OpenML
Supervised Classification on musk

Supervised Classification on musk

Task 146082 Supervised Classification musk 13306 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

13306 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6577.8085, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0029, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0171, root_relative_squared_error: 0.0475, scimark_benchmark: 1252.0433, usercpu_time_millis: 329.097, usercpu_time_millis_testing: 0.872, usercpu_time_millis_training: 328.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9492, kappa: 0.8015, kb_relative_information_score: 4703.4255, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.949, predictive_accuracy: 0.9503, prior_entropy: 0.6204, recall: 0.9503, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.5408, scimark_benchmark: 1247.1689, usercpu_time_millis: 655.264, usercpu_time_millis_testing: 5.455, usercpu_time_millis_training: 649.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9632, kappa: 0.8569, kb_relative_information_score: 5154.2691, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9631, predictive_accuracy: 0.9638, prior_entropy: 0.6204, recall: 0.9638, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.4639, scimark_benchmark: 1249.0551, usercpu_time_millis: 701.599, usercpu_time_millis_testing: 7.023, usercpu_time_millis_training: 694.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1276.1367, usercpu_time_millis: 306.628, usercpu_time_millis_testing: 0.855, usercpu_time_millis_training: 305.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6575.5631, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0037, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0169, root_relative_squared_error: 0.0469, scimark_benchmark: 1287.7093, usercpu_time_millis: 257.23, usercpu_time_millis_testing: 1.362, usercpu_time_millis_training: 255.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9822, kappa: 0.9319, kb_relative_information_score: 5836.4086, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9822, predictive_accuracy: 0.9823, prior_entropy: 0.6204, recall: 0.9823, relative_absolute_error: 0.1173, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.119, root_relative_squared_error: 0.3295, scimark_benchmark: 1281.5196, usercpu_time_millis: 353.688, usercpu_time_millis_testing: 2.979, usercpu_time_millis_training: 350.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9492, kappa: 0.8014, kb_relative_information_score: 4703.8536, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.949, predictive_accuracy: 0.9503, prior_entropy: 0.6204, recall: 0.9503, relative_absolute_error: 0.2729, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.5402, scimark_benchmark: 1280.2009, usercpu_time_millis: 700.088, usercpu_time_millis_testing: 5.874, usercpu_time_millis_training: 694.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6580.8159, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0162, root_relative_squared_error: 0.045, scimark_benchmark: 1239.8806, usercpu_time_millis: 290.363, usercpu_time_millis_testing: 0.918, usercpu_time_millis_training: 289.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1285.9036, usercpu_time_millis: 267.057, usercpu_time_millis_testing: 0.81, usercpu_time_millis_training: 266.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9986, kappa: 0.9948, kb_relative_information_score: 6533.2986, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 0.6204, recall: 0.9986, relative_absolute_error: 0.0102, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0356, root_relative_squared_error: 0.0986, scimark_benchmark: 1288.8351, usercpu_time_millis: 264.655, usercpu_time_millis_testing: 1.119, usercpu_time_millis_training: 263.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1243.6071, usercpu_time_millis: 297.092, usercpu_time_millis_testing: 0.814, usercpu_time_millis_training: 296.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9988, kappa: 0.9954, kb_relative_information_score: 6549.345, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 0.6204, recall: 0.9988, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0294, root_relative_squared_error: 0.0814, scimark_benchmark: 1260.3347, usercpu_time_millis: 289.253, usercpu_time_millis_testing: 1.47, usercpu_time_millis_training: 287.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.7034, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1256.7978, usercpu_time_millis: 261.1, usercpu_time_millis_testing: 0.788, usercpu_time_millis_training: 260.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9982, kappa: 0.993, kb_relative_information_score: 6463.6779, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9982, predictive_accuracy: 0.9982, prior_entropy: 0.6204, recall: 0.9982, relative_absolute_error: 0.0208, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0418, root_relative_squared_error: 0.1158, scimark_benchmark: 1277.2418, usercpu_time_millis: 553.602, usercpu_time_millis_testing: 4.564, usercpu_time_millis_training: 549.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1275.89, usercpu_time_millis: 337.104, usercpu_time_millis_testing: 0.998, usercpu_time_millis_training: 336.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1280.4159, usercpu_time_millis: 334.925, usercpu_time_millis_testing: 0.856, usercpu_time_millis_training: 334.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.9196, kappa: 0.6736, kb_relative_information_score: 3498.4682, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9218, predictive_accuracy: 0.925, prior_entropy: 0.6204, recall: 0.925, relative_absolute_error: 0.4408, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.6787, scimark_benchmark: 1269.0438, usercpu_time_millis: 723.316, usercpu_time_millis_testing: 8.167, usercpu_time_millis_training: 715.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6575.0147, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0161, root_relative_squared_error: 0.0445, scimark_benchmark: 1274.2549, usercpu_time_millis: 312.428, usercpu_time_millis_testing: 1.549, usercpu_time_millis_training: 310.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1254.0642, usercpu_time_millis: 293.507, usercpu_time_millis_testing: 0.803, usercpu_time_millis_training: 292.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9476, kappa: 0.7923, kb_relative_information_score: 4454.9074, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9482, predictive_accuracy: 0.9495, prior_entropy: 0.6204, recall: 0.9495, relative_absolute_error: 0.3082, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.545, scimark_benchmark: 1244.0288, usercpu_time_millis: 467.57, usercpu_time_millis_testing: 2.869, usercpu_time_millis_training: 464.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.977, kappa: 0.9106, kb_relative_information_score: 5800.2349, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.977, predictive_accuracy: 0.9773, prior_entropy: 0.6204, recall: 0.9773, relative_absolute_error: 0.118, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1262, root_relative_squared_error: 0.3496, scimark_benchmark: 1234.6055, usercpu_time_millis: 501.378, usercpu_time_millis_testing: 3.558, usercpu_time_millis_training: 497.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9478, kappa: 0.797, kb_relative_information_score: 4627.4225, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9474, predictive_accuracy: 0.9485, prior_entropy: 0.6204, recall: 0.9485, relative_absolute_error: 0.2736, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5472, scimark_benchmark: 1233.4369, usercpu_time_millis: 717.142, usercpu_time_millis_testing: 7.432, usercpu_time_millis_training: 709.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9843, kb_relative_information_score: 6420.5935, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.6204, recall: 0.9959, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0517, root_relative_squared_error: 0.1432, scimark_benchmark: 1264.8114, usercpu_time_millis: 544.305, usercpu_time_millis_testing: 3.355, usercpu_time_millis_training: 540.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.949, kappa: 0.8005, kb_relative_information_score: 4708.5246, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9487, predictive_accuracy: 0.95, prior_entropy: 0.6204, recall: 0.95, relative_absolute_error: 0.2716, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5405, scimark_benchmark: 1267.451, usercpu_time_millis: 687.691, usercpu_time_millis_testing: 5.33, usercpu_time_millis_training: 682.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.9307, kappa: 0.7211, kb_relative_information_score: 3988.7738, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9322, predictive_accuracy: 0.9345, prior_entropy: 0.6204, recall: 0.9345, relative_absolute_error: 0.3705, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.219, root_relative_squared_error: 0.6064, scimark_benchmark: 1269.5019, usercpu_time_millis: 512.469, usercpu_time_millis_testing: 3.34, usercpu_time_millis_training: 509.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9589, kappa: 0.8372, kb_relative_information_score: 4916.703, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9597, predictive_accuracy: 0.9603, prior_entropy: 0.6204, recall: 0.9603, relative_absolute_error: 0.2453, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.4837, scimark_benchmark: 1236.9758, usercpu_time_millis: 510.372, usercpu_time_millis_testing: 3.759, usercpu_time_millis_training: 506.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6547.7532, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0231, root_relative_squared_error: 0.064, scimark_benchmark: 1228.6351, usercpu_time_millis: 303.514, usercpu_time_millis_testing: 1.512, usercpu_time_millis_training: 302.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9988, kappa: 0.9954, kb_relative_information_score: 6543.8944, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 0.6204, recall: 0.9988, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0319, root_relative_squared_error: 0.0885, scimark_benchmark: 1237.9705, usercpu_time_millis: 278.711, usercpu_time_millis_testing: 1.119, usercpu_time_millis_training: 277.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9658, kappa: 0.8665, kb_relative_information_score: 5349.6842, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9658, predictive_accuracy: 0.9664, prior_entropy: 0.6204, recall: 0.9664, relative_absolute_error: 0.1839, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.436, scimark_benchmark: 1265.5539, usercpu_time_millis: 851.306, usercpu_time_millis_testing: 9.484, usercpu_time_millis_training: 841.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9983, kappa: 0.9936, kb_relative_information_score: 6527.818, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 0.6204, recall: 0.9983, relative_absolute_error: 0.0112, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0369, root_relative_squared_error: 0.1023, scimark_benchmark: 1246.2301, usercpu_time_millis: 248.282, usercpu_time_millis_testing: 1.119, usercpu_time_millis_training: 247.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9519, kappa: 0.8091, kb_relative_information_score: 4758.6365, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9526, predictive_accuracy: 0.9536, prior_entropy: 0.6204, recall: 0.9536, relative_absolute_error: 0.2775, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.187, root_relative_squared_error: 0.5179, scimark_benchmark: 1271.7224, usercpu_time_millis: 616.232, usercpu_time_millis_testing: 4.135, usercpu_time_millis_training: 612.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9994, kb_relative_information_score: 6571.6625, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.6204, recall: 0.9998, relative_absolute_error: 0.0047, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0118, root_relative_squared_error: 0.0327, scimark_benchmark: 1269.4342, usercpu_time_millis: 361.758, usercpu_time_millis_testing: 2.618, usercpu_time_millis_training: 359.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6575.0677, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0158, root_relative_squared_error: 0.0437, scimark_benchmark: 1257.3764, usercpu_time_millis: 303.464, usercpu_time_millis_testing: 1.527, usercpu_time_millis_training: 301.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9994, kb_relative_information_score: 6568.4615, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.6204, recall: 0.9998, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0129, root_relative_squared_error: 0.0357, scimark_benchmark: 1277.2403, usercpu_time_millis: 424.249, usercpu_time_millis_testing: 2.591, usercpu_time_millis_training: 421.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6548.2045, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0228, root_relative_squared_error: 0.0632, scimark_benchmark: 1267.0623, usercpu_time_millis: 296.777, usercpu_time_millis_testing: 1.54, usercpu_time_millis_training: 295.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9737, kappa: 0.8979, kb_relative_information_score: 5633.6421, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9737, predictive_accuracy: 0.9741, prior_entropy: 0.6204, recall: 0.9741, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.3787, scimark_benchmark: 1263.4203, usercpu_time_millis: 460.42, usercpu_time_millis_testing: 3.283, usercpu_time_millis_training: 457.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6536.6641, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0237, root_relative_squared_error: 0.0656, scimark_benchmark: 1281.2665, usercpu_time_millis: 441.109, usercpu_time_millis_testing: 2.716, usercpu_time_millis_training: 438.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9501, kappa: 0.8047, kb_relative_information_score: 4764.5505, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9499, predictive_accuracy: 0.9512, prior_entropy: 0.6204, recall: 0.9512, relative_absolute_error: 0.2639, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.5257, scimark_benchmark: 1272.0821, usercpu_time_millis: 742.304, usercpu_time_millis_testing: 8.128, usercpu_time_millis_training: 734.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9769, kappa: 0.9106, kb_relative_information_score: 5768.8695, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9769, predictive_accuracy: 0.9771, prior_entropy: 0.6204, recall: 0.9771, relative_absolute_error: 0.1289, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.3548, scimark_benchmark: 1254.661, usercpu_time_millis: 365.09, usercpu_time_millis_testing: 2.658, usercpu_time_millis_training: 362.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9488, kappa: 0.8, kb_relative_information_score: 4703.6034, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9485, predictive_accuracy: 0.9498, prior_entropy: 0.6204, recall: 0.9498, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5407, scimark_benchmark: 1257.7311, usercpu_time_millis: 626.632, usercpu_time_millis_testing: 6.616, usercpu_time_millis_training: 620.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9901, kappa: 0.962, kb_relative_information_score: 6143.6074, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9901, predictive_accuracy: 0.9901, prior_entropy: 0.6204, recall: 0.9901, relative_absolute_error: 0.0678, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.2455, scimark_benchmark: 1272.6951, usercpu_time_millis: 377.9, usercpu_time_millis_testing: 2.369, usercpu_time_millis_training: 375.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9469, kappa: 0.7938, kb_relative_information_score: 4592.7933, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9465, predictive_accuracy: 0.9476, prior_entropy: 0.6204, recall: 0.9476, relative_absolute_error: 0.2776, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.5522, scimark_benchmark: 1248.397, usercpu_time_millis: 727.339, usercpu_time_millis_testing: 7.643, usercpu_time_millis_training: 719.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9649, kappa: 0.8635, kb_relative_information_score: 5170.5908, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9648, predictive_accuracy: 0.9654, prior_entropy: 0.6204, recall: 0.9654, relative_absolute_error: 0.2134, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.4622, scimark_benchmark: 1286.1213, usercpu_time_millis: 931.465, usercpu_time_millis_testing: 9.342, usercpu_time_millis_training: 922.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1276.2732, usercpu_time_millis: 294.518, usercpu_time_millis_testing: 0.805, usercpu_time_millis_training: 293.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9988, kappa: 0.9954, kb_relative_information_score: 6539.5052, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 0.6204, recall: 0.9988, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0336, root_relative_squared_error: 0.0931, scimark_benchmark: 1283.8372, usercpu_time_millis: 292.833, usercpu_time_millis_testing: 1.233, usercpu_time_millis_training: 291.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9494, kappa: 0.8021, kb_relative_information_score: 4704.1053, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9491, predictive_accuracy: 0.9504, prior_entropy: 0.6204, recall: 0.9504, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5407, scimark_benchmark: 1276.8346, usercpu_time_millis: 802.608, usercpu_time_millis_testing: 8.594, usercpu_time_millis_training: 794.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9939, kappa: 0.9767, kb_relative_information_score: 6288.0684, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9939, predictive_accuracy: 0.9939, prior_entropy: 0.6204, recall: 0.9939, relative_absolute_error: 0.0481, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.2043, scimark_benchmark: 1253.8345, usercpu_time_millis: 301.543, usercpu_time_millis_testing: 2.334, usercpu_time_millis_training: 299.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1270.6167, usercpu_time_millis: 289.821, usercpu_time_millis_testing: 0.813, usercpu_time_millis_training: 289.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9488, kappa: 0.8, kb_relative_information_score: 4703.7009, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9485, predictive_accuracy: 0.9498, prior_entropy: 0.6204, recall: 0.9498, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5407, scimark_benchmark: 1269.4408, usercpu_time_millis: 703.31, usercpu_time_millis_testing: 6.028, usercpu_time_millis_training: 697.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.9197, kappa: 0.6738, kb_relative_information_score: 3497.169, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.922, predictive_accuracy: 0.9251, prior_entropy: 0.6204, recall: 0.9251, relative_absolute_error: 0.441, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.245, root_relative_squared_error: 0.6786, scimark_benchmark: 1250.4913, usercpu_time_millis: 606.416, usercpu_time_millis_testing: 6.779, usercpu_time_millis_training: 599.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9493, kappa: 0.8017, kb_relative_information_score: 4683.783, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.949, predictive_accuracy: 0.9503, prior_entropy: 0.6204, recall: 0.9503, relative_absolute_error: 0.275, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.5423, scimark_benchmark: 1285.4728, usercpu_time_millis: 687.619, usercpu_time_millis_testing: 7.011, usercpu_time_millis_training: 680.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9634, kappa: 0.8574, kb_relative_information_score: 5187.7603, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9634, predictive_accuracy: 0.9641, prior_entropy: 0.6204, recall: 0.9641, relative_absolute_error: 0.2057, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1661, root_relative_squared_error: 0.46, scimark_benchmark: 1282.1806, usercpu_time_millis: 666.228, usercpu_time_millis_testing: 7.327, usercpu_time_millis_training: 658.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9485, kappa: 0.7999, kb_relative_information_score: 4670.9572, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9482, predictive_accuracy: 0.9492, prior_entropy: 0.6204, recall: 0.9492, relative_absolute_error: 0.2676, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.5417, scimark_benchmark: 1219.5498, usercpu_time_millis: 901.506, usercpu_time_millis_testing: 10.176, usercpu_time_millis_training: 891.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9771, kappa: 0.9115, kb_relative_information_score: 5594.5835, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.977, predictive_accuracy: 0.9773, prior_entropy: 0.6204, recall: 0.9773, relative_absolute_error: 0.1476, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.361, scimark_benchmark: 1281.578, usercpu_time_millis: 443.928, usercpu_time_millis_testing: 2.93, usercpu_time_millis_training: 440.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.9199, kappa: 0.6741, kb_relative_information_score: 3514.054, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9227, predictive_accuracy: 0.9256, prior_entropy: 0.6204, recall: 0.9256, relative_absolute_error: 0.4389, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2453, root_relative_squared_error: 0.6793, scimark_benchmark: 1246.6079, usercpu_time_millis: 601.377, usercpu_time_millis_testing: 5.899, usercpu_time_millis_training: 595.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1260.4705, usercpu_time_millis: 290.107, usercpu_time_millis_testing: 0.924, usercpu_time_millis_training: 289.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9652, kappa: 0.8647, kb_relative_information_score: 5184.824, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.965, predictive_accuracy: 0.9656, prior_entropy: 0.6204, recall: 0.9656, relative_absolute_error: 0.214, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4546, scimark_benchmark: 1249.239, usercpu_time_millis: 649.94, usercpu_time_millis_testing: 7.033, usercpu_time_millis_training: 642.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9666, kappa: 0.87, kb_relative_information_score: 5157.8461, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9665, predictive_accuracy: 0.9671, prior_entropy: 0.6204, recall: 0.9671, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.4346, scimark_benchmark: 1237.7933, usercpu_time_millis: 406.178, usercpu_time_millis_testing: 3.589, usercpu_time_millis_training: 402.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9631, kappa: 0.8566, kb_relative_information_score: 5156.9293, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.963, predictive_accuracy: 0.9636, prior_entropy: 0.6204, recall: 0.9636, relative_absolute_error: 0.2134, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.4642, scimark_benchmark: 1267.989, usercpu_time_millis: 790.95, usercpu_time_millis_testing: 8.489, usercpu_time_millis_training: 782.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9944, kappa: 0.9785, kb_relative_information_score: 6320.4169, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 0.6204, recall: 0.9944, relative_absolute_error: 0.0434, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0702, root_relative_squared_error: 0.1944, scimark_benchmark: 1234.052, usercpu_time_millis: 366.7, usercpu_time_millis_testing: 2.333, usercpu_time_millis_training: 364.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.9194, kappa: 0.6725, kb_relative_information_score: 3494.2867, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9217, predictive_accuracy: 0.9248, prior_entropy: 0.6204, recall: 0.9248, relative_absolute_error: 0.4417, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.6788, scimark_benchmark: 1273.1806, usercpu_time_millis: 730.658, usercpu_time_millis_testing: 7.9, usercpu_time_millis_training: 722.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9654, kappa: 0.8652, kb_relative_information_score: 5182.9701, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9653, predictive_accuracy: 0.9659, prior_entropy: 0.6204, recall: 0.9659, relative_absolute_error: 0.2117, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.4605, scimark_benchmark: 1276.1845, usercpu_time_millis: 916.099, usercpu_time_millis_testing: 10.847, usercpu_time_millis_training: 905.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1238.9432, usercpu_time_millis: 277.94, usercpu_time_millis_testing: 0.847, usercpu_time_millis_training: 277.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6536.6523, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0237, root_relative_squared_error: 0.0656, scimark_benchmark: 1268.1087, usercpu_time_millis: 415.702, usercpu_time_millis_testing: 2.716, usercpu_time_millis_training: 412.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9324, kappa: 0.7285, kb_relative_information_score: 4045.4577, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9336, predictive_accuracy: 0.9359, prior_entropy: 0.6204, recall: 0.9359, relative_absolute_error: 0.3621, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.599, scimark_benchmark: 1284.7987, usercpu_time_millis: 521.868, usercpu_time_millis_testing: 3.207, usercpu_time_millis_training: 518.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9555, kappa: 0.8247, kb_relative_information_score: 4716.1522, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9558, predictive_accuracy: 0.9568, prior_entropy: 0.6204, recall: 0.9568, relative_absolute_error: 0.2712, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.5056, scimark_benchmark: 1279.5226, usercpu_time_millis: 455.706, usercpu_time_millis_testing: 2.904, usercpu_time_millis_training: 452.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 6543.6191, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0282, root_relative_squared_error: 0.0781, scimark_benchmark: 1265.8531, usercpu_time_millis: 288.058, usercpu_time_millis_testing: 1.697, usercpu_time_millis_training: 286.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.4622, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0157, root_relative_squared_error: 0.0434, scimark_benchmark: 1282.2705, usercpu_time_millis: 303.501, usercpu_time_millis_testing: 0.846, usercpu_time_millis_training: 302.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1243.3621, usercpu_time_millis: 251.223, usercpu_time_millis_testing: 0.742, usercpu_time_millis_training: 250.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9649, kappa: 0.8635, kb_relative_information_score: 5167.6871, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9648, predictive_accuracy: 0.9654, prior_entropy: 0.6204, recall: 0.9654, relative_absolute_error: 0.2137, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.4627, scimark_benchmark: 1285.7038, usercpu_time_millis: 820.284, usercpu_time_millis_testing: 9.215, usercpu_time_millis_training: 811.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9631, kappa: 0.8565, kb_relative_information_score: 5154.4848, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.963, predictive_accuracy: 0.9636, prior_entropy: 0.6204, recall: 0.9636, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.4642, scimark_benchmark: 1256.796, usercpu_time_millis: 674.182, usercpu_time_millis_testing: 6.668, usercpu_time_millis_training: 667.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9965, kb_relative_information_score: 6532.2935, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.6204, recall: 0.9991, relative_absolute_error: 0.0102, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0284, root_relative_squared_error: 0.0787, scimark_benchmark: 1251.0436, usercpu_time_millis: 303.887, usercpu_time_millis_testing: 1.563, usercpu_time_millis_training: 302.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6580.9368, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0161, root_relative_squared_error: 0.0447, scimark_benchmark: 1272.6042, usercpu_time_millis: 261.088, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 260.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9676, kappa: 0.874, kb_relative_information_score: 5367.9725, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9676, predictive_accuracy: 0.9682, prior_entropy: 0.6204, recall: 0.9682, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.155, root_relative_squared_error: 0.4293, scimark_benchmark: 1270.1646, usercpu_time_millis: 556.093, usercpu_time_millis_testing: 5.248, usercpu_time_millis_training: 550.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9958, kappa: 0.9838, kb_relative_information_score: 6401.2122, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 0.6204, recall: 0.9958, relative_absolute_error: 0.0307, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.1637, scimark_benchmark: 1280.3308, usercpu_time_millis: 334.917, usercpu_time_millis_testing: 1.569, usercpu_time_millis_training: 333.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9965, kb_relative_information_score: 6491.5448, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.6204, recall: 0.9991, relative_absolute_error: 0.017, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0866, scimark_benchmark: 1276.0951, usercpu_time_millis: 509.783, usercpu_time_millis_testing: 3.36, usercpu_time_millis_training: 506.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1282.4302, usercpu_time_millis: 290.661, usercpu_time_millis_testing: 0.931, usercpu_time_millis_training: 289.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 6554.5154, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.0058, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0267, root_relative_squared_error: 0.0738, scimark_benchmark: 1251.5964, usercpu_time_millis: 263.128, usercpu_time_millis_testing: 0.962, usercpu_time_millis_training: 262.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.9194, kappa: 0.6728, kb_relative_information_score: 3498.497, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9216, predictive_accuracy: 0.9248, prior_entropy: 0.6204, recall: 0.9248, relative_absolute_error: 0.4406, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.245, root_relative_squared_error: 0.6785, scimark_benchmark: 1253.1138, usercpu_time_millis: 637.708, usercpu_time_millis_testing: 6.35, usercpu_time_millis_training: 631.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.7071, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0152, root_relative_squared_error: 0.042, scimark_benchmark: 1261.4369, usercpu_time_millis: 270.081, usercpu_time_millis_testing: 0.778, usercpu_time_millis_training: 269.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9629, kappa: 0.8557, kb_relative_information_score: 5149.2882, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9628, predictive_accuracy: 0.9635, prior_entropy: 0.6204, recall: 0.9635, relative_absolute_error: 0.2149, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.4651, scimark_benchmark: 1244.4945, usercpu_time_millis: 743.551, usercpu_time_millis_testing: 8.552, usercpu_time_millis_training: 734.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9673, kappa: 0.873, kb_relative_information_score: 5308.419, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9672, predictive_accuracy: 0.9677, prior_entropy: 0.6204, recall: 0.9677, relative_absolute_error: 0.1923, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.4437, scimark_benchmark: 1248.7915, usercpu_time_millis: 681.428, usercpu_time_millis_testing: 6.028, usercpu_time_millis_training: 675.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1289.0703, usercpu_time_millis: 260.706, usercpu_time_millis_testing: 0.813, usercpu_time_millis_training: 259.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9724, kappa: 0.893, kb_relative_information_score: 5369.7508, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9723, predictive_accuracy: 0.9727, prior_entropy: 0.6204, recall: 0.9727, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.3994, scimark_benchmark: 1251.4914, usercpu_time_millis: 366.991, usercpu_time_millis_testing: 2.518, usercpu_time_millis_training: 364.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9825, kappa: 0.9328, kb_relative_information_score: 5828.5697, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9825, predictive_accuracy: 0.9826, prior_entropy: 0.6204, recall: 0.9826, relative_absolute_error: 0.1131, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.3171, scimark_benchmark: 1221.5174, usercpu_time_millis: 365.363, usercpu_time_millis_testing: 2.802, usercpu_time_millis_training: 362.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9669, kappa: 0.8712, kb_relative_information_score: 5321.8345, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9669, predictive_accuracy: 0.9674, prior_entropy: 0.6204, recall: 0.9674, relative_absolute_error: 0.1882, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.158, root_relative_squared_error: 0.4376, scimark_benchmark: 1264.6859, usercpu_time_millis: 775.415, usercpu_time_millis_testing: 8.434, usercpu_time_millis_training: 766.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9644, kappa: 0.8616, kb_relative_information_score: 5163.1642, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9644, predictive_accuracy: 0.965, prior_entropy: 0.6204, recall: 0.965, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.4577, scimark_benchmark: 1259.7438, usercpu_time_millis: 593.19, usercpu_time_millis_testing: 6.148, usercpu_time_millis_training: 587.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.9269, kappa: 0.7042, kb_relative_information_score: 3828.916, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9292, predictive_accuracy: 0.9315, prior_entropy: 0.6204, recall: 0.9315, relative_absolute_error: 0.3937, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.6274, scimark_benchmark: 1279.0485, usercpu_time_millis: 529.954, usercpu_time_millis_testing: 3.652, usercpu_time_millis_training: 526.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9519, kappa: 0.8096, kb_relative_information_score: 4791.7851, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9526, predictive_accuracy: 0.9536, prior_entropy: 0.6204, recall: 0.9536, relative_absolute_error: 0.2733, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.514, scimark_benchmark: 1260.8412, usercpu_time_millis: 528.609, usercpu_time_millis_testing: 4.365, usercpu_time_millis_training: 524.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9648, kappa: 0.8631, kb_relative_information_score: 5189.0951, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9647, predictive_accuracy: 0.9653, prior_entropy: 0.6204, recall: 0.9653, relative_absolute_error: 0.2109, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.166, root_relative_squared_error: 0.4598, scimark_benchmark: 1259.1581, usercpu_time_millis: 702.245, usercpu_time_millis_testing: 8.378, usercpu_time_millis_training: 693.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9614, kappa: 0.849, kb_relative_information_score: 5011.2022, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9615, predictive_accuracy: 0.9623, prior_entropy: 0.6204, recall: 0.9623, relative_absolute_error: 0.2289, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.4594, scimark_benchmark: 1266.0082, usercpu_time_millis: 427.503, usercpu_time_millis_testing: 2.966, usercpu_time_millis_training: 424.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9784, kappa: 0.9161, kb_relative_information_score: 5854.9009, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9784, predictive_accuracy: 0.9786, prior_entropy: 0.6204, recall: 0.9786, relative_absolute_error: 0.1087, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.121, root_relative_squared_error: 0.3352, scimark_benchmark: 1271.2568, usercpu_time_millis: 626.87, usercpu_time_millis_testing: 4.053, usercpu_time_millis_training: 622.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9995, kappa: 0.9983, kb_relative_information_score: 6547.7532, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.6204, recall: 0.9995, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0231, root_relative_squared_error: 0.064, scimark_benchmark: 1255.9391, usercpu_time_millis: 275.995, usercpu_time_millis_testing: 1.5, usercpu_time_millis_training: 274.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9649, kappa: 0.8635, kb_relative_information_score: 5173.4153, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9648, predictive_accuracy: 0.9654, prior_entropy: 0.6204, recall: 0.9654, relative_absolute_error: 0.2129, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.4618, scimark_benchmark: 1286.5236, usercpu_time_millis: 892.434, usercpu_time_millis_testing: 9.079, usercpu_time_millis_training: 883.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9744, kappa: 0.901, kb_relative_information_score: 5672.7224, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9744, predictive_accuracy: 0.9747, prior_entropy: 0.6204, recall: 0.9747, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1359, root_relative_squared_error: 0.3765, scimark_benchmark: 1265.713, usercpu_time_millis: 354.847, usercpu_time_millis_testing: 2.864, usercpu_time_millis_training: 351.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6576.3018, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.004, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0086, root_relative_squared_error: 0.0239, scimark_benchmark: 1263.367, usercpu_time_millis: 341.055, usercpu_time_millis_testing: 3.003, usercpu_time_millis_training: 338.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6575.2468, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0037, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0168, root_relative_squared_error: 0.0465, scimark_benchmark: 1266.2264, usercpu_time_millis: 209.538, usercpu_time_millis_testing: 1.416, usercpu_time_millis_training: 208.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9982, kappa: 0.993, kb_relative_information_score: 6507.7224, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9982, predictive_accuracy: 0.9982, prior_entropy: 0.6204, recall: 0.9982, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0409, root_relative_squared_error: 0.1132, scimark_benchmark: 1256.4939, usercpu_time_millis: 281.486, usercpu_time_millis_testing: 1.405, usercpu_time_millis_training: 280.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1265.6207, usercpu_time_millis: 260.68, usercpu_time_millis_testing: 0.767, usercpu_time_millis_training: 259.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.9195, kappa: 0.6733, kb_relative_information_score: 3496.0116, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9218, predictive_accuracy: 0.925, prior_entropy: 0.6204, recall: 0.925, relative_absolute_error: 0.4415, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.245, root_relative_squared_error: 0.6786, scimark_benchmark: 1262.2444, usercpu_time_millis: 597.55, usercpu_time_millis_testing: 4.807, usercpu_time_millis_training: 592.743,

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