Task
Supervised Classification on ada_agnostic

Supervised Classification on ada_agnostic

Task 3896 Supervised Classification ada_agnostic 102456 runs submitted
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  • OpenML100 study_1 study_123 study_14 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.8428, kappa: 0.5607, kb_relative_information_score: 1573.6144, mean_absolute_error: 0.2414, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8461, predictive_accuracy: 0.852, prior_entropy: 0.8085, recall: 0.852, relative_absolute_error: 0.6468, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.33, root_relative_squared_error: 0.764, scimark_benchmark: 1276.0617, usercpu_time_millis: 100.04, usercpu_time_millis_testing: 7.051, usercpu_time_millis_training: 92.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.7517, kappa: 0.2861, kb_relative_information_score: 953.8056, mean_absolute_error: 0.293, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8228, predictive_accuracy: 0.8012, prior_entropy: 0.8085, recall: 0.8012, relative_absolute_error: 0.7853, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.36, root_relative_squared_error: 0.8334, scimark_benchmark: 1238.4554, usercpu_time_millis: 3.587, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 3.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8458, kappa: 0.572, kb_relative_information_score: 1780.924, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8464, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.5954, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.7499, scimark_benchmark: 1273.6524, usercpu_time_millis: 67.784, usercpu_time_millis_testing: 4.201, usercpu_time_millis_training: 63.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8949, f_measure: 0.8327, kappa: 0.5271, kb_relative_information_score: 1346.7859, mean_absolute_error: 0.2609, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8431, predictive_accuracy: 0.8468, prior_entropy: 0.8085, recall: 0.8468, relative_absolute_error: 0.6992, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.787, scimark_benchmark: 1291.9214, usercpu_time_millis: 66.667, usercpu_time_millis_testing: 4.607, usercpu_time_millis_training: 62.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.6531, kappa: 0.0198, kb_relative_information_score: 658.1922, mean_absolute_error: 0.3209, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8153, predictive_accuracy: 0.7552, prior_entropy: 0.8085, recall: 0.7552, relative_absolute_error: 0.8598, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3799, root_relative_squared_error: 0.8796, scimark_benchmark: 1261.9484, usercpu_time_millis: 69.235, usercpu_time_millis_testing: 7.252, usercpu_time_millis_training: 61.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.8424, kappa: 0.5593, kb_relative_information_score: 1589.0673, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.846, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.6454, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.7633, scimark_benchmark: 1269.8125, usercpu_time_millis: 29.597, usercpu_time_millis_testing: 1.85, usercpu_time_millis_training: 27.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8117, kappa: 0.4618, kb_relative_information_score: 1165.3663, mean_absolute_error: 0.2757, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8376, predictive_accuracy: 0.8347, prior_entropy: 0.8085, recall: 0.8347, relative_absolute_error: 0.7388, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.8059, scimark_benchmark: 1291.347, usercpu_time_millis: 96.807, usercpu_time_millis_testing: 8.827, usercpu_time_millis_training: 87.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.8465, kappa: 0.575, kb_relative_information_score: 1808.8817, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8465, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7498, scimark_benchmark: 1265.0612, usercpu_time_millis: 222.862, usercpu_time_millis_testing: 13.491, usercpu_time_millis_training: 209.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.8039, kappa: 0.4389, kb_relative_information_score: 1114.1094, mean_absolute_error: 0.2804, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8319, predictive_accuracy: 0.8292, prior_entropy: 0.8085, recall: 0.8292, relative_absolute_error: 0.7515, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3517, root_relative_squared_error: 0.8141, scimark_benchmark: 1274.7691, usercpu_time_millis: 94.47, usercpu_time_millis_testing: 8.725, usercpu_time_millis_training: 85.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8451, kappa: 0.5673, kb_relative_information_score: 1618.4503, mean_absolute_error: 0.2375, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8483, predictive_accuracy: 0.854, prior_entropy: 0.8085, recall: 0.854, relative_absolute_error: 0.6365, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.328, root_relative_squared_error: 0.7595, scimark_benchmark: 1254.8944, usercpu_time_millis: 218.044, usercpu_time_millis_testing: 16.918, usercpu_time_millis_training: 201.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8962, f_measure: 0.8411, kappa: 0.5549, kb_relative_information_score: 1487.0309, mean_absolute_error: 0.2494, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8455, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.6684, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3343, root_relative_squared_error: 0.7739, scimark_benchmark: 1286.7634, usercpu_time_millis: 56.532, usercpu_time_millis_testing: 4.295, usercpu_time_millis_training: 52.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, f_measure: 0.845, kappa: 0.5687, kb_relative_information_score: 1683.7635, mean_absolute_error: 0.2318, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8465, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.6211, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.7561, scimark_benchmark: 1293.7881, usercpu_time_millis: 89.784, usercpu_time_millis_testing: 7.476, usercpu_time_millis_training: 82.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8211, kappa: 0.4904, kb_relative_information_score: 1218.7411, mean_absolute_error: 0.2709, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8414, predictive_accuracy: 0.8406, prior_entropy: 0.8085, recall: 0.8406, relative_absolute_error: 0.7259, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3453, root_relative_squared_error: 0.7994, scimark_benchmark: 1282.3593, usercpu_time_millis: 105.773, usercpu_time_millis_testing: 9.43, usercpu_time_millis_training: 96.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.845, kappa: 0.57, kb_relative_information_score: 1770.6629, mean_absolute_error: 0.2234, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8455, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.5987, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.7498, scimark_benchmark: 1272.1873, usercpu_time_millis: 74.197, usercpu_time_millis_testing: 5.192, usercpu_time_millis_training: 69.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8954, f_measure: 0.8406, kappa: 0.5544, kb_relative_information_score: 1504.6595, mean_absolute_error: 0.2477, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8439, predictive_accuracy: 0.8501, prior_entropy: 0.8085, recall: 0.8501, relative_absolute_error: 0.6636, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.7731, scimark_benchmark: 1285.5587, usercpu_time_millis: 127.195, usercpu_time_millis_testing: 8.04, usercpu_time_millis_training: 119.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8221, kappa: 0.4934, kb_relative_information_score: 1213.8463, mean_absolute_error: 0.2713, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8419, predictive_accuracy: 0.8413, prior_entropy: 0.8085, recall: 0.8413, relative_absolute_error: 0.727, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3456, root_relative_squared_error: 0.8001, scimark_benchmark: 1291.1605, usercpu_time_millis: 49.448, usercpu_time_millis_testing: 4.012, usercpu_time_millis_training: 45.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8954, f_measure: 0.837, kappa: 0.5421, kb_relative_information_score: 1504.903, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8424, predictive_accuracy: 0.8481, prior_entropy: 0.8085, recall: 0.8481, relative_absolute_error: 0.6646, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.334, root_relative_squared_error: 0.7732, scimark_benchmark: 1262.3317, usercpu_time_millis: 8.183, usercpu_time_millis_testing: 0.77, usercpu_time_millis_training: 7.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8927, f_measure: 0.8331, kappa: 0.5306, kb_relative_information_score: 1397.3163, mean_absolute_error: 0.257, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.839, predictive_accuracy: 0.845, prior_entropy: 0.8085, recall: 0.845, relative_absolute_error: 0.6888, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.7842, scimark_benchmark: 1267.2569, usercpu_time_millis: 36.201, usercpu_time_millis_testing: 2.442, usercpu_time_millis_training: 33.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.8287, kappa: 0.5154, kb_relative_information_score: 1322.009, mean_absolute_error: 0.2627, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8394, predictive_accuracy: 0.8435, prior_entropy: 0.8085, recall: 0.8435, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.341, root_relative_squared_error: 0.7895, scimark_benchmark: 1257.9342, usercpu_time_millis: 106.478, usercpu_time_millis_testing: 10.365, usercpu_time_millis_training: 96.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.8479, kappa: 0.5779, kb_relative_information_score: 1793.8204, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8486, predictive_accuracy: 0.8547, prior_entropy: 0.8085, recall: 0.8547, relative_absolute_error: 0.5937, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.7477, scimark_benchmark: 1278.9286, usercpu_time_millis: 125.695, usercpu_time_millis_testing: 8.337, usercpu_time_millis_training: 117.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8441, kappa: 0.5658, kb_relative_information_score: 1677.5136, mean_absolute_error: 0.2321, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.846, predictive_accuracy: 0.8523, prior_entropy: 0.8085, recall: 0.8523, relative_absolute_error: 0.622, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.7546, scimark_benchmark: 1286.2969, usercpu_time_millis: 290.526, usercpu_time_millis_testing: 21.271, usercpu_time_millis_training: 269.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8927, f_measure: 0.8105, kappa: 0.4582, kb_relative_information_score: 1146.4455, mean_absolute_error: 0.277, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8367, predictive_accuracy: 0.8338, prior_entropy: 0.8085, recall: 0.8338, relative_absolute_error: 0.7422, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.8083, scimark_benchmark: 1269.5921, usercpu_time_millis: 72.034, usercpu_time_millis_testing: 6.928, usercpu_time_millis_training: 65.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.8448, kappa: 0.5689, kb_relative_information_score: 1749.5665, mean_absolute_error: 0.2258, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8457, predictive_accuracy: 0.852, prior_entropy: 0.8085, recall: 0.852, relative_absolute_error: 0.605, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7497, scimark_benchmark: 1280.4163, usercpu_time_millis: 108.989, usercpu_time_millis_testing: 7.07, usercpu_time_millis_training: 101.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.8436, kappa: 0.5628, kb_relative_information_score: 1581.9669, mean_absolute_error: 0.2411, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8469, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3296, root_relative_squared_error: 0.763, scimark_benchmark: 1273.2344, usercpu_time_millis: 76.332, usercpu_time_millis_testing: 6.016, usercpu_time_millis_training: 70.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.7967, kappa: 0.4168, kb_relative_information_score: 1097.4363, mean_absolute_error: 0.2812, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8325, predictive_accuracy: 0.8257, prior_entropy: 0.8085, recall: 0.8257, relative_absolute_error: 0.7536, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.8144, scimark_benchmark: 1288.5948, usercpu_time_millis: 64.373, usercpu_time_millis_testing: 6.742, usercpu_time_millis_training: 57.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8427, kappa: 0.5605, kb_relative_information_score: 1538.287, mean_absolute_error: 0.2448, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8458, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.656, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.7695, scimark_benchmark: 1281.4653, usercpu_time_millis: 80.457, usercpu_time_millis_testing: 3.381, usercpu_time_millis_training: 77.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.8491, kappa: 0.5812, kb_relative_information_score: 1780.051, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8501, predictive_accuracy: 0.856, prior_entropy: 0.8085, recall: 0.856, relative_absolute_error: 0.5969, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.7484, scimark_benchmark: 1248.0051, usercpu_time_millis: 227.938, usercpu_time_millis_testing: 12.16, usercpu_time_millis_training: 215.778,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.8472, kappa: 0.5755, kb_relative_information_score: 1711.4989, mean_absolute_error: 0.2293, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8484, predictive_accuracy: 0.8545, prior_entropy: 0.8085, recall: 0.8545, relative_absolute_error: 0.6145, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.7537, scimark_benchmark: 1272.2725, usercpu_time_millis: 95.46, usercpu_time_millis_testing: 7.323, usercpu_time_millis_training: 88.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.8468, kappa: 0.5745, kb_relative_information_score: 1750.0272, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8477, predictive_accuracy: 0.8538, prior_entropy: 0.8085, recall: 0.8538, relative_absolute_error: 0.6041, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7504, scimark_benchmark: 1256.2065, usercpu_time_millis: 110.812, usercpu_time_millis_testing: 8.118, usercpu_time_millis_training: 102.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.8475, kappa: 0.5775, kb_relative_information_score: 1831.4649, mean_absolute_error: 0.2175, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8479, predictive_accuracy: 0.854, prior_entropy: 0.8085, recall: 0.854, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.7469, scimark_benchmark: 1278.4121, usercpu_time_millis: 223.308, usercpu_time_millis_testing: 11.506, usercpu_time_millis_training: 211.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.8459, kappa: 0.5735, kb_relative_information_score: 1824.3844, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.846, predictive_accuracy: 0.8523, prior_entropy: 0.8085, recall: 0.8523, relative_absolute_error: 0.585, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.323, root_relative_squared_error: 0.7478, scimark_benchmark: 1289.3735, usercpu_time_millis: 146.17, usercpu_time_millis_testing: 9.398, usercpu_time_millis_training: 136.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8459, kappa: 0.5703, kb_relative_information_score: 1684.1066, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8481, predictive_accuracy: 0.854, prior_entropy: 0.8085, recall: 0.854, relative_absolute_error: 0.6217, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.7542, scimark_benchmark: 1267.7613, usercpu_time_millis: 90.99, usercpu_time_millis_testing: 6.527, usercpu_time_millis_training: 84.463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8861, f_measure: 0.7571, kappa: 0.3016, kb_relative_information_score: 962.8633, mean_absolute_error: 0.2929, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8252, predictive_accuracy: 0.8043, prior_entropy: 0.8085, recall: 0.8043, relative_absolute_error: 0.7849, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.8331, scimark_benchmark: 1278.0056, usercpu_time_millis: 77.312, usercpu_time_millis_testing: 7.492, usercpu_time_millis_training: 69.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8887, f_measure: 0.8248, kappa: 0.5064, kb_relative_information_score: 1292.091, mean_absolute_error: 0.2649, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8309, predictive_accuracy: 0.838, prior_entropy: 0.8085, recall: 0.838, relative_absolute_error: 0.7097, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.7958, scimark_benchmark: 1284.9256, usercpu_time_millis: 4.533, usercpu_time_millis_testing: 0.326, usercpu_time_millis_training: 4.207,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.8453, kappa: 0.5684, kb_relative_information_score: 1641.1223, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8479, predictive_accuracy: 0.8538, prior_entropy: 0.8085, recall: 0.8538, relative_absolute_error: 0.6323, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.7588, scimark_benchmark: 1286.1964, usercpu_time_millis: 181.666, usercpu_time_millis_testing: 10.033, usercpu_time_millis_training: 171.633,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.7951, kappa: 0.4121, kb_relative_information_score: 1089.739, mean_absolute_error: 0.2822, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8322, predictive_accuracy: 0.8249, prior_entropy: 0.8085, recall: 0.8249, relative_absolute_error: 0.7562, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.8162, scimark_benchmark: 1270.3599, usercpu_time_millis: 63.806, usercpu_time_millis_testing: 5.481, usercpu_time_millis_training: 58.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8931, f_measure: 0.8249, kappa: 0.5039, kb_relative_information_score: 1281.3567, mean_absolute_error: 0.2668, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8369, predictive_accuracy: 0.8409, prior_entropy: 0.8085, recall: 0.8409, relative_absolute_error: 0.7149, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3433, root_relative_squared_error: 0.7949, scimark_benchmark: 1287.2605, usercpu_time_millis: 45.054, usercpu_time_millis_testing: 3.841, usercpu_time_millis_training: 41.213,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8927, f_measure: 0.8081, kappa: 0.4511, kb_relative_information_score: 1145.1791, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8362, predictive_accuracy: 0.8325, prior_entropy: 0.8085, recall: 0.8325, relative_absolute_error: 0.7425, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.8085, scimark_benchmark: 1287.2993, usercpu_time_millis: 40.899, usercpu_time_millis_testing: 3.948, usercpu_time_millis_training: 36.951,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8839, f_measure: 0.6454, kb_relative_information_score: 577.4939, mean_absolute_error: 0.3278, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.8783, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3858, root_relative_squared_error: 0.8931, scimark_benchmark: 1266.0789, usercpu_time_millis: 66.523, usercpu_time_millis_testing: 6.944, usercpu_time_millis_training: 59.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8923, f_measure: 0.8283, kappa: 0.5154, kb_relative_information_score: 1326.244, mean_absolute_error: 0.263, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8367, predictive_accuracy: 0.8422, prior_entropy: 0.8085, recall: 0.8422, relative_absolute_error: 0.7048, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3417, root_relative_squared_error: 0.791, scimark_benchmark: 1281.4756, usercpu_time_millis: 8.583, usercpu_time_millis_testing: 0.664, usercpu_time_millis_training: 7.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.8456, kappa: 0.5702, kb_relative_information_score: 1685.0712, mean_absolute_error: 0.2319, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8472, predictive_accuracy: 0.8534, prior_entropy: 0.8085, recall: 0.8534, relative_absolute_error: 0.6213, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.7558, scimark_benchmark: 1281.3017, usercpu_time_millis: 44.628, usercpu_time_millis_testing: 3.405, usercpu_time_millis_training: 41.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.6621, kappa: 0.0432, kb_relative_information_score: 605.2717, mean_absolute_error: 0.3238, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8176, predictive_accuracy: 0.7591, prior_entropy: 0.8085, recall: 0.7591, relative_absolute_error: 0.8677, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3832, root_relative_squared_error: 0.8871, scimark_benchmark: 1263.5011, usercpu_time_millis: 2.814, usercpu_time_millis_testing: 0.256, usercpu_time_millis_training: 2.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.8371, kappa: 0.5432, kb_relative_information_score: 1473.0055, mean_absolute_error: 0.2503, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8415, predictive_accuracy: 0.8477, prior_entropy: 0.8085, recall: 0.8477, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.7761, scimark_benchmark: 1273.8526, usercpu_time_millis: 11.154, usercpu_time_millis_testing: 0.848, usercpu_time_millis_training: 10.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.8468, kappa: 0.5745, kb_relative_information_score: 1739.3099, mean_absolute_error: 0.227, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8479, predictive_accuracy: 0.854, prior_entropy: 0.8085, recall: 0.854, relative_absolute_error: 0.6082, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.7506, scimark_benchmark: 1284.6929, usercpu_time_millis: 231.217, usercpu_time_millis_testing: 17.102, usercpu_time_millis_training: 214.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.8222, kappa: 0.4948, kb_relative_information_score: 1267.3054, mean_absolute_error: 0.2679, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8373, predictive_accuracy: 0.8398, prior_entropy: 0.8085, recall: 0.8398, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.7966, scimark_benchmark: 1245.4585, usercpu_time_millis: 108.881, usercpu_time_millis_testing: 8.706, usercpu_time_millis_training: 100.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.8366, kappa: 0.5394, kb_relative_information_score: 1400.3705, mean_absolute_error: 0.2557, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8449, predictive_accuracy: 0.8492, prior_entropy: 0.8085, recall: 0.8492, relative_absolute_error: 0.6852, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.7808, scimark_benchmark: 1281.6655, usercpu_time_millis: 114.77, usercpu_time_millis_testing: 9.982, usercpu_time_millis_training: 104.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.8462, kappa: 0.573, kb_relative_information_score: 1757.0693, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8469, predictive_accuracy: 0.8531, prior_entropy: 0.8085, recall: 0.8531, relative_absolute_error: 0.6029, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.324, root_relative_squared_error: 0.7501, scimark_benchmark: 1256.0568, usercpu_time_millis: 104.368, usercpu_time_millis_testing: 7.666, usercpu_time_millis_training: 96.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9011, f_measure: 0.8473, kappa: 0.5758, kb_relative_information_score: 1724.4949, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8484, predictive_accuracy: 0.8545, prior_entropy: 0.8085, recall: 0.8545, relative_absolute_error: 0.6117, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.325, root_relative_squared_error: 0.7523, scimark_benchmark: 1285.4397, usercpu_time_millis: 130.093, usercpu_time_millis_testing: 9.947, usercpu_time_millis_training: 120.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8794, f_measure: 0.6454, kb_relative_information_score: 518.9126, mean_absolute_error: 0.3322, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.8902, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.9027, scimark_benchmark: 1277.2933, usercpu_time_millis: 15.633, usercpu_time_millis_testing: 1.6, usercpu_time_millis_training: 14.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.8432, kappa: 0.5621, kb_relative_information_score: 1634.9719, mean_absolute_error: 0.2363, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.846, predictive_accuracy: 0.852, prior_entropy: 0.8085, recall: 0.852, relative_absolute_error: 0.6333, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3282, root_relative_squared_error: 0.7598, scimark_benchmark: 1267.3292, usercpu_time_millis: 153.893, usercpu_time_millis_testing: 8.145, usercpu_time_millis_training: 145.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8987, f_measure: 0.8415, kappa: 0.556, kb_relative_information_score: 1531.22, mean_absolute_error: 0.2457, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8457, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.6583, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3318, root_relative_squared_error: 0.7682, scimark_benchmark: 1284.5399, usercpu_time_millis: 70.869, usercpu_time_millis_testing: 5.188, usercpu_time_millis_training: 65.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8891, f_measure: 0.8078, kappa: 0.4508, kb_relative_information_score: 1126.9824, mean_absolute_error: 0.2783, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8322, predictive_accuracy: 0.8312, prior_entropy: 0.8085, recall: 0.8312, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.8119, scimark_benchmark: 1280.9953, usercpu_time_millis: 86.311, usercpu_time_millis_testing: 6.785, usercpu_time_millis_training: 79.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.8409, kappa: 0.5524, kb_relative_information_score: 1440.4286, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8478, predictive_accuracy: 0.8523, prior_entropy: 0.8085, recall: 0.8523, relative_absolute_error: 0.6773, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.776, scimark_benchmark: 1250.1201, usercpu_time_millis: 119.828, usercpu_time_millis_testing: 9.437, usercpu_time_millis_training: 110.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.8464, kappa: 0.5738, kb_relative_information_score: 1754.7629, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8472, predictive_accuracy: 0.8534, prior_entropy: 0.8085, recall: 0.8534, relative_absolute_error: 0.6042, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7496, scimark_benchmark: 1290.2298, usercpu_time_millis: 308.799, usercpu_time_millis_testing: 17.818, usercpu_time_millis_training: 290.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8456, kappa: 0.5686, kb_relative_information_score: 1608.5966, mean_absolute_error: 0.2386, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8489, predictive_accuracy: 0.8545, prior_entropy: 0.8085, recall: 0.8545, relative_absolute_error: 0.6395, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.7606, scimark_benchmark: 1265.564, usercpu_time_millis: 64.246, usercpu_time_millis_testing: 4.722, usercpu_time_millis_training: 59.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8841, f_measure: 0.6454, kb_relative_information_score: 582.7026, mean_absolute_error: 0.3276, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.8778, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3855, root_relative_squared_error: 0.8924, scimark_benchmark: 1287.493, usercpu_time_millis: 24.989, usercpu_time_millis_testing: 2.55, usercpu_time_millis_training: 22.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.8237, kappa: 0.5003, kb_relative_information_score: 1288.5778, mean_absolute_error: 0.2665, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8356, predictive_accuracy: 0.8398, prior_entropy: 0.8085, recall: 0.8398, relative_absolute_error: 0.7142, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3431, root_relative_squared_error: 0.7943, scimark_benchmark: 1257.8566, usercpu_time_millis: 15.701, usercpu_time_millis_testing: 1.451, usercpu_time_millis_training: 14.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.8447, kappa: 0.5677, kb_relative_information_score: 1711.1777, mean_absolute_error: 0.2294, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8462, predictive_accuracy: 0.8525, prior_entropy: 0.8085, recall: 0.8525, relative_absolute_error: 0.6148, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.7539, scimark_benchmark: 1247.2594, usercpu_time_millis: 40.001, usercpu_time_millis_testing: 2.693, usercpu_time_millis_training: 37.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.8458, kappa: 0.5717, kb_relative_information_score: 1750.8817, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8467, predictive_accuracy: 0.8529, prior_entropy: 0.8085, recall: 0.8529, relative_absolute_error: 0.6043, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.324, root_relative_squared_error: 0.7502, scimark_benchmark: 1289.5707, usercpu_time_millis: 198.362, usercpu_time_millis_testing: 13.911, usercpu_time_millis_training: 184.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.6515, kappa: 0.0159, kb_relative_information_score: 642.3934, mean_absolute_error: 0.3224, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8149, predictive_accuracy: 0.7545, prior_entropy: 0.8085, recall: 0.7545, relative_absolute_error: 0.864, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.8825, scimark_benchmark: 1271.3622, usercpu_time_millis: 36.231, usercpu_time_millis_testing: 3.068, usercpu_time_millis_training: 33.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8873, f_measure: 0.7601, kappa: 0.3101, kb_relative_information_score: 972.8913, mean_absolute_error: 0.2919, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8229, predictive_accuracy: 0.8053, prior_entropy: 0.8085, recall: 0.8053, relative_absolute_error: 0.7822, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.359, root_relative_squared_error: 0.8311, scimark_benchmark: 1268.0079, usercpu_time_millis: 40.941, usercpu_time_millis_testing: 3.567, usercpu_time_millis_training: 37.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.65, kappa: 0.0119, kb_relative_information_score: 626.2822, mean_absolute_error: 0.3238, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8146, predictive_accuracy: 0.7538, prior_entropy: 0.8085, recall: 0.7538, relative_absolute_error: 0.8676, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3823, root_relative_squared_error: 0.8852, scimark_benchmark: 1280.8934, usercpu_time_millis: 59.126, usercpu_time_millis_testing: 5.851, usercpu_time_millis_training: 53.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8467, kappa: 0.5749, kb_relative_information_score: 1775.9567, mean_absolute_error: 0.2232, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8474, predictive_accuracy: 0.8536, prior_entropy: 0.8085, recall: 0.8536, relative_absolute_error: 0.598, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.7499, scimark_benchmark: 1265.5331, usercpu_time_millis: 109.84, usercpu_time_millis_testing: 7.798, usercpu_time_millis_training: 102.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8482, kappa: 0.5774, kb_relative_information_score: 1742.3311, mean_absolute_error: 0.2265, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.85, predictive_accuracy: 0.8558, prior_entropy: 0.8085, recall: 0.8558, relative_absolute_error: 0.6068, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7511, scimark_benchmark: 1279.1214, usercpu_time_millis: 274.032, usercpu_time_millis_testing: 14.697, usercpu_time_millis_training: 259.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8487, kappa: 0.5802, kb_relative_information_score: 1799.0403, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8496, predictive_accuracy: 0.8555, prior_entropy: 0.8085, recall: 0.8555, relative_absolute_error: 0.5921, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.323, root_relative_squared_error: 0.7479, scimark_benchmark: 1261.9929, usercpu_time_millis: 381.398, usercpu_time_millis_testing: 19.426, usercpu_time_millis_training: 361.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.7906, kappa: 0.3989, kb_relative_information_score: 1069.7757, mean_absolute_error: 0.2839, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8307, predictive_accuracy: 0.8222, prior_entropy: 0.8085, recall: 0.8222, relative_absolute_error: 0.7607, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3535, root_relative_squared_error: 0.8185, scimark_benchmark: 1280.4243, usercpu_time_millis: 112.233, usercpu_time_millis_testing: 10.228, usercpu_time_millis_training: 102.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.6454, kb_relative_information_score: 561.1876, mean_absolute_error: 0.3291, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.8819, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3871, root_relative_squared_error: 0.8962, scimark_benchmark: 1263.3379, usercpu_time_millis: 40.634, usercpu_time_millis_testing: 4.239, usercpu_time_millis_training: 36.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, f_measure: 0.65, kappa: 0.0119, kb_relative_information_score: 625.8252, mean_absolute_error: 0.324, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8146, predictive_accuracy: 0.7538, prior_entropy: 0.8085, recall: 0.7538, relative_absolute_error: 0.8682, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3825, root_relative_squared_error: 0.8855, scimark_benchmark: 1271.5705, usercpu_time_millis: 34.766, usercpu_time_millis_testing: 3.691, usercpu_time_millis_training: 31.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8986, f_measure: 0.8416, kappa: 0.555, kb_relative_information_score: 1471.4856, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8477, predictive_accuracy: 0.8525, prior_entropy: 0.8085, recall: 0.8525, relative_absolute_error: 0.6694, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.7729, scimark_benchmark: 1265.253, usercpu_time_millis: 191.104, usercpu_time_millis_testing: 17.794, usercpu_time_millis_training: 173.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8439, kappa: 0.566, kb_relative_information_score: 1710.3722, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.845, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.6138, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.7552, scimark_benchmark: 1235.002, usercpu_time_millis: 9.285, usercpu_time_millis_testing: 0.719, usercpu_time_millis_training: 8.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.8452, kappa: 0.5709, kb_relative_information_score: 1785.5856, mean_absolute_error: 0.222, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8455, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.7494, scimark_benchmark: 1288.5026, usercpu_time_millis: 67.41, usercpu_time_millis_testing: 3.792, usercpu_time_millis_training: 63.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.8115, kappa: 0.4612, kb_relative_information_score: 1155.6695, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8386, predictive_accuracy: 0.8349, prior_entropy: 0.8085, recall: 0.8349, relative_absolute_error: 0.7411, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3486, root_relative_squared_error: 0.807, scimark_benchmark: 1282.038, usercpu_time_millis: 92.509, usercpu_time_millis_testing: 9.034, usercpu_time_millis_training: 83.475,

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