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Supervised Classification on fried

Supervised Classification on fried

Task 3764 Supervised Classification fried 399 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8654, kappa: 0.7308, kb_relative_information_score: 20537.6087, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8656, predictive_accuracy: 0.8654, prior_entropy: 1, recall: 0.8654, relative_absolute_error: 0.54, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6558,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4643367/Run_1847351_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4643275/Run_1847305_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.852, f_measure: 0.852, kappa: 0.704, kb_relative_information_score: 28701.9225, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.852, predictive_accuracy: 0.852, prior_entropy: 1, recall: 0.852, relative_absolute_error: 0.296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3345, kb_relative_information_score: 85.7388, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 1, recall: 0.5011, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7064, root_relative_squared_error: 1.4127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.852, f_measure: 0.852, kappa: 0.704, kb_relative_information_score: 28701.9225, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.852, predictive_accuracy: 0.852, prior_entropy: 1, recall: 0.852, relative_absolute_error: 0.296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3345, kb_relative_information_score: 85.7388, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 1, recall: 0.5011, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7064, root_relative_squared_error: 1.4127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.852, f_measure: 0.852, kappa: 0.704, kb_relative_information_score: 28701.9225, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.852, predictive_accuracy: 0.852, prior_entropy: 1, recall: 0.852, relative_absolute_error: 0.296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3345, kb_relative_information_score: 85.7388, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 1, recall: 0.5011, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7064, root_relative_squared_error: 1.4127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.852, f_measure: 0.852, kappa: 0.704, kb_relative_information_score: 28701.9225, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.852, predictive_accuracy: 0.852, prior_entropy: 1, recall: 0.852, relative_absolute_error: 0.296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3345, kb_relative_information_score: 85.7388, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 1, recall: 0.5011, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7064, root_relative_squared_error: 1.4127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.8751, kappa: 0.7502, kb_relative_information_score: 30583.9346, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8751, predictive_accuracy: 0.8751, prior_entropy: 1, recall: 0.8751, relative_absolute_error: 0.2498, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3534, root_relative_squared_error: 0.7068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8627, kappa: 0.7256, kb_relative_information_score: 29579.9282, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8636, predictive_accuracy: 0.8628, prior_entropy: 1, recall: 0.8628, relative_absolute_error: 0.2744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3704, root_relative_squared_error: 0.7409, scimark_benchmark: 1280.301, usercpu_time_millis: 92984.375, usercpu_time_millis_testing: 27843.75, usercpu_time_millis_training: 65140.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8391, f_measure: 0.8391, kappa: 0.6782, kb_relative_information_score: 27647.9158, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8392, predictive_accuracy: 0.8391, prior_entropy: 1, recall: 0.8391, relative_absolute_error: 0.3218, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8023, scimark_benchmark: 1280.301, usercpu_time_millis: 176625, usercpu_time_millis_testing: 93734.375, usercpu_time_millis_training: 82890.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8897, f_measure: 0.8897, kappa: 0.7795, kb_relative_information_score: 31777.9423, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8898, predictive_accuracy: 0.8897, prior_entropy: 1, recall: 0.8897, relative_absolute_error: 0.2205, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.6641, scimark_benchmark: 1461.2356, usercpu_time_millis: 208046.875, usercpu_time_millis_testing: 111312.5, usercpu_time_millis_training: 96734.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.8195, kappa: 0.6391, kb_relative_information_score: 26053.9055, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8197, predictive_accuracy: 0.8195, prior_entropy: 1, recall: 0.8195, relative_absolute_error: 0.3609, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4248, root_relative_squared_error: 0.8496, scimark_benchmark: 1461.2356, usercpu_time_millis: 218812.5, usercpu_time_millis_testing: 87671.875, usercpu_time_millis_training: 131140.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8368, kappa: 0.6738, kb_relative_information_score: 21915.3898, mean_absolute_error: 0.2497, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8375, predictive_accuracy: 0.8369, prior_entropy: 1, recall: 0.8369, relative_absolute_error: 0.4995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.699, scimark_benchmark: 1787.9841, usercpu_time_millis: 119312.5, usercpu_time_millis_testing: 46.875, usercpu_time_millis_training: 119265.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8368, kappa: 0.6738, kb_relative_information_score: 21915.3898, mean_absolute_error: 0.2497, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8375, predictive_accuracy: 0.8369, prior_entropy: 1, recall: 0.8369, relative_absolute_error: 0.4995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.699, scimark_benchmark: 1387.3298, usercpu_time_millis: 151440, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 151390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.8195, kappa: 0.6391, kb_relative_information_score: 26053.9055, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8197, predictive_accuracy: 0.8195, prior_entropy: 1, recall: 0.8195, relative_absolute_error: 0.3609, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4248, root_relative_squared_error: 0.8496, scimark_benchmark: 1390.0088, usercpu_time_millis: 369830, usercpu_time_millis_testing: 141390, usercpu_time_millis_training: 228440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8897, f_measure: 0.8897, kappa: 0.7795, kb_relative_information_score: 31777.9423, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8898, predictive_accuracy: 0.8897, prior_entropy: 1, recall: 0.8897, relative_absolute_error: 0.2205, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.6641, scimark_benchmark: 1405.7807, usercpu_time_millis: 268450, usercpu_time_millis_testing: 83460, usercpu_time_millis_training: 184990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8627, kappa: 0.7256, kb_relative_information_score: 29579.9282, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8636, predictive_accuracy: 0.8628, prior_entropy: 1, recall: 0.8628, relative_absolute_error: 0.2744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3704, root_relative_squared_error: 0.7409, scimark_benchmark: 1661.736, usercpu_time_millis: 198360, usercpu_time_millis_testing: 93020, usercpu_time_millis_training: 105340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8391, f_measure: 0.8391, kappa: 0.6782, kb_relative_information_score: 27647.9158, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8392, predictive_accuracy: 0.8391, prior_entropy: 1, recall: 0.8391, relative_absolute_error: 0.3218, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8023, scimark_benchmark: 1546.8542, usercpu_time_millis: 103210, usercpu_time_millis_testing: 28940, usercpu_time_millis_training: 74270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.8365, kappa: 0.673, kb_relative_information_score: 23892.3971, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8365, predictive_accuracy: 0.8365, prior_entropy: 1, recall: 0.8365, relative_absolute_error: 0.434, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.6869, scimark_benchmark: 1671.2677, usercpu_time_millis: 106734.375, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 106703.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9169, kappa: 0.8339, kb_relative_information_score: 31998.0126, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9174, predictive_accuracy: 0.9169, prior_entropy: 1, recall: 0.9169, relative_absolute_error: 0.2278, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.4902, scimark_benchmark: 1744.0147, usercpu_time_millis: 37610, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 37540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.8365, kappa: 0.673, kb_relative_information_score: 23892.3971, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8365, predictive_accuracy: 0.8365, prior_entropy: 1, recall: 0.8365, relative_absolute_error: 0.434, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.6869, scimark_benchmark: 1060.9535, usercpu_time_millis: 12171.875, usercpu_time_millis_testing: 46.875, usercpu_time_millis_training: 12125,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8654, kappa: 0.7308, kb_relative_information_score: 20537.6087, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8656, predictive_accuracy: 0.8654, prior_entropy: 1, recall: 0.8654, relative_absolute_error: 0.54, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6558, scimark_benchmark: 1331.8011, usercpu_time_millis: 670, usercpu_time_millis_testing: 240, usercpu_time_millis_training: 430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8368, kappa: 0.6738, kb_relative_information_score: 21915.3898, mean_absolute_error: 0.2497, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8375, predictive_accuracy: 0.8369, prior_entropy: 1, recall: 0.8369, relative_absolute_error: 0.4995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.699, scimark_benchmark: 1259.9659, usercpu_time_millis: 16620, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 16560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.8369, kappa: 0.6739, kb_relative_information_score: 22759.8885, mean_absolute_error: 0.2339, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8369, predictive_accuracy: 0.8369, prior_entropy: 1, recall: 0.8369, relative_absolute_error: 0.4678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.6797, scimark_benchmark: 1314.1189, usercpu_time_millis: 1750, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 1670,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8259, f_measure: 0.8259, kappa: 0.6518, kb_relative_information_score: 26570.8738, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8259, predictive_accuracy: 0.8259, prior_entropy: 1, recall: 0.8259, relative_absolute_error: 0.3483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4173, root_relative_squared_error: 0.8345, scimark_benchmark: 1382.762, usercpu_time_millis: 92090, usercpu_time_millis_testing: 91850, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.8943, kappa: 0.7886, kb_relative_information_score: 29098.4181, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8943, predictive_accuracy: 0.8943, prior_entropy: 1, recall: 0.8943, relative_absolute_error: 0.3039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5452, scimark_benchmark: 1021.8697, usercpu_time_millis: 14560, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 14420,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, f_measure: 0.8988, kappa: 0.7977, kb_relative_information_score: 29071.9192, mean_absolute_error: 0.1566, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8991, predictive_accuracy: 0.8988, prior_entropy: 1, recall: 0.8988, relative_absolute_error: 0.3132, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.5896, scimark_benchmark: 1246.6716, usercpu_time_millis: 64420, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 64350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8391, f_measure: 0.8391, kappa: 0.6783, kb_relative_information_score: 27653.9158, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8393, predictive_accuracy: 0.8392, prior_entropy: 1, recall: 0.8392, relative_absolute_error: 0.3217, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.401, root_relative_squared_error: 0.8021, scimark_benchmark: 1618.1738, usercpu_time_millis: 56593.75, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 56562.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8382, f_measure: 0.8382, kappa: 0.6764, kb_relative_information_score: 27577.9153, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8384, predictive_accuracy: 0.8382, prior_entropy: 1, recall: 0.8382, relative_absolute_error: 0.3235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4022, root_relative_squared_error: 0.8044, scimark_benchmark: 1618.1738, usercpu_time_millis: 3250, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 3218.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8894, kappa: 0.7788, kb_relative_information_score: 29610.5537, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8894, predictive_accuracy: 0.8894, prior_entropy: 1, recall: 0.8894, relative_absolute_error: 0.2889, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.5907, scimark_benchmark: 1925.3565, usercpu_time_millis: 1296.875, usercpu_time_millis_testing: 46.875, usercpu_time_millis_training: 1250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9228, kappa: 0.8455, kb_relative_information_score: 30376.5656, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9228, predictive_accuracy: 0.9228, prior_entropy: 1, recall: 0.9228, relative_absolute_error: 0.2774, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.4793, scimark_benchmark: 1925.3565, usercpu_time_millis: 27765.625, usercpu_time_millis_testing: 2906.25, usercpu_time_millis_training: 24859.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.8667, kappa: 0.7341, kb_relative_information_score: 25783.209, mean_absolute_error: 0.1949, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.87, predictive_accuracy: 0.867, prior_entropy: 1, recall: 0.867, relative_absolute_error: 0.3898, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.322, root_relative_squared_error: 0.644, scimark_benchmark: 1925.3565, usercpu_time_millis: 718.75, usercpu_time_millis_testing: 125, usercpu_time_millis_training: 593.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.893, kappa: 0.7861, kb_relative_information_score: 31043.4183, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.893, predictive_accuracy: 0.893, prior_entropy: 1, recall: 0.893, relative_absolute_error: 0.2464, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.6155, scimark_benchmark: 1925.3565, usercpu_time_millis: 2937.5, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 2906.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8654, kappa: 0.7308, kb_relative_information_score: 20537.6087, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8656, predictive_accuracy: 0.8654, prior_entropy: 1, recall: 0.8654, relative_absolute_error: 0.54, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6558, scimark_benchmark: 1925.3565, usercpu_time_millis: 437.5, usercpu_time_millis_testing: 140.625, usercpu_time_millis_training: 296.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8391, f_measure: 0.8391, kappa: 0.6783, kb_relative_information_score: 27653.9158, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8393, predictive_accuracy: 0.8392, prior_entropy: 1, recall: 0.8392, relative_absolute_error: 0.3217, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.401, root_relative_squared_error: 0.8021, scimark_benchmark: 1925.3565, usercpu_time_millis: 45656.25, usercpu_time_millis_testing: 31.25, usercpu_time_millis_training: 45625,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.8892, kappa: 0.7784, kb_relative_information_score: 29624.0514, mean_absolute_error: 0.1442, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8892, predictive_accuracy: 0.8892, prior_entropy: 1, recall: 0.8892, relative_absolute_error: 0.2885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.591, scimark_benchmark: 1870.7932, usercpu_time_millis: 343.2022, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 327.6021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.871, kappa: 0.7425, kb_relative_information_score: 26270.3717, mean_absolute_error: 0.1887, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8739, predictive_accuracy: 0.8712, prior_entropy: 1, recall: 0.8712, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3131, root_relative_squared_error: 0.6262, scimark_benchmark: 1870.7932, usercpu_time_millis: 452.4029, usercpu_time_millis_testing: 78.0005, usercpu_time_millis_training: 374.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.8667, kappa: 0.7341, kb_relative_information_score: 25783.209, mean_absolute_error: 0.1949, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.87, predictive_accuracy: 0.867, prior_entropy: 1, recall: 0.867, relative_absolute_error: 0.3898, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.322, root_relative_squared_error: 0.644, scimark_benchmark: 1870.7932, usercpu_time_millis: 296.4019, usercpu_time_millis_testing: 93.6006, usercpu_time_millis_training: 202.8013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.9197, kappa: 0.8393, kb_relative_information_score: 34217.9579, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9197, predictive_accuracy: 0.9197, prior_entropy: 1, recall: 0.9197, relative_absolute_error: 0.1607, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.5669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.925, kappa: 0.8499, kb_relative_information_score: 34649.9607, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.925, predictive_accuracy: 0.925, prior_entropy: 1, recall: 0.925, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.5478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8654, kappa: 0.7309, kb_relative_information_score: 20536.4853, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8657, predictive_accuracy: 0.8655, prior_entropy: 1, recall: 0.8655, relative_absolute_error: 0.5401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6558, scimark_benchmark: 1732.2066, usercpu_time_millis: 717.6046, usercpu_time_millis_testing: 62.4004, usercpu_time_millis_training: 655.2042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8654, kappa: 0.7308, kb_relative_information_score: 20537.6087, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8656, predictive_accuracy: 0.8654, prior_entropy: 1, recall: 0.8654, relative_absolute_error: 0.54, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6558, scimark_benchmark: 1732.2066, usercpu_time_millis: 234.0015, usercpu_time_millis_testing: 156.001, usercpu_time_millis_training: 78.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8654, kappa: 0.7309, kb_relative_information_score: 20536.4853, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8657, predictive_accuracy: 0.8655, prior_entropy: 1, recall: 0.8655, relative_absolute_error: 0.5401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6558, scimark_benchmark: 1887.4343, usercpu_time_millis: 452.4029, usercpu_time_millis_testing: 78.0005, usercpu_time_millis_training: 374.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8977, kappa: 0.7953, kb_relative_information_score: 31100.8504, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8977, predictive_accuracy: 0.8977, prior_entropy: 1, recall: 0.8977, relative_absolute_error: 0.2469, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2958, root_relative_squared_error: 0.5916, scimark_benchmark: 1806.5905, usercpu_time_millis: 2574.0165, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 2558.4164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8929, kappa: 0.7859, kb_relative_information_score: 31036.999, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8929, predictive_accuracy: 0.8929, prior_entropy: 1, recall: 0.8929, relative_absolute_error: 0.2465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.6157, scimark_benchmark: 1806.5905, usercpu_time_millis: 1794.0115, usercpu_time_millis_testing: 31.2002, usercpu_time_millis_training: 1762.8113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9248, kappa: 0.8496, kb_relative_information_score: 31757.9856, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9248, predictive_accuracy: 0.9248, prior_entropy: 1, recall: 0.9248, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4638, scimark_benchmark: 1806.5905, usercpu_time_millis: 16177.3037, usercpu_time_millis_testing: 1918.8123, usercpu_time_millis_training: 14258.4914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9231, kappa: 0.8462, kb_relative_information_score: 30368.8109, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9231, predictive_accuracy: 0.9231, prior_entropy: 1, recall: 0.9231, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2394, root_relative_squared_error: 0.4788, scimark_benchmark: 1806.5905, usercpu_time_millis: 22682.5454, usercpu_time_millis_testing: 2106.0135, usercpu_time_millis_training: 20576.5319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8975, kappa: 0.7951, kb_relative_information_score: 32412.6837, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8975, predictive_accuracy: 0.8975, prior_entropy: 1, recall: 0.8975, relative_absolute_error: 0.205, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6402, scimark_benchmark: 1806.5905, usercpu_time_millis: 106611.0834, usercpu_time_millis_testing: 106158.6805, usercpu_time_millis_training: 452.4029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8259, f_measure: 0.8259, kappa: 0.6518, kb_relative_information_score: 26570.8738, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8259, predictive_accuracy: 0.8259, prior_entropy: 1, recall: 0.8259, relative_absolute_error: 0.3483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4173, root_relative_squared_error: 0.8345, scimark_benchmark: 1806.5905, usercpu_time_millis: 85769.3498, usercpu_time_millis_testing: 85769.3498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8654, kappa: 0.7309, kb_relative_information_score: 20536.4853, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8657, predictive_accuracy: 0.8655, prior_entropy: 1, recall: 0.8655, relative_absolute_error: 0.5401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6558, scimark_benchmark: 1877.5305, usercpu_time_millis: 374.4024, usercpu_time_millis_testing: 78.0005, usercpu_time_millis_training: 296.4019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8654, kappa: 0.7308, kb_relative_information_score: 20537.6087, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8656, predictive_accuracy: 0.8654, prior_entropy: 1, recall: 0.8654, relative_absolute_error: 0.54, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6558, scimark_benchmark: 1850.8887, usercpu_time_millis: 234.0015, usercpu_time_millis_testing: 156.001, usercpu_time_millis_training: 78.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.3345, kb_relative_information_score: -0.0002, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 1, recall: 0.5011, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1850.8887, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8895, f_measure: 0.8895, kappa: 0.779, kb_relative_information_score: 31759.9422, mean_absolute_error: 0.1105, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8895, predictive_accuracy: 0.8895, prior_entropy: 1, recall: 0.8895, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.6648, usercpu_time_millis: 21323.378, usercpu_time_millis_testing: 4574.498, usercpu_time_millis_training: 16748.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9231, f_measure: 0.9231, kappa: 0.8463, kb_relative_information_score: 34501.9598, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9233, predictive_accuracy: 0.9232, prior_entropy: 1, recall: 0.9232, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.5544, usercpu_time_millis: 7586.456, usercpu_time_millis_testing: 1703.474, usercpu_time_millis_training: 5882.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7906, f_measure: 0.789, kappa: 0.5815, kb_relative_information_score: 23713.8905, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8011, predictive_accuracy: 0.7908, prior_entropy: 1, recall: 0.7908, relative_absolute_error: 0.4183, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9147, usercpu_time_millis: 4130.364, usercpu_time_millis_testing: 0.635, usercpu_time_millis_training: 4129.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9337, f_measure: 0.9337, kappa: 0.8675, kb_relative_information_score: 35365.9653, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.9338, predictive_accuracy: 0.9337, prior_entropy: 1, recall: 0.9337, relative_absolute_error: 0.1325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.5148, usercpu_time_millis: 700.338, usercpu_time_millis_testing: 16.521, usercpu_time_millis_training: 683.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.8275, kappa: 0.655, kb_relative_information_score: 26701.9097, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8275, predictive_accuracy: 0.8275, prior_entropy: 1, recall: 0.8275, relative_absolute_error: 0.345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4153, root_relative_squared_error: 0.8307, usercpu_time_millis: 121.504, usercpu_time_millis_testing: 1.302, usercpu_time_millis_training: 120.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8365, f_measure: 0.8365, kappa: 0.6731, kb_relative_information_score: 27439.9144, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8365, predictive_accuracy: 0.8365, prior_entropy: 1, recall: 0.8365, relative_absolute_error: 0.3269, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4043, root_relative_squared_error: 0.8086, usercpu_time_millis: 7.955, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 7.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8544, f_measure: 0.8544, kappa: 0.7088, kb_relative_information_score: 28897.9238, mean_absolute_error: 0.1456, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8545, predictive_accuracy: 0.8544, prior_entropy: 1, recall: 0.8544, relative_absolute_error: 0.2912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3815, root_relative_squared_error: 0.7631, usercpu_time_millis: 206.684, usercpu_time_millis_testing: 1.015, usercpu_time_millis_training: 205.669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3345, kb_relative_information_score: 85.7388, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 1, recall: 0.5011, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7064, root_relative_squared_error: 1.4127, usercpu_time_millis: 10.924, usercpu_time_millis_testing: 0.141, usercpu_time_millis_training: 10.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8355, f_measure: 0.8355, kappa: 0.671, kb_relative_information_score: 27355.9139, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.5, number_of_instances: 40768, precision: 0.8355, predictive_accuracy: 0.8355, prior_entropy: 1, recall: 0.8355, relative_absolute_error: 0.329, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4056, root_relative_squared_error: 0.8112, usercpu_time_millis: 7.378, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 7.18,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs