Task
Supervised Classification on mc2

Supervised Classification on mc2

Task 4610 Supervised Classification mc2 194 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

194 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.6713, kappa: 0.2249, kb_relative_information_score: 219.9616, mean_absolute_error: 0.381, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6934, predictive_accuracy: 0.7118, prior_entropy: 0.9099, recall: 0.7118, relative_absolute_error: 0.8697, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4667, root_relative_squared_error: 0.998, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.6477, kappa: 0.1711, kb_relative_information_score: 113.0334, mean_absolute_error: 0.3947, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6423, predictive_accuracy: 0.6665, prior_entropy: 0.9099, recall: 0.6665, relative_absolute_error: 0.9009, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4696, root_relative_squared_error: 1.0042, scimark_benchmark: 972.587, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6054, f_measure: 0.6543, kappa: 0.1907, kb_relative_information_score: 182.2962, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6488, predictive_accuracy: 0.6671, prior_entropy: 0.9099, recall: 0.6671, relative_absolute_error: 0.8621, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5022, root_relative_squared_error: 1.074, scimark_benchmark: 931.4089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.5436, kappa: -0.0123, kb_relative_information_score: 331.376, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.457, predictive_accuracy: 0.6708, prior_entropy: 0.9099, recall: 0.6708, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.227, scimark_benchmark: 941.3142, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.5436, kappa: -0.0123, kb_relative_information_score: 331.376, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.457, predictive_accuracy: 0.6708, prior_entropy: 0.9099, recall: 0.6708, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.227, scimark_benchmark: 904.0772, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6873, kappa: 0.2727, kb_relative_information_score: 369.5682, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6835, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.1174, scimark_benchmark: 941.6675, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 941.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.6837, kappa: 0.2526, kb_relative_information_score: 239.2743, mean_absolute_error: 0.3705, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6925, predictive_accuracy: 0.7124, prior_entropy: 0.9099, recall: 0.7124, relative_absolute_error: 0.8458, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4432, root_relative_squared_error: 0.9477, scimark_benchmark: 938.191, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.7112, kappa: 0.3201, kb_relative_information_score: 366.2848, mean_absolute_error: 0.334, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.7124, predictive_accuracy: 0.7273, prior_entropy: 0.9099, recall: 0.7273, relative_absolute_error: 0.7624, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4297, root_relative_squared_error: 0.9189, scimark_benchmark: 908.6124, usercpu_time_millis: 610, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6017, f_measure: 0.6744, kappa: 0.2325, kb_relative_information_score: 223.2199, mean_absolute_error: 0.3739, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6729, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.8535, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4937, root_relative_squared_error: 1.0557, scimark_benchmark: 944.1067, usercpu_time_millis: 770, usercpu_time_millis_training: 770,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.5436, kappa: -0.0123, kb_relative_information_score: 331.376, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.457, predictive_accuracy: 0.6708, prior_entropy: 0.9099, recall: 0.6708, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.227, scimark_benchmark: 938.5498, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.5436, kappa: -0.0123, kb_relative_information_score: 331.376, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.457, predictive_accuracy: 0.6708, prior_entropy: 0.9099, recall: 0.6708, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.227, scimark_benchmark: 941.3847, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.6899, kappa: 0.2673, kb_relative_information_score: 273.7152, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6974, predictive_accuracy: 0.7161, prior_entropy: 0.9099, recall: 0.7161, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4386, root_relative_squared_error: 0.9379, scimark_benchmark: 943.1009, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.6713, kappa: 0.2249, kb_relative_information_score: 219.9616, mean_absolute_error: 0.381, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6934, predictive_accuracy: 0.7118, prior_entropy: 0.9099, recall: 0.7118, relative_absolute_error: 0.8697, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4667, root_relative_squared_error: 0.998, scimark_benchmark: 942.2392, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6344, f_measure: 0.6474, kappa: 0.1701, kb_relative_information_score: 114.968, mean_absolute_error: 0.3942, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.642, predictive_accuracy: 0.6665, prior_entropy: 0.9099, recall: 0.6665, relative_absolute_error: 0.8998, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4692, root_relative_squared_error: 1.0035, scimark_benchmark: 901.6243, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6054, f_measure: 0.6543, kappa: 0.1907, kb_relative_information_score: 182.2962, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6488, predictive_accuracy: 0.6671, prior_entropy: 0.9099, recall: 0.6671, relative_absolute_error: 0.8621, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5022, root_relative_squared_error: 1.074, scimark_benchmark: 944.0133, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.5436, kappa: -0.0123, kb_relative_information_score: 331.376, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.457, predictive_accuracy: 0.6708, prior_entropy: 0.9099, recall: 0.6708, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.227, 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: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 930.404, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 933.3455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.6837, kappa: 0.2526, kb_relative_information_score: 239.2743, mean_absolute_error: 0.3705, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6925, predictive_accuracy: 0.7124, prior_entropy: 0.9099, recall: 0.7124, relative_absolute_error: 0.8458, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4432, root_relative_squared_error: 0.9477, scimark_benchmark: 933.3455, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.7112, kappa: 0.3201, kb_relative_information_score: 366.2848, mean_absolute_error: 0.334, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.7124, predictive_accuracy: 0.7273, prior_entropy: 0.9099, recall: 0.7273, relative_absolute_error: 0.7624, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4297, root_relative_squared_error: 0.9189, scimark_benchmark: 936.3373, usercpu_time_millis: 380, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 936.9595, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6017, f_measure: 0.6744, kappa: 0.2325, kb_relative_information_score: 223.2199, mean_absolute_error: 0.3739, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6729, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.8535, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4937, root_relative_squared_error: 1.0557, scimark_benchmark: 941.3057, usercpu_time_millis: 820, usercpu_time_millis_training: 820,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.6899, kappa: 0.2673, kb_relative_information_score: 273.7152, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6974, predictive_accuracy: 0.7161, prior_entropy: 0.9099, recall: 0.7161, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4386, root_relative_squared_error: 0.9379, scimark_benchmark: 936.3213, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.765, f_measure: 0.7043, kappa: 0.3021, kb_relative_information_score: 327.5498, mean_absolute_error: 0.3496, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.7094, predictive_accuracy: 0.7255, prior_entropy: 0.9099, recall: 0.7255, relative_absolute_error: 0.7981, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4244, root_relative_squared_error: 0.9075, scimark_benchmark: 1171.0303, usercpu_time_millis: 5290, usercpu_time_millis_testing: 2530, usercpu_time_millis_training: 2760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.762, f_measure: 0.6978, kappa: 0.2867, kb_relative_information_score: 328.8025, mean_absolute_error: 0.3491, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.7024, predictive_accuracy: 0.7199, prior_entropy: 0.9099, recall: 0.7199, relative_absolute_error: 0.7968, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.425, root_relative_squared_error: 0.909, scimark_benchmark: 848.0926, usercpu_time_millis: 2660, usercpu_time_millis_testing: 1300, usercpu_time_millis_training: 1360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7568, f_measure: 0.7026, kappa: 0.2985, kb_relative_information_score: 321.9339, mean_absolute_error: 0.3502, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.7058, predictive_accuracy: 0.7224, prior_entropy: 0.9099, recall: 0.7224, relative_absolute_error: 0.7994, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4268, root_relative_squared_error: 0.9127, scimark_benchmark: 936.2727, usercpu_time_millis: 660, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7438, f_measure: 0.6851, kappa: 0.2565, kb_relative_information_score: 302.9581, mean_absolute_error: 0.3538, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6884, predictive_accuracy: 0.7087, prior_entropy: 0.9099, recall: 0.7087, relative_absolute_error: 0.8076, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4329, root_relative_squared_error: 0.9258, scimark_benchmark: 930.2337, usercpu_time_millis: 300, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7376, f_measure: 0.6923, kappa: 0.2756, kb_relative_information_score: 313.533, mean_absolute_error: 0.3493, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6915, predictive_accuracy: 0.7093, prior_entropy: 0.9099, recall: 0.7093, relative_absolute_error: 0.7973, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4362, root_relative_squared_error: 0.9328, scimark_benchmark: 933.9243, usercpu_time_millis: 170, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.6681, kappa: 0.2175, kb_relative_information_score: 217.9788, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6664, predictive_accuracy: 0.6894, prior_entropy: 0.9099, recall: 0.6894, relative_absolute_error: 0.8409, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4773, root_relative_squared_error: 1.0208, scimark_benchmark: 926.5859, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.6681, kappa: 0.2175, kb_relative_information_score: 217.9788, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6664, predictive_accuracy: 0.6894, prior_entropy: 0.9099, recall: 0.6894, relative_absolute_error: 0.8409, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4773, root_relative_squared_error: 1.0208, scimark_benchmark: 938.3115, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.6681, kappa: 0.2175, kb_relative_information_score: 217.9788, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6664, predictive_accuracy: 0.6894, prior_entropy: 0.9099, recall: 0.6894, relative_absolute_error: 0.8409, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4773, root_relative_squared_error: 1.0208, scimark_benchmark: 926.5859, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.6681, kappa: 0.2175, kb_relative_information_score: 217.9788, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6664, predictive_accuracy: 0.6894, prior_entropy: 0.9099, recall: 0.6894, relative_absolute_error: 0.8409, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4773, root_relative_squared_error: 1.0208, scimark_benchmark: 941.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6371, f_measure: 0.6662, kappa: 0.2126, kb_relative_information_score: 212.118, mean_absolute_error: 0.3698, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6645, predictive_accuracy: 0.6882, prior_entropy: 0.9099, recall: 0.6882, relative_absolute_error: 0.8441, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4779, root_relative_squared_error: 1.022, scimark_benchmark: 926.5859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4804, f_measure: 0.5466, kb_relative_information_score: -2.3307, mean_absolute_error: 0.4383, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.4584, predictive_accuracy: 0.677, prior_entropy: 0.9099, recall: 0.677, relative_absolute_error: 1.0004, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4677, root_relative_squared_error: 1.0002, scimark_benchmark: 941.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7009, f_measure: 0.695, kappa: 0.2794, kb_relative_information_score: 494.8627, mean_absolute_error: 0.2888, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.7023, predictive_accuracy: 0.7199, prior_entropy: 0.9099, recall: 0.7199, relative_absolute_error: 0.6593, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.0741, scimark_benchmark: 929.0296, usercpu_time_millis: 230, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6878, f_measure: 0.6842, kappa: 0.2538, kb_relative_information_score: 453.7954, mean_absolute_error: 0.2997, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6895, predictive_accuracy: 0.7099, prior_entropy: 0.9099, recall: 0.7099, relative_absolute_error: 0.6842, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5071, root_relative_squared_error: 1.0845, scimark_benchmark: 941.9549, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6679, f_measure: 0.673, kappa: 0.2273, kb_relative_information_score: 441.1002, mean_absolute_error: 0.3029, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6831, predictive_accuracy: 0.7056, prior_entropy: 0.9099, recall: 0.7056, relative_absolute_error: 0.6914, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5098, root_relative_squared_error: 1.0903, scimark_benchmark: 941.9549, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6677, f_measure: 0.6752, kappa: 0.2324, kb_relative_information_score: 428.0223, mean_absolute_error: 0.3075, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6825, predictive_accuracy: 0.705, prior_entropy: 0.9099, recall: 0.705, relative_absolute_error: 0.702, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5088, root_relative_squared_error: 1.0881, scimark_benchmark: 940.0055, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6546, f_measure: 0.6699, kappa: 0.2204, kb_relative_information_score: 435.1998, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.684, predictive_accuracy: 0.7062, prior_entropy: 0.9099, recall: 0.7062, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5137, root_relative_squared_error: 1.0986, scimark_benchmark: 938.3115, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5466, kb_relative_information_score: 355.4246, mean_absolute_error: 0.323, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.4584, predictive_accuracy: 0.677, prior_entropy: 0.9099, recall: 0.677, relative_absolute_error: 0.7372, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5683, root_relative_squared_error: 1.2153, scimark_benchmark: 941.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.621, f_measure: 0.6673, kappa: 0.2251, kb_relative_information_score: 305.3476, mean_absolute_error: 0.3407, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6628, predictive_accuracy: 0.6758, prior_entropy: 0.9099, recall: 0.6758, relative_absolute_error: 0.7777, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5405, root_relative_squared_error: 1.1559, scimark_benchmark: 922.8232, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7408, f_measure: 0.6957, kappa: 0.2824, kb_relative_information_score: 301.9478, mean_absolute_error: 0.3535, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6976, predictive_accuracy: 0.7155, prior_entropy: 0.9099, recall: 0.7155, relative_absolute_error: 0.8068, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4316, root_relative_squared_error: 0.9231, scimark_benchmark: 926.5859, usercpu_time_millis: 790, usercpu_time_millis_training: 790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6655, f_measure: 0.6934, kappa: 0.2758, kb_relative_information_score: 185.5539, mean_absolute_error: 0.3874, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6999, predictive_accuracy: 0.718, prior_entropy: 0.9099, recall: 0.718, relative_absolute_error: 0.8843, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4474, root_relative_squared_error: 0.9568, scimark_benchmark: 931.7994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.6713, kappa: 0.2249, kb_relative_information_score: 219.9616, mean_absolute_error: 0.381, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6934, predictive_accuracy: 0.7118, prior_entropy: 0.9099, recall: 0.7118, relative_absolute_error: 0.8697, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4667, root_relative_squared_error: 0.998, scimark_benchmark: 934.929, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6344, f_measure: 0.6474, kappa: 0.1701, kb_relative_information_score: 114.968, mean_absolute_error: 0.3942, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.642, predictive_accuracy: 0.6665, prior_entropy: 0.9099, recall: 0.6665, relative_absolute_error: 0.8998, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4692, root_relative_squared_error: 1.0035, scimark_benchmark: 906.0994, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6054, f_measure: 0.6543, kappa: 0.1907, kb_relative_information_score: 182.2962, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6488, predictive_accuracy: 0.6671, prior_entropy: 0.9099, recall: 0.6671, relative_absolute_error: 0.8621, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5022, root_relative_squared_error: 1.074, scimark_benchmark: 938.9926, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.5436, kappa: -0.0123, kb_relative_information_score: 331.376, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.457, predictive_accuracy: 0.6708, prior_entropy: 0.9099, recall: 0.6708, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.227, scimark_benchmark: 952.4682, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.5436, kappa: -0.0123, kb_relative_information_score: 331.376, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.457, predictive_accuracy: 0.6708, prior_entropy: 0.9099, recall: 0.6708, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.227, scimark_benchmark: 917.407, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 938.838, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 945.0194, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 938.838, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 946.9304, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.6837, kappa: 0.2526, kb_relative_information_score: 239.2743, mean_absolute_error: 0.3705, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6925, predictive_accuracy: 0.7124, prior_entropy: 0.9099, recall: 0.7124, relative_absolute_error: 0.8458, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4432, root_relative_squared_error: 0.9477, scimark_benchmark: 938.838, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.7112, kappa: 0.3201, kb_relative_information_score: 366.2848, mean_absolute_error: 0.334, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.7124, predictive_accuracy: 0.7273, prior_entropy: 0.9099, recall: 0.7273, relative_absolute_error: 0.7624, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4297, root_relative_squared_error: 0.9189, scimark_benchmark: 942.3809, usercpu_time_millis: 550, usercpu_time_millis_training: 550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 942.3809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6017, f_measure: 0.6744, kappa: 0.2325, kb_relative_information_score: 223.2199, mean_absolute_error: 0.3739, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6729, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.8535, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4937, root_relative_squared_error: 1.0557, scimark_benchmark: 942.3809, usercpu_time_millis: 770, usercpu_time_millis_training: 770,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.6899, kappa: 0.2673, kb_relative_information_score: 273.7152, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6974, predictive_accuracy: 0.7161, prior_entropy: 0.9099, recall: 0.7161, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4386, root_relative_squared_error: 0.9379, scimark_benchmark: 928.8135, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.6713, kappa: 0.2249, kb_relative_information_score: 219.9616, mean_absolute_error: 0.381, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6934, predictive_accuracy: 0.7118, prior_entropy: 0.9099, recall: 0.7118, relative_absolute_error: 0.8697, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4667, root_relative_squared_error: 0.998, scimark_benchmark: 936.4883, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6344, f_measure: 0.6474, kappa: 0.1701, kb_relative_information_score: 114.968, mean_absolute_error: 0.3942, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.642, predictive_accuracy: 0.6665, prior_entropy: 0.9099, recall: 0.6665, relative_absolute_error: 0.8998, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4692, root_relative_squared_error: 1.0035, scimark_benchmark: 938.5595, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.5436, kappa: -0.0123, kb_relative_information_score: 331.376, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.457, predictive_accuracy: 0.6708, prior_entropy: 0.9099, recall: 0.6708, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.227, scimark_benchmark: 1331.4944, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6873, kappa: 0.2727, kb_relative_information_score: 369.5682, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6835, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.1174, scimark_benchmark: 1327.5842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.6899, kappa: 0.2673, kb_relative_information_score: 273.7152, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6974, predictive_accuracy: 0.7161, prior_entropy: 0.9099, recall: 0.7161, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4386, root_relative_squared_error: 0.9379, scimark_benchmark: 1327.5842, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6873, kappa: 0.2727, kb_relative_information_score: 369.5682, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6835, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.1174, scimark_benchmark: 1295.609, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.5436, kappa: -0.0123, kb_relative_information_score: 331.376, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.457, predictive_accuracy: 0.6708, prior_entropy: 0.9099, recall: 0.6708, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.227, scimark_benchmark: 1325.7874, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1325.7874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6873, kappa: 0.2727, kb_relative_information_score: 369.5682, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6835, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.1174, scimark_benchmark: 1339.2472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1313.8988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 929.0363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1362.9924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6873, kappa: 0.2727, kb_relative_information_score: 369.5682, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6835, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.1174, scimark_benchmark: 1349.1517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1331.2559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1325.8468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1333.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1306.9281, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.6837, kappa: 0.2526, kb_relative_information_score: 239.2743, mean_absolute_error: 0.3705, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6925, predictive_accuracy: 0.7124, prior_entropy: 0.9099, recall: 0.7124, relative_absolute_error: 0.8458, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4432, root_relative_squared_error: 0.9477, scimark_benchmark: 1306.9281, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.6477, kappa: 0.1711, kb_relative_information_score: 113.0334, mean_absolute_error: 0.3947, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6423, predictive_accuracy: 0.6665, prior_entropy: 0.9099, recall: 0.6665, relative_absolute_error: 0.9009, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4696, root_relative_squared_error: 1.0042, scimark_benchmark: 1349.9643, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6873, kappa: 0.2727, kb_relative_information_score: 369.5682, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6835, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.1174, scimark_benchmark: 1321.8321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1313.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.7112, kappa: 0.3201, kb_relative_information_score: 366.285, mean_absolute_error: 0.334, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.7124, predictive_accuracy: 0.7273, prior_entropy: 0.9099, recall: 0.7273, relative_absolute_error: 0.7624, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4297, root_relative_squared_error: 0.9189, scimark_benchmark: 1350.4825, usercpu_time_millis: 330, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1306.9281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6873, kappa: 0.2727, kb_relative_information_score: 369.5682, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6835, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.1174, scimark_benchmark: 1333.0982, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1325.4787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1317.5857, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1333.0982, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1350.7721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6017, f_measure: 0.6744, kappa: 0.2325, kb_relative_information_score: 223.2199, mean_absolute_error: 0.3739, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6729, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.8535, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4937, root_relative_squared_error: 1.0557, scimark_benchmark: 1332.6745, usercpu_time_millis: 770, usercpu_time_millis_training: 770,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.6899, kappa: 0.2673, kb_relative_information_score: 273.7152, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6974, predictive_accuracy: 0.7161, prior_entropy: 0.9099, recall: 0.7161, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4386, root_relative_squared_error: 0.9379, scimark_benchmark: 1333.6736, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7268, f_measure: 0.7263, kappa: 0.3622, kb_relative_information_score: 429.3474, mean_absolute_error: 0.3129, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.7239, predictive_accuracy: 0.7335, prior_entropy: 0.9099, recall: 0.7335, relative_absolute_error: 0.7142, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4476, root_relative_squared_error: 0.9573, scimark_benchmark: 1343.3311, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6289, f_measure: 0.6754, kappa: 0.2417, kb_relative_information_score: 337.8531, mean_absolute_error: 0.3328, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.671, predictive_accuracy: 0.6857, prior_entropy: 0.9099, recall: 0.6857, relative_absolute_error: 0.7596, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5351, root_relative_squared_error: 1.1442, scimark_benchmark: 1321.4771, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6047, f_measure: 0.6541, kappa: 0.1905, kb_relative_information_score: 179.2847, mean_absolute_error: 0.3784, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6486, predictive_accuracy: 0.6665, prior_entropy: 0.9099, recall: 0.6665, relative_absolute_error: 0.8637, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.503, root_relative_squared_error: 1.0756, scimark_benchmark: 1253.0071, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.7029, kappa: 0.2978, kb_relative_information_score: 259.4515, mean_absolute_error: 0.3634, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.7157, predictive_accuracy: 0.7298, prior_entropy: 0.9099, recall: 0.7298, relative_absolute_error: 0.8296, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4467, root_relative_squared_error: 0.9552, scimark_benchmark: 1324.5762, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.5436, kappa: -0.0123, kb_relative_information_score: 331.376, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.457, predictive_accuracy: 0.6708, prior_entropy: 0.9099, recall: 0.6708, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.227, scimark_benchmark: 1313.8499, usercpu_time_millis: 60, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6873, kappa: 0.2727, kb_relative_information_score: 369.5682, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6835, predictive_accuracy: 0.6944, prior_entropy: 0.9099, recall: 0.6944, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.1174, scimark_benchmark: 1321.8321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.6914, kappa: 0.2779, kb_relative_information_score: 298.1569, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.688, predictive_accuracy: 0.7025, prior_entropy: 0.9099, recall: 0.7025, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0237, scimark_benchmark: 1352.9931, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.6899, kappa: 0.2673, kb_relative_information_score: 273.7152, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6974, predictive_accuracy: 0.7161, prior_entropy: 0.9099, recall: 0.7161, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4386, root_relative_squared_error: 0.9379, scimark_benchmark: 1334.9442, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.6899, kappa: 0.2673, kb_relative_information_score: 273.7152, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.6974, predictive_accuracy: 0.7161, prior_entropy: 0.9099, recall: 0.7161, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.4386, root_relative_squared_error: 0.9379, scimark_benchmark: 1360.0477, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.5436, kappa: -0.0123, kb_relative_information_score: 331.376, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4381, number_of_instances: 1610, precision: 0.457, predictive_accuracy: 0.6708, prior_entropy: 0.9099, recall: 0.6708, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.4676, root_mean_squared_error: 0.5738, root_relative_squared_error: 1.227, scimark_benchmark: 1321.8132, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,

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