative_squared_error: 1.0055, scimark_benchmark: 1887.4343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, f_measure: 0.7357, kappa: 0.4619, kb_relative_information_score: 42.6019, mean_absolute_error: 0.2894, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7413, predictive_accuracy: 0.74, prior_entropy: 0.99, recall: 0.74, relative_absolute_error: 0.587, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4372, root_relative_squared_error: 0.8808, scimark_benchmark: 1806.5905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7236, f_measure: 0.7497, kappa: 0.4915, kb_relative_information_score: 47.8891, mean_absolute_error: 0.2571, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7495, predictive_accuracy: 0.75, prior_entropy: 0.99, recall: 0.75, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4927, root_relative_squared_error: 0.9926, scimark_benchmark: 1806.5905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8062, f_measure: 0.7096, kappa: 0.4101, kb_relative_information_score: 39.5766, mean_absolute_error: 0.2978, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7094, predictive_accuracy: 0.71, prior_entropy: 0.99, recall: 0.71, relative_absolute_error: 0.6041, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4544, root_relative_squared_error: 0.9155, scimark_benchmark: 1806.5905, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7666, f_measure: 0.7023, kappa: 0.3953, kb_relative_information_score: 15.0283, mean_absolute_error: 0.4329, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7128, predictive_accuracy: 0.71, prior_entropy: 0.99, recall: 0.71, relative_absolute_error: 0.8782, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4519, root_relative_squared_error: 0.9104, scimark_benchmark: 1806.5905, usercpu_time_millis: 31.2002, usercpu_time_millis_training: 31.2002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6818, f_measure: 0.6886, kappa: 0.3663, kb_relative_information_score: 36.0979, mean_absolute_error: 0.3141, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6884, predictive_accuracy: 0.69, prior_entropy: 0.99, recall: 0.69, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5508, root_relative_squared_error: 1.1096, scimark_benchmark: 1806.5905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5398, f_measure: 0.5479, kappa: 0.0801, kb_relative_information_score: 7.9765, mean_absolute_error: 0.4511, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5468, predictive_accuracy: 0.55, prior_entropy: 0.99, recall: 0.55, relative_absolute_error: 0.9151, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6636, root_relative_squared_error: 1.3368, scimark_benchmark: 1806.5905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6165, f_measure: 0.6586, kappa: 0.3085, kb_relative_information_score: 3.8853, mean_absolute_error: 0.4806, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6714, predictive_accuracy: 0.67, prior_entropy: 0.99, recall: 0.67, relative_absolute_error: 0.9749, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4991, root_relative_squared_error: 1.0055, scimark_benchmark: 1877.5305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5154, f_measure: 0.5077, kappa: -0.0016, kb_relative_information_score: 1.2806, mean_absolute_error: 0.4834, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5064, predictive_accuracy: 0.51, prior_entropy: 0.99, recall: 0.51, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5684, root_relative_squared_error: 1.1451, scimark_benchmark: 1850.8887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4513, f_measure: 0.4021, kb_relative_information_score: -0.1765, mean_absolute_error: 0.4935, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 1.0011, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4969, root_relative_squared_error: 1.0011, scimark_benchmark: 1850.8887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5593, f_measure: 0.5672, kappa: 0.1221, kb_relative_information_score: 14.2573, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5714, predictive_accuracy: 0.58, prior_entropy: 0.99, recall: 0.58, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3056, usercpu_time_millis: 0.654, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7362, f_measure: 0.74, kappa: 0.4724, kb_relative_information_score: 46.9058, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.74, predictive_accuracy: 0.74, prior_entropy: 0.99, recall: 0.74, relative_absolute_error: 0.5274, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0272, usercpu_time_millis: 3.905, usercpu_time_millis_testing: 0.443, usercpu_time_millis_training: 3.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5317, f_measure: 0.5339, kappa: 0.0662, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5454, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 0.492, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5933, f_measure: 0.6023, kappa: 0.1909, kb_relative_information_score: 20.3789, mean_absolute_error: 0.39, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6047, predictive_accuracy: 0.61, prior_entropy: 0.99, recall: 0.61, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6245, root_relative_squared_error: 1.2581, usercpu_time_millis: 20.415, usercpu_time_millis_testing: 1.607, usercpu_time_millis_training: 18.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4521, f_measure: 0.46, kappa: -0.0958, kb_relative_information_score: -10.229, mean_absolute_error: 0.54, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.46, predictive_accuracy: 0.46, prior_entropy: 0.99, recall: 0.46, relative_absolute_error: 1.0955, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7348, root_relative_squared_error: 1.4804, usercpu_time_millis: 1.537, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 1.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4911, f_measure: 0.4918, kappa: -0.0176, kb_relative_information_score: -4.1074, mean_absolute_error: 0.51, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.4984, predictive_accuracy: 0.49, prior_entropy: 0.99, recall: 0.49, relative_absolute_error: 1.0346, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7141, root_relative_squared_error: 1.4387, usercpu_time_millis: 0.34, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 0.245, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7045, f_measure: 0.7096, kappa: 0.4101, kb_relative_information_score: 40.7842, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7094, predictive_accuracy: 0.71, prior_entropy: 0.99, recall: 0.71, relative_absolute_error: 0.5883, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.0849, usercpu_time_millis: 0.414, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 0.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5398, f_measure: 0.5479, kappa: 0.0801, kb_relative_information_score: 8.1357, mean_absolute_error: 0.45, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5468, predictive_accuracy: 0.55, prior_entropy: 0.99, recall: 0.55, relative_absolute_error: 0.9129, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6708, root_relative_squared_error: 1.3514, usercpu_time_millis: 21.161, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 21.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.7135, kappa: 0.4176, kb_relative_information_score: 42.8247, mean_absolute_error: 0.28, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7223, predictive_accuracy: 0.72, prior_entropy: 0.99, recall: 0.72, relative_absolute_error: 0.568, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5292, root_relative_squared_error: 1.066, usercpu_time_millis: 8.793, usercpu_time_millis_testing: 1.308, usercpu_time_millis_training: 7.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6721, f_measure: 0.6817, kappa: 0.3536, kb_relative_information_score: 36.7031, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6911, predictive_accuracy: 0.69, prior_entropy: 0.99, recall: 0.69, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5568, root_relative_squared_error: 1.1217, usercpu_time_millis: 1.196, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 1.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6786, f_measure: 0.6883, kappa: 0.3697, kb_relative_information_score: 38.7436, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7067, predictive_accuracy: 0.7, prior_entropy: 0.99, recall: 0.7, relative_absolute_error: 0.6086, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.1034, usercpu_time_millis: 189.08, usercpu_time_millis_testing: 0.457, usercpu_time_millis_training: 188.623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.734, kappa: 0.4592, kb_relative_information_score: 46.9058, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7437, predictive_accuracy: 0.74, prior_entropy: 0.99, recall: 0.74, relative_absolute_error: 0.5274, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0272, usercpu_time_millis: 2.06, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 1.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4748, f_measure: 0.4811, kappa: -0.0501, kb_relative_information_score: -6.148, mean_absolute_error: 0.52, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.4825, predictive_accuracy: 0.48, prior_entropy: 0.99, recall: 0.48, relative_absolute_error: 1.0549, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7211, root_relative_squared_error: 1.4527, usercpu_time_millis: 1.171, usercpu_time_millis_testing: 0.122, usercpu_time_millis_training: 1.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4659, f_measure: 0.4714, kappa: -0.0677, kb_relative_information_score: -8.1885, mean_absolute_error: 0.53, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.4737, predictive_accuracy: 0.47, prior_entropy: 0.99, recall: 0.47, relative_absolute_error: 1.0752, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.728, root_relative_squared_error: 1.4666, usercpu_time_millis: 0.234, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4724, f_measure: 0.48, kappa: -0.0552, kb_relative_information_score: -6.148, mean_absolute_error: 0.52, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.48, predictive_accuracy: 0.48, prior_entropy: 0.99, recall: 0.48, relative_absolute_error: 1.0549, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7211, root_relative_squared_error: 1.4527, usercpu_time_millis: 1.756, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 1.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 1.164, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 1.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7362, f_measure: 0.74, kappa: 0.4724, kb_relative_information_score: 46.9058, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.74, predictive_accuracy: 0.74, prior_entropy: 0.99, recall: 0.74, relative_absolute_error: 0.5274, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0272, usercpu_time_millis: 3.241, usercpu_time_millis_testing: 1.256, usercpu_time_millis_training: 1.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.7994, kappa: 0.5922, kb_relative_information_score: 59.1489, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7995, predictive_accuracy: 0.8, prior_entropy: 0.99, recall: 0.8, relative_absolute_error: 0.4057, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9009, usercpu_time_millis: 3.142, usercpu_time_millis_testing: 1.289, usercpu_time_millis_training: 1.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 0.163, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.115,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7443, f_measure: 0.7545, kappa: 0.5008, kb_relative_information_score: 50.9868, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7652, predictive_accuracy: 0.76, prior_entropy: 0.99, recall: 0.76, relative_absolute_error: 0.4869, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4899, root_relative_squared_error: 0.9869, usercpu_time_millis: 397.303, usercpu_time_millis_testing: 12.886, usercpu_time_millis_training: 384.417,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5244, f_measure: 0.5305, kappa: 0.0486, kb_relative_information_score: 4.0547, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5312, predictive_accuracy: 0.53, prior_entropy: 0.99, recall: 0.53, relative_absolute_error: 0.9535, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6856, root_relative_squared_error: 1.3811, usercpu_time_millis: 9.63, usercpu_time_millis_testing: 1.22, usercpu_time_millis_training: 8.41,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4115, f_measure: 0.42, kappa: -0.1769, kb_relative_information_score: -18.3911, mean_absolute_error: 0.58, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.42, predictive_accuracy: 0.42, prior_entropy: 0.99, recall: 0.42, relative_absolute_error: 1.1766, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7616, root_relative_squared_error: 1.5342, usercpu_time_millis: 1.553, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 1.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4545, f_measure: 0.4611, kappa: -0.0905, kb_relative_information_score: -10.229, mean_absolute_error: 0.54, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.4625, predictive_accuracy: 0.46, prior_entropy: 0.99, recall: 0.46, relative_absolute_error: 1.0955, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7348, root_relative_squared_error: 1.4804, usercpu_time_millis: 0.487, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.414, f_measure: 0.4212, kappa: -0.1712, kb_relative_information_score: -18.3911, mean_absolute_error: 0.58, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.4227, predictive_accuracy: 0.42, prior_entropy: 0.99, recall: 0.42, relative_absolute_error: 1.1766, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7616, root_relative_squared_error: 1.5342, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4683, f_measure: 0.4719, kappa: -0.0626, kb_relative_information_score: -8.1885, mean_absolute_error: 0.53, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.4761, predictive_accuracy: 0.47, prior_entropy: 0.99, recall: 0.47, relative_absolute_error: 1.0752, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.728, root_relative_squared_error: 1.4666, usercpu_time_millis: 0.073, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.055,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6899, f_measure: 0.6999, kappa: 0.3923, kb_relative_information_score: 40.7842, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.716, predictive_accuracy: 0.71, prior_entropy: 0.99, recall: 0.71, relative_absolute_error: 0.5883, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.0849, usercpu_time_millis: 3.305, usercpu_time_millis_testing: 1.233, usercpu_time_millis_training: 2.072,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.7451, kappa: 0.4813, kb_relative_information_score: 40.4769, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.753, predictive_accuracy: 0.75, prior_entropy: 0.99, recall: 0.75, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4448, root_relative_squared_error: 0.896, scimark_benchmark: 938.191, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.7357, kappa: 0.4619, kb_relative_information_score: 25.731, mean_absolute_error: 0.3817, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7413, predictive_accuracy: 0.74, prior_entropy: 0.99, recall: 0.74, relative_absolute_error: 0.7743, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4204, root_relative_squared_error: 0.8469, scimark_benchmark: 934.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.5494, kappa: 0.0846, kb_relative_information_score: -0.1882, mean_absolute_error: 0.4938, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5489, predictive_accuracy: 0.55, prior_entropy: 0.99, recall: 0.55, relative_absolute_error: 1.0018, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.561, root_relative_squared_error: 1.1302, scimark_benchmark: 936.2727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.7451, kappa: 0.4813, kb_relative_information_score: 40.4769, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.753, predictive_accuracy: 0.75, prior_entropy: 0.99, recall: 0.75, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4448, root_relative_squared_error: 0.896, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6912, f_measure: 0.6991, kappa: 0.3883, kb_relative_information_score: 31.8921, mean_absolute_error: 0.3403, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6989, predictive_accuracy: 0.7, prior_entropy: 0.99, recall: 0.7, relative_absolute_error: 0.6903, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.516, root_relative_squared_error: 1.0396, scimark_benchmark: 927.2917, usercpu_time_millis: 230, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5317, f_measure: 0.5339, kappa: 0.0662, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5454, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, scimark_benchmark: 932.438, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5317, f_measure: 0.5339, kappa: 0.0662, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5454, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, scimark_benchmark: 932.438, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.7451, kappa: 0.4813, kb_relative_information_score: 40.4769, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.753, predictive_accuracy: 0.75, prior_entropy: 0.99, recall: 0.75, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4448, root_relative_squared_error: 0.896, scimark_benchmark: 974.2014, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.7451, kappa: 0.4813, kb_relative_information_score: 40.4769, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.753, predictive_accuracy: 0.75, prior_entropy: 0.99, recall: 0.75, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4448, root_relative_squared_error: 0.896, scimark_benchmark: 947.1781, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6912, f_measure: 0.6991, kappa: 0.3883, kb_relative_information_score: 31.8921, mean_absolute_error: 0.3403, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6989, predictive_accuracy: 0.7, prior_entropy: 0.99, recall: 0.7, relative_absolute_error: 0.6903, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.516, root_relative_squared_error: 1.0396, scimark_benchmark: 939.8002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7666, f_measure: 0.7023, kappa: 0.3953, kb_relative_information_score: 15.0283, mean_absolute_error: 0.4329, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7128, predictive_accuracy: 0.71, prior_entropy: 0.99, recall: 0.71, relative_absolute_error: 0.8782, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4519, root_relative_squared_error: 0.9104, scimark_benchmark: 943.1009, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7405, f_measure: 0.7228, kappa: 0.437, kb_relative_information_score: 36.9843, mean_absolute_error: 0.3179, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7345, predictive_accuracy: 0.73, prior_entropy: 0.99, recall: 0.73, relative_absolute_error: 0.6449, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.446, root_relative_squared_error: 0.8985, scimark_benchmark: 819.5729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, f_measure: 0.7169, kappa: 0.4234, kb_relative_information_score: 36.6542, mean_absolute_error: 0.3186, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7191, predictive_accuracy: 0.72, prior_entropy: 0.99, recall: 0.72, relative_absolute_error: 0.6463, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4492, root_relative_squared_error: 0.9049, scimark_benchmark: 901.6243, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7813, f_measure: 0.7706, kappa: 0.5367, kb_relative_information_score: 49.0983, mean_absolute_error: 0.2562, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7726, predictive_accuracy: 0.77, prior_entropy: 0.99, recall: 0.77, relative_absolute_error: 0.5197, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4427, root_relative_squared_error: 0.8918, scimark_benchmark: 819.5729, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5317, f_measure: 0.5339, kappa: 0.0662, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5454, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, scimark_benchmark: 932.438, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5317, f_measure: 0.5339, kappa: 0.0662, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5454, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, scimark_benchmark: 934.5964, usercpu_time_millis: 70, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.7451, kappa: 0.4813, kb_relative_information_score: 40.4769, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.753, predictive_accuracy: 0.75, prior_entropy: 0.99, recall: 0.75, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4448, root_relative_squared_error: 0.896, scimark_benchmark: 930.404, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.7451, kappa: 0.4813, kb_relative_information_score: 40.4769, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.753, predictive_accuracy: 0.75, prior_entropy: 0.99, recall: 0.75, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4448, root_relative_squared_error: 0.896, scimark_benchmark: 938.1282, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.7451, kappa: 0.4813, kb_relative_information_score: 40.4769, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.753, predictive_accuracy: 0.75, prior_entropy: 0.99, recall: 0.75, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4448, root_relative_squared_error: 0.896, scimark_benchmark: 933.3455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.7357, kappa: 0.4619, kb_relative_information_score: 25.731, mean_absolute_error: 0.3817, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7413, predictive_accuracy: 0.74, prior_entropy: 0.99, recall: 0.74, relative_absolute_error: 0.7743, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4204, root_relative_squared_error: 0.8469, scimark_benchmark: 933.3455, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.5494, kappa: 0.0846, kb_relative_information_score: -0.1882, mean_absolute_error: 0.4938, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5489, predictive_accuracy: 0.55, prior_entropy: 0.99, recall: 0.55, relative_absolute_error: 1.0018, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.561, root_relative_squared_error: 1.1302, scimark_benchmark: 936.3213, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.7451, kappa: 0.4813, kb_relative_information_score: 40.4769, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.753, predictive_accuracy: 0.75, prior_entropy: 0.99, recall: 0.75, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4448, root_relative_squared_error: 0.896, scimark_benchmark: 932.438, usercpu_time_millis: 10, usercpu_time_millis_training: 10,

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