Task
Supervised Classification on segment

Supervised Classification on segment

Task 1800 Supervised Classification segment 311 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

311 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9541, kappa: 0.9465, kb_relative_information_score: 10995.7669, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9541, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.2928, scimark_benchmark: 918.0213, usercpu_time_millis: 70, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9554, kappa: 0.948, kb_relative_information_score: 10802.5714, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9557, predictive_accuracy: 0.9554, prior_entropy: 2.8074, recall: 0.9554, relative_absolute_error: 0.1003, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1002, root_relative_squared_error: 0.2865, scimark_benchmark: 918.0213, usercpu_time_millis: 310, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9272, kappa: 0.9153, kb_relative_information_score: 10630.328, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9273, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.3722, scimark_benchmark: 1371.9645, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9272, kappa: 0.9153, kb_relative_information_score: 10630.328, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9273, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.3722, scimark_benchmark: 1335.2029, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9541, kappa: 0.9465, kb_relative_information_score: 10995.7669, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9541, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.2928, scimark_benchmark: 1345.7204, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9541, kappa: 0.9465, kb_relative_information_score: 10995.7669, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9541, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.2928, scimark_benchmark: 1345.7204, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9272, kappa: 0.9153, kb_relative_information_score: 10630.328, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9273, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.3722, scimark_benchmark: 933.1165, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.715, f_measure: 0.5497, kappa: 0.43, kb_relative_information_score: 5459.9741, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.7159, predictive_accuracy: 0.5114, prior_entropy: 2.8074, recall: 0.5114, relative_absolute_error: 0.57, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3736, root_relative_squared_error: 1.0677, scimark_benchmark: 1315.933, usercpu_time_millis: 5050, usercpu_time_millis_testing: 1930, usercpu_time_millis_training: 3120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9541, kappa: 0.9465, kb_relative_information_score: 10995.7669, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9541, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.2928, scimark_benchmark: 1350.073, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9541, kappa: 0.9465, kb_relative_information_score: 10995.7669, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9541, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.2928, scimark_benchmark: 1354.3488, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.715, f_measure: 0.5497, kappa: 0.43, kb_relative_information_score: 5459.9741, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.7159, predictive_accuracy: 0.5114, prior_entropy: 2.8074, recall: 0.5114, relative_absolute_error: 0.57, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3736, root_relative_squared_error: 1.0677, scimark_benchmark: 1335.643, usercpu_time_millis: 4730, usercpu_time_millis_testing: 1870, usercpu_time_millis_training: 2860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9027, kappa: 0.8869, kb_relative_information_score: 10384.2871, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9026, predictive_accuracy: 0.903, prior_entropy: 2.8074, recall: 0.903, relative_absolute_error: 0.1196, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.153, root_relative_squared_error: 0.4374, scimark_benchmark: 933.1165, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9541, kappa: 0.9465, kb_relative_information_score: 10995.7669, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9541, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.2928, scimark_benchmark: 933.1165, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9272, kappa: 0.9153, kb_relative_information_score: 10630.328, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9273, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.3722, scimark_benchmark: 1345.7204, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9539, kappa: 0.9465, kb_relative_information_score: 10958.8643, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9538, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0624, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.3123, scimark_benchmark: 1346.3935, usercpu_time_millis: 970, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.919, kappa: 0.9055, kb_relative_information_score: 10234.9288, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9194, predictive_accuracy: 0.919, prior_entropy: 2.8074, recall: 0.919, relative_absolute_error: 0.1662, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.132, root_relative_squared_error: 0.3773, scimark_benchmark: 1337.446, usercpu_time_millis: 1140, usercpu_time_millis_training: 1140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.959, kappa: 0.9522, kb_relative_information_score: 11032.3844, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9591, predictive_accuracy: 0.959, prior_entropy: 2.8074, recall: 0.959, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.2821, scimark_benchmark: 889.3151, usercpu_time_millis: 13870, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 13860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.956, kappa: 0.9488, kb_relative_information_score: 10978.0761, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9562, predictive_accuracy: 0.9561, prior_entropy: 2.8074, recall: 0.9561, relative_absolute_error: 0.0579, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3089, scimark_benchmark: 1123.855, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9667, kappa: 0.9611, kb_relative_information_score: 11120.903, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9668, predictive_accuracy: 0.9667, prior_entropy: 2.8074, recall: 0.9667, relative_absolute_error: 0.0498, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.2456, scimark_benchmark: 1309.4998, usercpu_time_millis: 1940, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1930,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9272, kappa: 0.9153, kb_relative_information_score: 10630.328, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9273, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.3722, scimark_benchmark: 922.1419, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9114, kappa: 0.8967, kb_relative_information_score: 10450.6575, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9128, predictive_accuracy: 0.9114, prior_entropy: 2.8074, recall: 0.9114, relative_absolute_error: 0.1064, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.4385, scimark_benchmark: 1324.5988, usercpu_time_millis: 8140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 8130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9695, kappa: 0.9643, kb_relative_information_score: 11171.9931, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9695, predictive_accuracy: 0.9694, prior_entropy: 2.8074, recall: 0.9694, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2411, scimark_benchmark: 1327.3684, usercpu_time_millis: 3630, usercpu_time_millis_training: 3630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.958, kappa: 0.9509, kb_relative_information_score: 11008.5646, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9582, predictive_accuracy: 0.9579, prior_entropy: 2.8074, recall: 0.9579, relative_absolute_error: 0.0605, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.2875, scimark_benchmark: 1064.8317, usercpu_time_millis: 1920, usercpu_time_millis_training: 1920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9573, kappa: 0.9501, kb_relative_information_score: 10486.2268, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9578, predictive_accuracy: 0.9572, prior_entropy: 2.8074, recall: 0.9572, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.3107, scimark_benchmark: 1413.089, usercpu_time_millis: 610, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 570,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9591, kappa: 0.9523, kb_relative_information_score: 11040.6092, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9591, predictive_accuracy: 0.9591, prior_entropy: 2.8074, recall: 0.9591, relative_absolute_error: 0.0477, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3088, scimark_benchmark: 1327.3602, usercpu_time_millis: 1620, usercpu_time_millis_testing: 1620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9462, kappa: 0.9377, kb_relative_information_score: 10884.1226, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9464, predictive_accuracy: 0.9466, prior_entropy: 2.8074, recall: 0.9466, relative_absolute_error: 0.0623, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1235, root_relative_squared_error: 0.3531, scimark_benchmark: 1284.2094, usercpu_time_millis: 4190, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 4170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.776, f_measure: 0.197, kappa: 0.1662, kb_relative_information_score: 3580.1611, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.1868, predictive_accuracy: 0.2853, prior_entropy: 2.8074, recall: 0.2853, relative_absolute_error: 0.8491, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9223, scimark_benchmark: 1327.9121, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9336, kappa: 0.9223, kb_relative_information_score: 10621.8647, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.934, predictive_accuracy: 0.9334, prior_entropy: 2.8074, recall: 0.9334, relative_absolute_error: 0.0979, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1313, root_relative_squared_error: 0.3753, scimark_benchmark: 1301.2156, usercpu_time_millis: 420, usercpu_time_millis_training: 420,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9584, kappa: 0.9513, kb_relative_information_score: 10504.2761, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9589, predictive_accuracy: 0.9583, prior_entropy: 2.8074, recall: 0.9583, relative_absolute_error: 0.1553, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.3038, scimark_benchmark: 1334.4761, usercpu_time_millis: 2440, usercpu_time_millis_testing: 240, usercpu_time_millis_training: 2200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.715, f_measure: 0.5497, kappa: 0.43, kb_relative_information_score: 5459.9741, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.7159, predictive_accuracy: 0.5114, prior_entropy: 2.8074, recall: 0.5114, relative_absolute_error: 0.57, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3736, root_relative_squared_error: 1.0677, scimark_benchmark: 1227.9507, usercpu_time_millis: 6560, usercpu_time_millis_testing: 3490, usercpu_time_millis_training: 3070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9541, kappa: 0.9465, kb_relative_information_score: 10995.7669, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9541, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.2928, scimark_benchmark: 891.9953, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.8892, kappa: 0.871, kb_relative_information_score: 10136.3154, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.889, predictive_accuracy: 0.8894, prior_entropy: 2.8074, recall: 0.8894, relative_absolute_error: 0.1411, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.17, root_relative_squared_error: 0.4859, scimark_benchmark: 1353.3179, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.8892, kappa: 0.871, kb_relative_information_score: 10136.3154, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.889, predictive_accuracy: 0.8894, prior_entropy: 2.8074, recall: 0.8894, relative_absolute_error: 0.1411, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.17, root_relative_squared_error: 0.4859, scimark_benchmark: 1386.5717, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9272, kappa: 0.9153, kb_relative_information_score: 10630.328, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9273, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.3722, scimark_benchmark: 1334.8495, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.7801, kappa: 0.7666, kb_relative_information_score: 9113.3262, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.8177, predictive_accuracy: 0.7999, prior_entropy: 2.8074, recall: 0.7999, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2287, root_relative_squared_error: 0.6536, scimark_benchmark: 1341.994, usercpu_time_millis: 120, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.7813, kappa: 0.7678, kb_relative_information_score: 9125.8595, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.8189, predictive_accuracy: 0.801, prior_entropy: 2.8074, recall: 0.801, relative_absolute_error: 0.2348, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.652, scimark_benchmark: 922.1419, usercpu_time_millis: 90, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9579, f_measure: 0.7296, kappa: 0.7116, kb_relative_information_score: 6870.3533, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.7409, predictive_accuracy: 0.7528, prior_entropy: 2.8074, recall: 0.7528, relative_absolute_error: 0.5973, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2425, root_relative_squared_error: 0.6929, scimark_benchmark: 932.0242, usercpu_time_millis: 220, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9498, kappa: 0.9413, kb_relative_information_score: 10895.7521, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.95, predictive_accuracy: 0.9497, prior_entropy: 2.8074, recall: 0.9497, relative_absolute_error: 0.0759, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1084, root_relative_squared_error: 0.3097, scimark_benchmark: 1358.4523, usercpu_time_millis: 6500, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 6480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9611, kappa: 0.9546, kb_relative_information_score: 11080.4493, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9611, predictive_accuracy: 0.9611, prior_entropy: 2.8074, recall: 0.9611, relative_absolute_error: 0.0501, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.2727, scimark_benchmark: 986.8456, usercpu_time_millis: 104450, usercpu_time_millis_testing: 104450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9591, kappa: 0.9523, kb_relative_information_score: 11012.0241, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9591, predictive_accuracy: 0.9591, prior_entropy: 2.8074, recall: 0.9591, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.3079, scimark_benchmark: 1419.2433, usercpu_time_millis: 290, usercpu_time_millis_testing: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8716, kappa: 0.8453, kb_relative_information_score: 8116.958, mean_absolute_error: 0.1012, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.8926, predictive_accuracy: 0.8674, prior_entropy: 2.8074, recall: 0.8674, relative_absolute_error: 0.4131, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.5388, scimark_benchmark: 1329.0992, usercpu_time_millis: 370, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9476, kappa: 0.9388, kb_relative_information_score: 10830.1592, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9479, predictive_accuracy: 0.9475, prior_entropy: 2.8074, recall: 0.9475, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.3339, scimark_benchmark: 1307.2114, usercpu_time_millis: 340, usercpu_time_millis_training: 340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.9133, kappa: 0.8987, kb_relative_information_score: 10467.5446, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9136, predictive_accuracy: 0.9132, prior_entropy: 2.8074, recall: 0.9132, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.4501, scimark_benchmark: 1326.6647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.919, kappa: 0.9055, kb_relative_information_score: 10234.9288, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9194, predictive_accuracy: 0.919, prior_entropy: 2.8074, recall: 0.919, relative_absolute_error: 0.1662, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.132, root_relative_squared_error: 0.3773, scimark_benchmark: 1351.3295, usercpu_time_millis: 1100, usercpu_time_millis_training: 1100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9535, kappa: 0.9457, kb_relative_information_score: 10823.0111, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9536, predictive_accuracy: 0.9534, prior_entropy: 2.8074, recall: 0.9534, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1009, root_relative_squared_error: 0.2884, scimark_benchmark: 1334.9446, usercpu_time_millis: 490, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9582, kappa: 0.9511, kb_relative_information_score: 10816.9129, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9586, predictive_accuracy: 0.9581, prior_entropy: 2.8074, recall: 0.9581, relative_absolute_error: 0.1001, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.097, root_relative_squared_error: 0.2771, scimark_benchmark: 1341.8761, usercpu_time_millis: 2440, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 2350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.956, kappa: 0.9486, kb_relative_information_score: 10810.2639, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9565, predictive_accuracy: 0.9559, prior_entropy: 2.8074, recall: 0.9559, relative_absolute_error: 0.1008, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.2795, scimark_benchmark: 1321.6786, usercpu_time_millis: 690, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9027, kappa: 0.8869, kb_relative_information_score: 10384.2871, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9026, predictive_accuracy: 0.903, prior_entropy: 2.8074, recall: 0.903, relative_absolute_error: 0.1196, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.153, root_relative_squared_error: 0.4374, scimark_benchmark: 918.0213, usercpu_time_millis: 60, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.7447, kappa: 0.7374, kb_relative_information_score: 5960.6027, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.7934, predictive_accuracy: 0.7749, prior_entropy: 2.8074, recall: 0.7749, relative_absolute_error: 0.6302, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7236, scimark_benchmark: 1339.4189, usercpu_time_millis: 30, usercpu_time_millis_testing: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0357, kb_relative_information_score: -0.001, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.0204, predictive_accuracy: 0.1429, prior_entropy: 2.8074, recall: 0.1429, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, scimark_benchmark: 932.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.7503, kappa: 0.7224, kb_relative_information_score: 2001.3999, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.8443, predictive_accuracy: 0.7621, prior_entropy: 2.8074, recall: 0.7621, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.9372, scimark_benchmark: 916.6405, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, f_measure: 0.178, kappa: 0.166, kb_relative_information_score: 3571.1403, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.1517, predictive_accuracy: 0.2851, prior_entropy: 2.8074, recall: 0.2851, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9225, scimark_benchmark: 912.7324, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.7807, kappa: 0.7632, kb_relative_information_score: 9060.8868, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.8125, predictive_accuracy: 0.7971, prior_entropy: 2.8074, recall: 0.7971, relative_absolute_error: 0.2406, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.6626, scimark_benchmark: 899.5042, usercpu_time_millis: 170, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9591, kappa: 0.9521, kb_relative_information_score: 10499.7971, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9596, predictive_accuracy: 0.959, prior_entropy: 2.8074, recall: 0.959, relative_absolute_error: 0.1557, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1071, root_relative_squared_error: 0.3059, scimark_benchmark: 860.584, usercpu_time_millis: 1470, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 1300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9552, kappa: 0.9477, kb_relative_information_score: 10480.7796, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9557, predictive_accuracy: 0.9552, prior_entropy: 2.8074, recall: 0.9552, relative_absolute_error: 0.1571, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.11, root_relative_squared_error: 0.3144, scimark_benchmark: 1301.9956, usercpu_time_millis: 290, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9508, kappa: 0.9426, kb_relative_information_score: 10477.9754, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9512, predictive_accuracy: 0.9508, prior_entropy: 2.8074, recall: 0.9508, relative_absolute_error: 0.1559, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1118, root_relative_squared_error: 0.3196, scimark_benchmark: 942.6843, usercpu_time_millis: 180, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9618, kappa: 0.9554, kb_relative_information_score: 11018.3076, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9619, predictive_accuracy: 0.9617, prior_entropy: 2.8074, recall: 0.9617, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.259, scimark_benchmark: 940.0008, usercpu_time_millis: 1180, usercpu_time_millis_training: 1180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9581, kappa: 0.951, kb_relative_information_score: 10817.4874, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9585, predictive_accuracy: 0.958, prior_entropy: 2.8074, recall: 0.958, relative_absolute_error: 0.1001, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.097, root_relative_squared_error: 0.2771, scimark_benchmark: 938.9967, usercpu_time_millis: 1710, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 1660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9571, kappa: 0.9499, kb_relative_information_score: 10806.441, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9575, predictive_accuracy: 0.9571, prior_entropy: 2.8074, recall: 0.9571, relative_absolute_error: 0.1007, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.2821, scimark_benchmark: 933.3136, usercpu_time_millis: 420, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9554, kappa: 0.948, kb_relative_information_score: 10802.5714, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9557, predictive_accuracy: 0.9554, prior_entropy: 2.8074, recall: 0.9554, relative_absolute_error: 0.1003, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1002, root_relative_squared_error: 0.2865, scimark_benchmark: 929.0363, usercpu_time_millis: 210, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9599, kappa: 0.9532, kb_relative_information_score: 11012.6359, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.96, predictive_accuracy: 0.9599, prior_entropy: 2.8074, recall: 0.9599, relative_absolute_error: 0.0553, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1032, root_relative_squared_error: 0.295, scimark_benchmark: 939.9176, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, f_measure: 0.178, kappa: 0.166, kb_relative_information_score: 3571.1403, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.1517, predictive_accuracy: 0.2851, prior_entropy: 2.8074, recall: 0.2851, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9225, scimark_benchmark: 918.6005, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, f_measure: 0.178, kappa: 0.166, kb_relative_information_score: 3571.1403, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.1517, predictive_accuracy: 0.2851, prior_entropy: 2.8074, recall: 0.2851, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9225, scimark_benchmark: 1280.6952, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, f_measure: 0.178, kappa: 0.166, kb_relative_information_score: 3571.1403, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.1517, predictive_accuracy: 0.2851, prior_entropy: 2.8074, recall: 0.2851, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9225, scimark_benchmark: 1372.2145, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, f_measure: 0.178, kappa: 0.166, kb_relative_information_score: 3571.1403, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.1517, predictive_accuracy: 0.2851, prior_entropy: 2.8074, recall: 0.2851, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9225, scimark_benchmark: 889.3151, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, f_measure: 0.178, kappa: 0.166, kb_relative_information_score: 3571.1403, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.1517, predictive_accuracy: 0.2851, prior_entropy: 2.8074, recall: 0.2851, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9225, scimark_benchmark: 876.0664, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9423, kappa: 0.933, kb_relative_information_score: 10816.785, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9429, predictive_accuracy: 0.9426, prior_entropy: 2.8074, recall: 0.9426, relative_absolute_error: 0.0905, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.109, root_relative_squared_error: 0.3116, scimark_benchmark: 924.3698, usercpu_time_millis: 860, usercpu_time_millis_testing: 850, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9456, kappa: 0.9368, kb_relative_information_score: 10916.8982, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.946, predictive_accuracy: 0.9458, prior_entropy: 2.8074, recall: 0.9458, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.3047, scimark_benchmark: 854.5188, usercpu_time_millis: 470, usercpu_time_millis_testing: 470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.7534, kappa: 0.7131, kb_relative_information_score: 3691.6371, mean_absolute_error: 0.2091, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.7587, predictive_accuracy: 0.7541, prior_entropy: 2.8074, recall: 0.7541, relative_absolute_error: 0.8536, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3091, root_relative_squared_error: 0.8834, scimark_benchmark: 1372.2145, usercpu_time_millis: 7510, usercpu_time_millis_testing: 3320, usercpu_time_millis_training: 4190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9147, kappa: 0.9007, kb_relative_information_score: 3979.4282, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.915, predictive_accuracy: 0.9149, prior_entropy: 2.8074, recall: 0.9149, relative_absolute_error: 0.8398, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3034, root_relative_squared_error: 0.8671, scimark_benchmark: 939.449, usercpu_time_millis: 160, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9435, kappa: 0.9337, kb_relative_information_score: 10786.8997, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9441, predictive_accuracy: 0.9432, prior_entropy: 2.8074, recall: 0.9432, relative_absolute_error: 0.0976, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.108, root_relative_squared_error: 0.3086, scimark_benchmark: 915.9324, usercpu_time_millis: 4340, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8073, kappa: 0.772, kb_relative_information_score: 9114.2055, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.8192, predictive_accuracy: 0.8046, prior_entropy: 2.8074, recall: 0.8046, relative_absolute_error: 0.228, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2363, root_relative_squared_error: 0.6752, scimark_benchmark: 938.9967, usercpu_time_millis: 1070, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9384, kappa: 0.9282, kb_relative_information_score: 10357.185, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9386, predictive_accuracy: 0.9384, prior_entropy: 2.8074, recall: 0.9384, relative_absolute_error: 0.1462, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.359, scimark_benchmark: 1315.3881, usercpu_time_millis: 7880, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 7620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9734, kappa: 0.969, kb_relative_information_score: 10943.2567, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9734, predictive_accuracy: 0.9734, prior_entropy: 2.8074, recall: 0.9734, relative_absolute_error: 0.0884, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.2376, scimark_benchmark: 1301.9956, usercpu_time_millis: 910, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9349, kappa: 0.9239, kb_relative_information_score: 10737.349, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9351, predictive_accuracy: 0.9348, prior_entropy: 2.8074, recall: 0.9348, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.39, scimark_benchmark: 1313.5726, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9347, kappa: 0.9236, kb_relative_information_score: 10609.6794, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.935, predictive_accuracy: 0.9345, prior_entropy: 2.8074, recall: 0.9345, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3635, scimark_benchmark: 1325.942, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9428, kappa: 0.9328, kb_relative_information_score: 10734.7566, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9435, predictive_accuracy: 0.9424, prior_entropy: 2.8074, recall: 0.9424, relative_absolute_error: 0.088, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1206, root_relative_squared_error: 0.3448, scimark_benchmark: 1287.514, usercpu_time_millis: 400, usercpu_time_millis_training: 400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9515, kappa: 0.9438, kb_relative_information_score: 10949.9549, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9519, predictive_accuracy: 0.9519, prior_entropy: 2.8074, recall: 0.9519, relative_absolute_error: 0.0562, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.3351, scimark_benchmark: 1280.6952, usercpu_time_millis: 260, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5577, f_measure: 0.2143, kappa: 0.1154, kb_relative_information_score: 2098.2107, mean_absolute_error: 0.2166, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.854, predictive_accuracy: 0.2417, prior_entropy: 2.8074, recall: 0.2417, relative_absolute_error: 0.8846, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4655, root_relative_squared_error: 1.3301, scimark_benchmark: 1368.9272, usercpu_time_millis: 1130, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.951, kappa: 0.9428, kb_relative_information_score: 10929.8739, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9511, predictive_accuracy: 0.951, prior_entropy: 2.8074, recall: 0.951, relative_absolute_error: 0.0622, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.114, root_relative_squared_error: 0.3257, scimark_benchmark: 1384.4418, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, f_measure: 0.6101, kappa: 0.5595, kb_relative_information_score: 6843.5313, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.6047, predictive_accuracy: 0.6224, prior_entropy: 2.8074, recall: 0.6224, relative_absolute_error: 0.4405, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.9386, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9447, kappa: 0.9354, kb_relative_information_score: 10859.3006, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9449, predictive_accuracy: 0.9446, prior_entropy: 2.8074, recall: 0.9446, relative_absolute_error: 0.0646, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1258, root_relative_squared_error: 0.3596, scimark_benchmark: 1028.5889, usercpu_time_millis: 630, usercpu_time_millis_training: 630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0357, kb_relative_information_score: -0.001, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.0204, predictive_accuracy: 0.1429, prior_entropy: 2.8074, recall: 0.1429, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, scimark_benchmark: 1028.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9547, kappa: 0.9472, kb_relative_information_score: 10966.8323, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9547, predictive_accuracy: 0.9547, prior_entropy: 2.8074, recall: 0.9547, relative_absolute_error: 0.0592, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.3105, scimark_benchmark: 1066.833, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, build_cpu_time: 0.9289, build_memory: 701146364, f_measure: 0.9156, kappa: 0.9016, kb_relative_information_score: 10175.0937, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9159, predictive_accuracy: 0.9157, prior_entropy: 2.8074, recall: 0.9157, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.3861, scimark_benchmark: 932.2022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, build_cpu_time: 0.9428, build_memory: 715075305.6, f_measure: 0.9156, kappa: 0.9016, kb_relative_information_score: 10175.0937, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9159, predictive_accuracy: 0.9157, prior_entropy: 2.8074, recall: 0.9157, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.3861, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, build_cpu_time: 0.8561, build_memory: 709375064.8, f_measure: 0.9156, kappa: 0.9016, kb_relative_information_score: 10175.0937, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9159, predictive_accuracy: 0.9157, prior_entropy: 2.8074, recall: 0.9157, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.3861, scimark_benchmark: 929.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, build_cpu_time: 0.9527, build_memory: 882489943.2, f_measure: 0.9156, kappa: 0.9016, kb_relative_information_score: 10175.0937, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9159, predictive_accuracy: 0.9157, prior_entropy: 2.8074, recall: 0.9157, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.3861, scimark_benchmark: 932.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, build_cpu_time: 0.8465, build_memory: 716857667.2, f_measure: 0.9156, kappa: 0.9016, kb_relative_information_score: 10175.0937, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9159, predictive_accuracy: 0.9157, prior_entropy: 2.8074, recall: 0.9157, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.3861, scimark_benchmark: 943.1873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, build_cpu_time: 0.2313, build_memory: 969141280, f_measure: 0.9708, kappa: 0.966, kb_relative_information_score: 11174.1055, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9708, predictive_accuracy: 0.9708, prior_entropy: 2.8074, recall: 0.9708, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.085, root_relative_squared_error: 0.243, scimark_benchmark: 938.8409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, build_cpu_time: 0.3922, build_memory: 191904791.2, f_measure: 0.974, kappa: 0.9697, kb_relative_information_score: 11209.9558, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.974, predictive_accuracy: 0.974, prior_entropy: 2.8074, recall: 0.974, relative_absolute_error: 0.0351, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0819, root_relative_squared_error: 0.2341, scimark_benchmark: 941.7846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, build_cpu_time: 0.6818, build_memory: 826005097.6, f_measure: 0.9738, kappa: 0.9695, kb_relative_information_score: 11209.1136, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9738, predictive_accuracy: 0.9739, prior_entropy: 2.8074, recall: 0.9739, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0823, root_relative_squared_error: 0.2351, scimark_benchmark: 941.7891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, build_cpu_time: 0.7177, build_memory: 1155491775.2, f_measure: 0.9739, kappa: 0.9696, kb_relative_information_score: 11208.9247, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9739, predictive_accuracy: 0.9739, prior_entropy: 2.8074, recall: 0.9739, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0824, root_relative_squared_error: 0.2355, scimark_benchmark: 915.3856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, build_cpu_time: 0.6076, build_memory: 318259035.2, f_measure: 0.9739, kappa: 0.9696, kb_relative_information_score: 11208.9247, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9739, predictive_accuracy: 0.9739, prior_entropy: 2.8074, recall: 0.9739, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0824, root_relative_squared_error: 0.2355, scimark_benchmark: 895.3841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, build_cpu_time: 0.0097, build_memory: 100421627.2, f_measure: 0.9364, kappa: 0.9258, kb_relative_information_score: 10756.7749, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9366, predictive_accuracy: 0.9364, prior_entropy: 2.8074, recall: 0.9364, relative_absolute_error: 0.0742, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.3853, scimark_benchmark: 907.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, build_cpu_time: 0.0152, build_memory: 2084719349.6, f_measure: 0.9364, kappa: 0.9258, kb_relative_information_score: 10756.7749, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9366, predictive_accuracy: 0.9364, prior_entropy: 2.8074, recall: 0.9364, relative_absolute_error: 0.0742, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.3853, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, build_cpu_time: 0.0096, build_memory: 2051308923.2, f_measure: 0.9364, kappa: 0.9258, kb_relative_information_score: 10756.7749, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9366, predictive_accuracy: 0.9364, prior_entropy: 2.8074, recall: 0.9364, relative_absolute_error: 0.0742, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.3853, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, build_cpu_time: 0.0122, build_memory: 1748318934.4, f_measure: 0.9364, kappa: 0.9258, kb_relative_information_score: 10756.7749, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9366, predictive_accuracy: 0.9364, prior_entropy: 2.8074, recall: 0.9364, relative_absolute_error: 0.0742, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.3853, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, build_cpu_time: 0.0127, build_memory: 1164689681.6, f_measure: 0.9364, kappa: 0.9258, kb_relative_information_score: 10756.7749, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9366, predictive_accuracy: 0.9364, prior_entropy: 2.8074, recall: 0.9364, relative_absolute_error: 0.0742, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.3853, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, build_cpu_time: 0.4193, build_memory: 1099647198.4, f_measure: 0.9736, kappa: 0.9692, kb_relative_information_score: 10943.8229, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 11550, precision: 0.9736, predictive_accuracy: 0.9736, prior_entropy: 2.8074, recall: 0.9736, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.083, root_relative_squared_error: 0.2372, scimark_benchmark: 939.9709,

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