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Supervised Classification on heart-h

Supervised Classification on heart-h

Task 280 Supervised Classification heart-h 306 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4985, kb_relative_information_score: 18.0953, mean_absolute_error: 0.1443, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.4085, predictive_accuracy: 0.6392, prior_entropy: 1.0314, recall: 0.6392, relative_absolute_error: 0.7729, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.3799, root_relative_squared_error: 1.2507, scimark_benchmark: 1347.993, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.7963, kappa: 0.5502, kb_relative_information_score: 39.2937, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8046, predictive_accuracy: 0.8041, prior_entropy: 1.0314, recall: 0.8041, relative_absolute_error: 0.5912, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.245, root_relative_squared_error: 0.8065, scimark_benchmark: 1059.8591, usercpu_time_millis: 150, usercpu_time_millis_testing: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8409, kappa: 0.6495, kb_relative_information_score: 55.033, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8466, predictive_accuracy: 0.8454, prior_entropy: 1.0314, recall: 0.8454, relative_absolute_error: 0.3943, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.6983, scimark_benchmark: 933.1165, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8409, kappa: 0.6495, kb_relative_information_score: 55.033, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8466, predictive_accuracy: 0.8454, prior_entropy: 1.0314, recall: 0.8454, relative_absolute_error: 0.3943, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.6983, scimark_benchmark: 933.1165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8409, kappa: 0.6495, kb_relative_information_score: 55.033, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8466, predictive_accuracy: 0.8454, prior_entropy: 1.0314, recall: 0.8454, relative_absolute_error: 0.3943, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.6983, scimark_benchmark: 1342.6911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7373, f_measure: 0.7749, kappa: 0.5028, kb_relative_information_score: 32.5671, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7817, predictive_accuracy: 0.7835, prior_entropy: 1.0314, recall: 0.7835, relative_absolute_error: 0.671, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.863, scimark_benchmark: 1345.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7373, f_measure: 0.7749, kappa: 0.5028, kb_relative_information_score: 32.5671, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7817, predictive_accuracy: 0.7835, prior_entropy: 1.0314, recall: 0.7835, relative_absolute_error: 0.671, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.863, scimark_benchmark: 1321.5205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7373, f_measure: 0.7749, kappa: 0.5028, kb_relative_information_score: 32.5671, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7817, predictive_accuracy: 0.7835, prior_entropy: 1.0314, recall: 0.7835, relative_absolute_error: 0.671, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.863, scimark_benchmark: 892.0148, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.8507, kappa: 0.6707, kb_relative_information_score: 50.2496, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8595, predictive_accuracy: 0.8557, prior_entropy: 1.0314, recall: 0.8557, relative_absolute_error: 0.474, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.7773, scimark_benchmark: 1301.2156, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.7721, kappa: 0.4962, kb_relative_information_score: 34.0023, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7847, predictive_accuracy: 0.7835, prior_entropy: 1.0314, recall: 0.7835, relative_absolute_error: 0.6627, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.7767, scimark_benchmark: 1342.2985, usercpu_time_millis: 160, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7373, f_measure: 0.7749, kappa: 0.5028, kb_relative_information_score: 32.5671, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7817, predictive_accuracy: 0.7835, prior_entropy: 1.0314, recall: 0.7835, relative_absolute_error: 0.671, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.863, scimark_benchmark: 1358.4523, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8392, kappa: 0.6449, kb_relative_information_score: 53.3751, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8503, predictive_accuracy: 0.8454, prior_entropy: 1.0314, recall: 0.8454, relative_absolute_error: 0.4144, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.7272, scimark_benchmark: 1086.8793, usercpu_time_millis: 430, usercpu_time_millis_training: 430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.7843, kappa: 0.5233, kb_relative_information_score: 34.3636, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7947, predictive_accuracy: 0.7938, prior_entropy: 1.0314, recall: 0.7938, relative_absolute_error: 0.6589, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.7715, scimark_benchmark: 1337.5749, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7373, f_measure: 0.7749, kappa: 0.5028, kb_relative_information_score: 32.5671, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7817, predictive_accuracy: 0.7835, prior_entropy: 1.0314, recall: 0.7835, relative_absolute_error: 0.671, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.863, scimark_benchmark: 1331.2332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.8409, kappa: 0.6495, kb_relative_information_score: 56.1627, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8466, predictive_accuracy: 0.8454, prior_entropy: 1.0314, recall: 0.8454, relative_absolute_error: 0.3768, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.7115, scimark_benchmark: 1311.3846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7373, f_measure: 0.7749, kappa: 0.5028, kb_relative_information_score: 32.5671, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7817, predictive_accuracy: 0.7835, prior_entropy: 1.0314, recall: 0.7835, relative_absolute_error: 0.671, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.863, scimark_benchmark: 935.5075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7765, f_measure: 0.7938, kappa: 0.5442, kb_relative_information_score: 51.7212, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8085, predictive_accuracy: 0.8041, prior_entropy: 1.0314, recall: 0.8041, relative_absolute_error: 0.4116, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2718, root_relative_squared_error: 0.8948, scimark_benchmark: 912.7324, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7373, f_measure: 0.7749, kappa: 0.5028, kb_relative_information_score: 32.5671, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7817, predictive_accuracy: 0.7835, prior_entropy: 1.0314, recall: 0.7835, relative_absolute_error: 0.671, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.863, scimark_benchmark: 1317.1597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7919, f_measure: 0.8351, kappa: 0.6352, kb_relative_information_score: 59.2534, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8643, predictive_accuracy: 0.8454, prior_entropy: 1.0314, recall: 0.8454, relative_absolute_error: 0.3312, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2487, root_relative_squared_error: 0.8188, scimark_benchmark: 1330.6247, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.8177, kappa: 0.5975, kb_relative_information_score: 48.7661, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8275, predictive_accuracy: 0.8247, prior_entropy: 1.0314, recall: 0.8247, relative_absolute_error: 0.4597, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2373, root_relative_squared_error: 0.7811, scimark_benchmark: 1268.9931, usercpu_time_millis: 350, usercpu_time_millis_testing: 350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8572, kappa: 0.6947, kb_relative_information_score: 11.7563, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8616, predictive_accuracy: 0.8557, prior_entropy: 1.0314, recall: 0.8557, relative_absolute_error: 0.8768, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.9204, scimark_benchmark: 1313.6093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6053, f_measure: 0.5217, kappa: 0.0362, kb_relative_information_score: -9.1547, mean_absolute_error: 0.1984, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7736, predictive_accuracy: 0.6495, prior_entropy: 1.0314, recall: 0.6495, relative_absolute_error: 1.0627, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.3138, root_relative_squared_error: 1.0332, scimark_benchmark: 1340.9497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7802, f_measure: 0.81, kappa: 0.5821, kb_relative_information_score: 53.1654, mean_absolute_error: 0.0742, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8126, predictive_accuracy: 0.8144, prior_entropy: 1.0314, recall: 0.8144, relative_absolute_error: 0.3975, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2724, root_relative_squared_error: 0.8969, scimark_benchmark: 1264.0609, usercpu_time_millis: 760, usercpu_time_millis_training: 760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.7843, kappa: 0.5233, kb_relative_information_score: 34.3096, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7947, predictive_accuracy: 0.7938, prior_entropy: 1.0314, recall: 0.7938, relative_absolute_error: 0.6563, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2399, root_relative_squared_error: 0.7898, scimark_benchmark: 1318.5627, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.7749, kappa: 0.5028, kb_relative_information_score: 33.8691, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7817, predictive_accuracy: 0.7835, prior_entropy: 1.0314, recall: 0.7835, relative_absolute_error: 0.6598, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.7945, scimark_benchmark: 1321.5205, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.8471, kappa: 0.6619, kb_relative_information_score: 57.3131, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.872, predictive_accuracy: 0.8557, prior_entropy: 1.0314, recall: 0.8557, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.7708, scimark_benchmark: 1321.5205, usercpu_time_millis: 140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.891, f_measure: 0.8392, kappa: 0.6449, kb_relative_information_score: 50.7746, mean_absolute_error: 0.0825, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8503, predictive_accuracy: 0.8454, prior_entropy: 1.0314, recall: 0.8454, relative_absolute_error: 0.4418, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.7588, scimark_benchmark: 1311.1837, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8409, kappa: 0.6495, kb_relative_information_score: 55.033, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8466, predictive_accuracy: 0.8454, prior_entropy: 1.0314, recall: 0.8454, relative_absolute_error: 0.3943, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.6983, scimark_benchmark: 1248.0234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.8507, kappa: 0.6707, kb_relative_information_score: 50.2496, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8595, predictive_accuracy: 0.8557, prior_entropy: 1.0314, recall: 0.8557, relative_absolute_error: 0.474, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.7773, scimark_benchmark: 1316.535, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7373, f_measure: 0.7749, kappa: 0.5028, kb_relative_information_score: 32.5671, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7817, predictive_accuracy: 0.7835, prior_entropy: 1.0314, recall: 0.7835, relative_absolute_error: 0.671, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.863, scimark_benchmark: 1339.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8409, kappa: 0.6495, kb_relative_information_score: 56.8889, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8466, predictive_accuracy: 0.8454, prior_entropy: 1.0314, recall: 0.8454, relative_absolute_error: 0.3658, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2249, root_relative_squared_error: 0.7403, scimark_benchmark: 922.1419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.8409, kappa: 0.6495, kb_relative_information_score: 56.333, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8466, predictive_accuracy: 0.8454, prior_entropy: 1.0314, recall: 0.8454, relative_absolute_error: 0.3716, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.7485, scimark_benchmark: 889.3151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.8275, kappa: 0.6187, kb_relative_information_score: 40.5499, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8413, predictive_accuracy: 0.8351, prior_entropy: 1.0314, recall: 0.8351, relative_absolute_error: 0.5858, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.7055, scimark_benchmark: 1334.9657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, f_measure: 0.849, kappa: 0.6663, kb_relative_information_score: 53.7054, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8646, predictive_accuracy: 0.8557, prior_entropy: 1.0314, recall: 0.8557, relative_absolute_error: 0.4084, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.7207, scimark_benchmark: 1419.2433, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7373, f_measure: 0.7749, kappa: 0.5028, kb_relative_information_score: 29.5754, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7817, predictive_accuracy: 0.7835, prior_entropy: 1.0314, recall: 0.7835, relative_absolute_error: 0.7094, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.262, root_relative_squared_error: 0.8625, scimark_benchmark: 1344.7246, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7779, f_measure: 0.7908, kappa: 0.5416, kb_relative_information_score: 39.3922, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7907, predictive_accuracy: 0.7938, prior_entropy: 1.0314, recall: 0.7938, relative_absolute_error: 0.5857, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.8341, scimark_benchmark: 1334.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.8392, kappa: 0.6449, kb_relative_information_score: 55.6838, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8503, predictive_accuracy: 0.8454, prior_entropy: 1.0314, recall: 0.8454, relative_absolute_error: 0.3801, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.7244, scimark_benchmark: 1321.7236, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.8214, kappa: 0.6078, kb_relative_information_score: 50.6096, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8229, predictive_accuracy: 0.8247, prior_entropy: 1.0314, recall: 0.8247, relative_absolute_error: 0.4389, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.7709, scimark_benchmark: 1338.01, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.8294, kappa: 0.6237, kb_relative_information_score: 41.1021, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.837, predictive_accuracy: 0.8351, prior_entropy: 1.0314, recall: 0.8351, relative_absolute_error: 0.5734, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.221, root_relative_squared_error: 0.7276, scimark_benchmark: 1323.976, usercpu_time_millis: 180, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 170,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, build_cpu_time: 0.05, build_memory: 1263862152, f_measure: 0.8081, kappa: 0.5766, kb_relative_information_score: 44.9742, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8145, predictive_accuracy: 0.8144, prior_entropy: 1.0314, recall: 0.8144, relative_absolute_error: 0.5208, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.7165, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, build_cpu_time: 0.057, build_memory: 985142600, f_measure: 0.8081, kappa: 0.5766, kb_relative_information_score: 44.9742, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.8145, predictive_accuracy: 0.8144, prior_entropy: 1.0314, recall: 0.8144, relative_absolute_error: 0.5208, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.7165, scimark_benchmark: 945.5885,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7629, build_cpu_time: 0.115, build_memory: 93363200, f_measure: 0.7597, kappa: 0.4686, kb_relative_information_score: 43.2239, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7747, predictive_accuracy: 0.7732, prior_entropy: 1.0314, recall: 0.7732, relative_absolute_error: 0.5098, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.9887, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7885, build_cpu_time: 0.058, build_memory: 616073520, f_measure: 0.7254, kappa: 0.396, kb_relative_information_score: 39.6525, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7685, predictive_accuracy: 0.7526, prior_entropy: 1.0314, recall: 0.7526, relative_absolute_error: 0.5412, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.9883, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7977, build_cpu_time: 0.019, build_memory: 1036472992, f_measure: 0.7433, kappa: 0.433, kb_relative_information_score: 41.6906, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.1867, number_of_instances: 97, precision: 0.7701, predictive_accuracy: 0.7629, prior_entropy: 1.0314, recall: 0.7629, relative_absolute_error: 0.527, root_mean_prior_squared_error: 0.3038, root_mean_squared_error: 0.2836, root_relative_squared_error: 0.9336, scimark_benchmark: 937.9119,

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