Task
Supervised Classification on prnn_fglass

Supervised Classification on prnn_fglass

Task 3815 Supervised Classification prnn_fglass 450 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • study_1 study_107 study_123 study_41 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

450 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 974.2014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.6595, kappa: 0.5565, kb_relative_information_score: 122.5153, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6595, predictive_accuracy: 0.6776, prior_entropy: 2.1997, recall: 0.6776, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.7823, scimark_benchmark: 936.3373, usercpu_time_millis: 140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.7831, kappa: 0.7105, kb_relative_information_score: 137.0294, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7841, predictive_accuracy: 0.7897, prior_entropy: 2.1997, recall: 0.7897, relative_absolute_error: 0.4716, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.6491, scimark_benchmark: 974.2014, usercpu_time_millis: 100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.6941, kappa: 0.5864, kb_relative_information_score: 123.3457, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6978, predictive_accuracy: 0.6963, prior_entropy: 2.1997, recall: 0.6963, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.7966, scimark_benchmark: 819.5729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.6735, kappa: 0.5677, kb_relative_information_score: 121.9321, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6692, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.5278, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.8102, scimark_benchmark: 944.0133, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 932.438, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 930.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 933.3455, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 941.4991, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 932.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.6595, kappa: 0.5565, kb_relative_information_score: 122.5153, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6595, predictive_accuracy: 0.6776, prior_entropy: 2.1997, recall: 0.6776, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.7823, scimark_benchmark: 934.695, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.7831, kappa: 0.7105, kb_relative_information_score: 137.0294, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7841, predictive_accuracy: 0.7897, prior_entropy: 2.1997, recall: 0.7897, relative_absolute_error: 0.4716, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.6491, scimark_benchmark: 936.3213, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.756, kappa: 0.6711, kb_relative_information_score: 131.7582, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.76, predictive_accuracy: 0.7617, prior_entropy: 2.1997, recall: 0.7617, relative_absolute_error: 0.506, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.6668, scimark_benchmark: 936.3373, usercpu_time_millis: 1130, usercpu_time_millis_testing: 330, usercpu_time_millis_training: 800,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.7766, kappa: 0.7038, kb_relative_information_score: 132.4064, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7766, predictive_accuracy: 0.785, prior_entropy: 2.1997, recall: 0.785, relative_absolute_error: 0.5045, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.6679, scimark_benchmark: 935.5664, usercpu_time_millis: 490, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.7468, kappa: 0.6593, kb_relative_information_score: 129.4081, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7483, predictive_accuracy: 0.7523, prior_entropy: 2.1997, recall: 0.7523, relative_absolute_error: 0.5174, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2396, root_relative_squared_error: 0.6837, scimark_benchmark: 910.2405, usercpu_time_millis: 260, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.7606, kappa: 0.6781, kb_relative_information_score: 131.9377, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7637, predictive_accuracy: 0.7664, prior_entropy: 2.1997, recall: 0.7664, relative_absolute_error: 0.5025, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.6843, scimark_benchmark: 924.2305, usercpu_time_millis: 130, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.7415, kappa: 0.6592, kb_relative_information_score: 129.2743, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7434, predictive_accuracy: 0.7523, prior_entropy: 2.1997, recall: 0.7523, relative_absolute_error: 0.516, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2473, root_relative_squared_error: 0.7058, scimark_benchmark: 936.7184, usercpu_time_millis: 110, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4704, f_measure: 0.1861, kb_relative_information_score: 0.2114, mean_absolute_error: 0.2466, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.1261, predictive_accuracy: 0.3551, prior_entropy: 2.1997, recall: 0.3551, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3505, root_relative_squared_error: 1.0003, scimark_benchmark: 936.1714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6583, f_measure: 0.2836, kappa: 0.2411, kb_relative_information_score: 59.6035, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.2074, predictive_accuracy: 0.4486, prior_entropy: 2.1997, recall: 0.4486, relative_absolute_error: 0.8638, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.9335, scimark_benchmark: 926.5859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6583, f_measure: 0.2836, kappa: 0.2411, kb_relative_information_score: 59.6035, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.2074, predictive_accuracy: 0.4486, prior_entropy: 2.1997, recall: 0.4486, relative_absolute_error: 0.8638, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.9335, scimark_benchmark: 936.1714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6583, f_measure: 0.2836, kappa: 0.2411, kb_relative_information_score: 59.6035, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.2074, predictive_accuracy: 0.4486, prior_entropy: 2.1997, recall: 0.4486, relative_absolute_error: 0.8638, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.9335, scimark_benchmark: 936.1714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6583, f_measure: 0.2836, kappa: 0.2411, kb_relative_information_score: 59.6035, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.2074, predictive_accuracy: 0.4486, prior_entropy: 2.1997, recall: 0.4486, relative_absolute_error: 0.8638, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.9335, scimark_benchmark: 940.0055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6583, f_measure: 0.2836, kappa: 0.2411, kb_relative_information_score: 59.6035, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.2074, predictive_accuracy: 0.4486, prior_entropy: 2.1997, recall: 0.4486, relative_absolute_error: 0.8638, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.9335, scimark_benchmark: 941.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1861, kb_relative_information_score: 29.8629, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.1261, predictive_accuracy: 0.3551, prior_entropy: 2.1997, recall: 0.3551, relative_absolute_error: 0.8722, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.4636, root_relative_squared_error: 1.323, scimark_benchmark: 941.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.7372, kappa: 0.649, kb_relative_information_score: 132.3152, mean_absolute_error: 0.119, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7384, predictive_accuracy: 0.743, prior_entropy: 2.1997, recall: 0.743, relative_absolute_error: 0.4828, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2456, root_relative_squared_error: 0.7008, scimark_benchmark: 942.6192, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.7601, kappa: 0.6769, kb_relative_information_score: 130.9137, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7664, predictive_accuracy: 0.7617, prior_entropy: 2.1997, recall: 0.7617, relative_absolute_error: 0.4997, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2385, root_relative_squared_error: 0.6805, scimark_benchmark: 923.7471, usercpu_time_millis: 320, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7613, f_measure: 0.4852, kappa: 0.3472, kb_relative_information_score: 48.1479, mean_absolute_error: 0.2177, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.4423, predictive_accuracy: 0.5421, prior_entropy: 2.1997, recall: 0.5421, relative_absolute_error: 0.8832, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.9206, scimark_benchmark: 931.7994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.6941, kappa: 0.5864, kb_relative_information_score: 123.3457, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6978, predictive_accuracy: 0.6963, prior_entropy: 2.1997, recall: 0.6963, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.7966, scimark_benchmark: 907.1091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.6735, kappa: 0.5677, kb_relative_information_score: 121.9321, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6692, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.5278, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.8102, scimark_benchmark: 933.5515, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 949.7766, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.691, kappa: 0.6104, kb_relative_information_score: 131.1988, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6865, predictive_accuracy: 0.715, prior_entropy: 2.1997, recall: 0.715, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.7548, scimark_benchmark: 922.5036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 922.5036, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 922.5036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 935.627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 946.9304, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 942.3809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.6595, kappa: 0.5565, kb_relative_information_score: 122.5153, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6595, predictive_accuracy: 0.6776, prior_entropy: 2.1997, recall: 0.6776, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.7823, scimark_benchmark: 946.9304, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.7831, kappa: 0.7105, kb_relative_information_score: 137.0294, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7841, predictive_accuracy: 0.7897, prior_entropy: 2.1997, recall: 0.7897, relative_absolute_error: 0.4716, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.6491, scimark_benchmark: 946.9304, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.6941, kappa: 0.5864, kb_relative_information_score: 123.3457, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6978, predictive_accuracy: 0.6963, prior_entropy: 2.1997, recall: 0.6963, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.7966, scimark_benchmark: 936.4883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1322.6191, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1322.0065, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1322.0065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.691, kappa: 0.6104, kb_relative_information_score: 131.1988, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6865, predictive_accuracy: 0.715, prior_entropy: 2.1997, recall: 0.715, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.7548, scimark_benchmark: 1295.609, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1318.6467, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1342.8632, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.691, kappa: 0.6104, kb_relative_information_score: 131.1988, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6865, predictive_accuracy: 0.715, prior_entropy: 2.1997, recall: 0.715, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.7548, scimark_benchmark: 1332.9478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.6941, kappa: 0.5864, kb_relative_information_score: 123.3457, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6978, predictive_accuracy: 0.6963, prior_entropy: 2.1997, recall: 0.6963, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.7966, scimark_benchmark: 1324.9519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1362.9924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1313.8988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1313.8988, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1336.0954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.7831, kappa: 0.7105, kb_relative_information_score: 137.0294, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7841, predictive_accuracy: 0.7897, prior_entropy: 2.1997, recall: 0.7897, relative_absolute_error: 0.4716, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.6491, scimark_benchmark: 1336.0954, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1346.2927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1303.5632, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.691, kappa: 0.6104, kb_relative_information_score: 131.1988, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6865, predictive_accuracy: 0.715, prior_entropy: 2.1997, recall: 0.715, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.7548, scimark_benchmark: 1331.2559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1340.5125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1393.8432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1331.7953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.6595, kappa: 0.5565, kb_relative_information_score: 122.5153, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6595, predictive_accuracy: 0.6776, prior_entropy: 2.1997, recall: 0.6776, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.7823, scimark_benchmark: 1331.7953, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.6941, kappa: 0.5864, kb_relative_information_score: 123.3457, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6978, predictive_accuracy: 0.6963, prior_entropy: 2.1997, recall: 0.6963, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.7966, scimark_benchmark: 1342.8584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1342.8584, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1324.8408, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.691, kappa: 0.6104, kb_relative_information_score: 131.1988, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6865, predictive_accuracy: 0.715, prior_entropy: 2.1997, recall: 0.715, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.7548, scimark_benchmark: 1346.2927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1324.8408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1324.8408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1324.7884, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1393.8432, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.691, kappa: 0.6104, kb_relative_information_score: 131.1988, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6865, predictive_accuracy: 0.715, prior_entropy: 2.1997, recall: 0.715, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.7548, scimark_benchmark: 1310.3168, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1350.2591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1350.2591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1310.6554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1324.6442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.6941, kappa: 0.5864, kb_relative_information_score: 123.3457, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6978, predictive_accuracy: 0.6963, prior_entropy: 2.1997, recall: 0.6963, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.7966, scimark_benchmark: 1343.7262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.6735, kappa: 0.5677, kb_relative_information_score: 121.9321, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6692, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.5278, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.8102, scimark_benchmark: 1322.1893, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1342.8584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1316.5668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1347.1763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1316.5668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1342.8584, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1332.1612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.6595, kappa: 0.5565, kb_relative_information_score: 122.5153, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6595, predictive_accuracy: 0.6776, prior_entropy: 2.1997, recall: 0.6776, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.7823, scimark_benchmark: 1343.3311, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.691, kappa: 0.6104, kb_relative_information_score: 131.1988, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6865, predictive_accuracy: 0.715, prior_entropy: 2.1997, recall: 0.715, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.7548, scimark_benchmark: 1313.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1346.4374, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1313.11, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1309.2287, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1332.7986, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1324.6442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.6595, kappa: 0.5565, kb_relative_information_score: 122.5153, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6595, predictive_accuracy: 0.6776, prior_entropy: 2.1997, recall: 0.6776, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.7823, scimark_benchmark: 1358.6198, usercpu_time_millis: 120, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.7831, kappa: 0.7105, kb_relative_information_score: 137.0294, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7841, predictive_accuracy: 0.7897, prior_entropy: 2.1997, recall: 0.7897, relative_absolute_error: 0.4716, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.6491, scimark_benchmark: 1367.3264, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.6735, kappa: 0.5677, kb_relative_information_score: 121.9321, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6692, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.5278, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.8102, scimark_benchmark: 1344.0499, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1330.4755, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.691, kappa: 0.6104, kb_relative_information_score: 131.1988, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6865, predictive_accuracy: 0.715, prior_entropy: 2.1997, recall: 0.715, relative_absolute_error: 0.4768, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.7548, scimark_benchmark: 1345.0202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.738, kappa: 0.6542, kb_relative_information_score: 131.2783, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7387, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.7411, scimark_benchmark: 1314.1215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7218, kappa: 0.6494, kb_relative_information_score: 121.1616, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.7801, predictive_accuracy: 0.7477, prior_entropy: 2.1997, recall: 0.7477, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.7349, scimark_benchmark: 1337.7902, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.6941, kappa: 0.5864, kb_relative_information_score: 123.3457, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6978, predictive_accuracy: 0.6963, prior_entropy: 2.1997, recall: 0.6963, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.7966, scimark_benchmark: 1344.0499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.6735, kappa: 0.5677, kb_relative_information_score: 121.9321, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6692, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.5278, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.8102, scimark_benchmark: 1299.6719, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1321.4771, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7686, f_measure: 0.6506, kappa: 0.5507, kb_relative_information_score: 118.9004, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6325, predictive_accuracy: 0.6822, prior_entropy: 2.1997, recall: 0.6822, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9287, scimark_benchmark: 1325.6322, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.6595, kappa: 0.5565, kb_relative_information_score: 122.5153, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6595, predictive_accuracy: 0.6776, prior_entropy: 2.1997, recall: 0.6776, relative_absolute_error: 0.5056, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.7823, scimark_benchmark: 1348.2804, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,

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