Task
Supervised Classification on satimage

Supervised Classification on satimage

Task 2074 Supervised Classification satimage 19457 runs submitted
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  • at2 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9161, kappa: 0.8989, kb_relative_information_score: 0.8623, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9184, number_of_instances: 6430, precision: 0.9164, predictive_accuracy: 0.9184, prior_entropy: 2.4834, relative_absolute_error: 0.1992, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.3999, unweighted_recall: 0.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9148, kappa: 0.8975, kb_relative_information_score: 0.8562, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9173, number_of_instances: 6430, precision: 0.915, predictive_accuracy: 0.9173, prior_entropy: 2.4834, relative_absolute_error: 0.2089, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.4042, unweighted_recall: 0.8914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9126, kappa: 0.8945, kb_relative_information_score: 0.8623, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9148, number_of_instances: 6430, precision: 0.9126, predictive_accuracy: 0.9148, prior_entropy: 2.4834, relative_absolute_error: 0.1978, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.4035, unweighted_recall: 0.8902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.921, kappa: 0.9049, kb_relative_information_score: 0.8714, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9232, number_of_instances: 6430, precision: 0.9213, predictive_accuracy: 0.9232, prior_entropy: 2.4834, relative_absolute_error: 0.1878, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.3879, unweighted_recall: 0.8994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9115, kappa: 0.8934, kb_relative_information_score: 0.8584, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.2701, weighted_recall: 0.914, number_of_instances: 6430, precision: 0.9118, predictive_accuracy: 0.914, prior_entropy: 2.4834, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.4068, unweighted_recall: 0.8877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.8871, kappa: 0.8643, kb_relative_information_score: 0.8218, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8907, number_of_instances: 6430, precision: 0.8874, predictive_accuracy: 0.8907, prior_entropy: 2.4834, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.4503, unweighted_recall: 0.8568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9182, kappa: 0.9011, kb_relative_information_score: 0.8767, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9201, number_of_instances: 6430, precision: 0.9182, predictive_accuracy: 0.9201, prior_entropy: 2.4834, relative_absolute_error: 0.1763, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.3886, unweighted_recall: 0.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.887, kappa: 0.8646, kb_relative_information_score: 0.811, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.2701, weighted_recall: 0.891, number_of_instances: 6430, precision: 0.888, predictive_accuracy: 0.891, prior_entropy: 2.4834, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.4561, unweighted_recall: 0.8558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9171, kappa: 0.8999, kb_relative_information_score: 0.8703, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9191, number_of_instances: 6430, precision: 0.917, predictive_accuracy: 0.9191, prior_entropy: 2.4834, relative_absolute_error: 0.1868, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.3924, unweighted_recall: 0.8959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9093, kappa: 0.8906, kb_relative_information_score: 0.8662, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9117, number_of_instances: 6430, precision: 0.9094, predictive_accuracy: 0.9117, prior_entropy: 2.4834, relative_absolute_error: 0.1907, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.4035, unweighted_recall: 0.8858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9013, kappa: 0.8816, kb_relative_information_score: 0.8386, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9045, number_of_instances: 6430, precision: 0.9018, predictive_accuracy: 0.9045, prior_entropy: 2.4834, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.4271, unweighted_recall: 0.8741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9193, kappa: 0.9031, kb_relative_information_score: 0.8651, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9218, number_of_instances: 6430, precision: 0.9197, predictive_accuracy: 0.9218, prior_entropy: 2.4834, relative_absolute_error: 0.1953, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.3948, unweighted_recall: 0.8967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.905, kappa: 0.8857, kb_relative_information_score: 0.8517, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9078, number_of_instances: 6430, precision: 0.9049, predictive_accuracy: 0.9078, prior_entropy: 2.4834, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.153, root_relative_squared_error: 0.4164, unweighted_recall: 0.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9207, kappa: 0.9043, kb_relative_information_score: 0.8734, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9227, number_of_instances: 6430, precision: 0.9209, predictive_accuracy: 0.9227, prior_entropy: 2.4834, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.388, unweighted_recall: 0.8998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9034, kappa: 0.8835, kb_relative_information_score: 0.8548, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9059, number_of_instances: 6430, precision: 0.9034, predictive_accuracy: 0.9059, prior_entropy: 2.4834, relative_absolute_error: 0.2063, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1526, root_relative_squared_error: 0.4152, unweighted_recall: 0.8787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.8924, kappa: 0.8711, kb_relative_information_score: 0.8237, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8961, number_of_instances: 6430, precision: 0.8933, predictive_accuracy: 0.8961, prior_entropy: 2.4834, relative_absolute_error: 0.2518, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1637, root_relative_squared_error: 0.4455, unweighted_recall: 0.8624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9169, kappa: 0.8998, kb_relative_information_score: 0.8651, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9191, number_of_instances: 6430, precision: 0.9171, predictive_accuracy: 0.9191, prior_entropy: 2.4834, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1456, root_relative_squared_error: 0.3961, unweighted_recall: 0.8942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9172, kappa: 0.9001, kb_relative_information_score: 0.871, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9193, number_of_instances: 6430, precision: 0.9173, predictive_accuracy: 0.9193, prior_entropy: 2.4834, relative_absolute_error: 0.1851, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.3932, unweighted_recall: 0.8961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9132, kappa: 0.8955, kb_relative_information_score: 0.8493, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9157, number_of_instances: 6430, precision: 0.914, predictive_accuracy: 0.9157, prior_entropy: 2.4834, relative_absolute_error: 0.2205, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.411, unweighted_recall: 0.8879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.8912, kappa: 0.8698, kb_relative_information_score: 0.817, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8952, number_of_instances: 6430, precision: 0.8925, predictive_accuracy: 0.8952, prior_entropy: 2.4834, relative_absolute_error: 0.261, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.4513, unweighted_recall: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.904, kappa: 0.8844, kb_relative_information_score: 0.8495, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9067, number_of_instances: 6430, precision: 0.9039, predictive_accuracy: 0.9067, prior_entropy: 2.4834, relative_absolute_error: 0.2141, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.4199, unweighted_recall: 0.8792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9125, kappa: 0.8945, kb_relative_information_score: 0.8654, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9148, number_of_instances: 6430, precision: 0.9126, predictive_accuracy: 0.9148, prior_entropy: 2.4834, relative_absolute_error: 0.1932, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.4005, unweighted_recall: 0.8897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.8797, kappa: 0.8552, kb_relative_information_score: 0.8193, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8834, number_of_instances: 6430, precision: 0.88, predictive_accuracy: 0.8834, prior_entropy: 2.4834, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.4587, unweighted_recall: 0.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.902, kappa: 0.8822, kb_relative_information_score: 0.8408, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.2701, weighted_recall: 0.905, number_of_instances: 6430, precision: 0.9025, predictive_accuracy: 0.905, prior_entropy: 2.4834, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.4251, unweighted_recall: 0.8749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9174, kappa: 0.9006, kb_relative_information_score: 0.8638, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9198, number_of_instances: 6430, precision: 0.9176, predictive_accuracy: 0.9198, prior_entropy: 2.4834, relative_absolute_error: 0.196, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.146, root_relative_squared_error: 0.3974, unweighted_recall: 0.8952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9191, kappa: 0.9026, kb_relative_information_score: 0.868, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9213, number_of_instances: 6430, precision: 0.9194, predictive_accuracy: 0.9213, prior_entropy: 2.4834, relative_absolute_error: 0.1908, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.3923, unweighted_recall: 0.8977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.8733, kappa: 0.849, kb_relative_information_score: 0.7636, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8787, number_of_instances: 6430, precision: 0.8767, predictive_accuracy: 0.8787, prior_entropy: 2.4834, relative_absolute_error: 0.3362, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.4985, unweighted_recall: 0.8368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9072, kappa: 0.8889, kb_relative_information_score: 0.8392, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9104, number_of_instances: 6430, precision: 0.9082, predictive_accuracy: 0.9104, prior_entropy: 2.4834, relative_absolute_error: 0.2349, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.155, root_relative_squared_error: 0.4219, unweighted_recall: 0.8796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9081, kappa: 0.8887, kb_relative_information_score: 0.8729, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9101, number_of_instances: 6430, precision: 0.9079, predictive_accuracy: 0.9101, prior_entropy: 2.4834, relative_absolute_error: 0.1762, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1487, root_relative_squared_error: 0.4045, unweighted_recall: 0.8859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.88, kappa: 0.8566, kb_relative_information_score: 0.7909, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8846, number_of_instances: 6430, precision: 0.8817, predictive_accuracy: 0.8846, prior_entropy: 2.4834, relative_absolute_error: 0.2964, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1749, root_relative_squared_error: 0.476, unweighted_recall: 0.8461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.918, kappa: 0.9012, kb_relative_information_score: 0.872, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9202, number_of_instances: 6430, precision: 0.9181, predictive_accuracy: 0.9202, prior_entropy: 2.4834, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.3896, unweighted_recall: 0.8962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9073, kappa: 0.8887, kb_relative_information_score: 0.8413, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9103, number_of_instances: 6430, precision: 0.9081, predictive_accuracy: 0.9103, prior_entropy: 2.4834, relative_absolute_error: 0.2321, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.4192, unweighted_recall: 0.8803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9157, kappa: 0.8989, kb_relative_information_score: 0.8597, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9184, number_of_instances: 6430, precision: 0.9161, predictive_accuracy: 0.9184, prior_entropy: 2.4834, relative_absolute_error: 0.2008, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.4031, unweighted_recall: 0.8926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.8982, kappa: 0.8759, kb_relative_information_score: 0.8702, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8997, number_of_instances: 6430, precision: 0.8976, predictive_accuracy: 0.8997, prior_entropy: 2.4834, relative_absolute_error: 0.1742, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1537, root_relative_squared_error: 0.4183, unweighted_recall: 0.8756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9101, kappa: 0.8916, kb_relative_information_score: 0.8585, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9124, number_of_instances: 6430, precision: 0.9101, predictive_accuracy: 0.9124, prior_entropy: 2.4834, relative_absolute_error: 0.2032, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1498, root_relative_squared_error: 0.4077, unweighted_recall: 0.8865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9162, kappa: 0.8991, kb_relative_information_score: 0.8618, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9185, number_of_instances: 6430, precision: 0.9166, predictive_accuracy: 0.9185, prior_entropy: 2.4834, relative_absolute_error: 0.2001, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.4007, unweighted_recall: 0.8935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9059, kappa: 0.8868, kb_relative_information_score: 0.8456, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9087, number_of_instances: 6430, precision: 0.9063, predictive_accuracy: 0.9087, prior_entropy: 2.4834, relative_absolute_error: 0.2227, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1542, root_relative_squared_error: 0.4196, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9038, kappa: 0.8845, kb_relative_information_score: 0.8428, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9068, number_of_instances: 6430, precision: 0.9043, predictive_accuracy: 0.9068, prior_entropy: 2.4834, relative_absolute_error: 0.2258, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.156, root_relative_squared_error: 0.4244, unweighted_recall: 0.8772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9207, kappa: 0.9043, kb_relative_information_score: 0.8739, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9227, number_of_instances: 6430, precision: 0.9208, predictive_accuracy: 0.9227, prior_entropy: 2.4834, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.386, unweighted_recall: 0.8999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9041, kappa: 0.8849, kb_relative_information_score: 0.8473, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9072, number_of_instances: 6430, precision: 0.9043, predictive_accuracy: 0.9072, prior_entropy: 2.4834, relative_absolute_error: 0.2189, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1542, root_relative_squared_error: 0.4196, unweighted_recall: 0.8781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.8813, kappa: 0.8578, kb_relative_information_score: 0.7977, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8855, number_of_instances: 6430, precision: 0.8828, predictive_accuracy: 0.8855, prior_entropy: 2.4834, relative_absolute_error: 0.2842, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.4703, unweighted_recall: 0.8484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9197, kappa: 0.9032, kb_relative_information_score: 0.873, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9218, number_of_instances: 6430, precision: 0.9198, predictive_accuracy: 0.9218, prior_entropy: 2.4834, relative_absolute_error: 0.1845, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1424, root_relative_squared_error: 0.3875, unweighted_recall: 0.8983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.8947, kappa: 0.8738, kb_relative_information_score: 0.8284, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8983, number_of_instances: 6430, precision: 0.8955, predictive_accuracy: 0.8983, prior_entropy: 2.4834, relative_absolute_error: 0.2465, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.4384, unweighted_recall: 0.8659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9148, kappa: 0.8972, kb_relative_information_score: 0.8631, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.2701, weighted_recall: 0.917, number_of_instances: 6430, precision: 0.9149, predictive_accuracy: 0.917, prior_entropy: 2.4834, relative_absolute_error: 0.1972, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.4008, unweighted_recall: 0.8929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9164, kappa: 0.8993, kb_relative_information_score: 0.8584, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9187, number_of_instances: 6430, precision: 0.9166, predictive_accuracy: 0.9187, prior_entropy: 2.4834, relative_absolute_error: 0.2048, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.4034, unweighted_recall: 0.8939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.918, kappa: 0.9015, kb_relative_information_score: 0.8632, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9205, number_of_instances: 6430, precision: 0.9185, predictive_accuracy: 0.9205, prior_entropy: 2.4834, relative_absolute_error: 0.1974, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.146, root_relative_squared_error: 0.3974, unweighted_recall: 0.8951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9191, kappa: 0.9024, kb_relative_information_score: 0.8737, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9212, number_of_instances: 6430, precision: 0.9192, predictive_accuracy: 0.9212, prior_entropy: 2.4834, relative_absolute_error: 0.1823, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.3876, unweighted_recall: 0.8981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.898, kappa: 0.8767, kb_relative_information_score: 0.8519, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9005, number_of_instances: 6430, precision: 0.8979, predictive_accuracy: 0.9005, prior_entropy: 2.4834, relative_absolute_error: 0.2089, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1549, root_relative_squared_error: 0.4216, unweighted_recall: 0.8717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9174, kappa: 0.9003, kb_relative_information_score: 0.8753, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9194, number_of_instances: 6430, precision: 0.9176, predictive_accuracy: 0.9194, prior_entropy: 2.4834, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.3912, unweighted_recall: 0.8961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9065, kappa: 0.8873, kb_relative_information_score: 0.8567, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.2701, weighted_recall: 0.909, number_of_instances: 6430, precision: 0.9065, predictive_accuracy: 0.909, prior_entropy: 2.4834, relative_absolute_error: 0.2042, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1514, root_relative_squared_error: 0.4121, unweighted_recall: 0.8824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.8934, kappa: 0.872, kb_relative_information_score: 0.8224, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8969, number_of_instances: 6430, precision: 0.894, predictive_accuracy: 0.8969, prior_entropy: 2.4834, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.4456, unweighted_recall: 0.8641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9141, kappa: 0.8966, kb_relative_information_score: 0.8605, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9165, number_of_instances: 6430, precision: 0.9141, predictive_accuracy: 0.9165, prior_entropy: 2.4834, relative_absolute_error: 0.1998, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.404, unweighted_recall: 0.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.8887, kappa: 0.8664, kb_relative_information_score: 0.8228, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8924, number_of_instances: 6430, precision: 0.8891, predictive_accuracy: 0.8924, prior_entropy: 2.4834, relative_absolute_error: 0.2469, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.4497, unweighted_recall: 0.8586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9038, kappa: 0.8848, kb_relative_information_score: 0.8414, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9072, number_of_instances: 6430, precision: 0.9046, predictive_accuracy: 0.9072, prior_entropy: 2.4834, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.4223, unweighted_recall: 0.8766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9154, kappa: 0.8983, kb_relative_information_score: 0.8635, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9179, number_of_instances: 6430, precision: 0.9158, predictive_accuracy: 0.9179, prior_entropy: 2.4834, relative_absolute_error: 0.1962, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.4005, unweighted_recall: 0.8929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9147, kappa: 0.8977, kb_relative_information_score: 0.8574, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9174, number_of_instances: 6430, precision: 0.9151, predictive_accuracy: 0.9174, prior_entropy: 2.4834, relative_absolute_error: 0.205, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1489, root_relative_squared_error: 0.4053, unweighted_recall: 0.8909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.917, kappa: 0.9001, kb_relative_information_score: 0.8692, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9193, number_of_instances: 6430, precision: 0.9171, predictive_accuracy: 0.9193, prior_entropy: 2.4834, relative_absolute_error: 0.1863, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1454, root_relative_squared_error: 0.3957, unweighted_recall: 0.8962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.91, kappa: 0.8916, kb_relative_information_score: 0.8629, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9124, number_of_instances: 6430, precision: 0.9101, predictive_accuracy: 0.9124, prior_entropy: 2.4834, relative_absolute_error: 0.1964, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.4038, unweighted_recall: 0.8866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9178, kappa: 0.901, kb_relative_information_score: 0.862, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9201, number_of_instances: 6430, precision: 0.9181, predictive_accuracy: 0.9201, prior_entropy: 2.4834, relative_absolute_error: 0.2005, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.3978, unweighted_recall: 0.8948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9203, kappa: 0.9039, kb_relative_information_score: 0.8755, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9224, number_of_instances: 6430, precision: 0.9205, predictive_accuracy: 0.9224, prior_entropy: 2.4834, relative_absolute_error: 0.1806, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.3849, unweighted_recall: 0.8991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9139, kappa: 0.8965, kb_relative_information_score: 0.8573, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9165, number_of_instances: 6430, precision: 0.9144, predictive_accuracy: 0.9165, prior_entropy: 2.4834, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.4044, unweighted_recall: 0.8896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9047, kappa: 0.8853, kb_relative_information_score: 0.8518, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9075, number_of_instances: 6430, precision: 0.9045, predictive_accuracy: 0.9075, prior_entropy: 2.4834, relative_absolute_error: 0.2127, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.153, root_relative_squared_error: 0.4163, unweighted_recall: 0.8794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9152, kappa: 0.8978, kb_relative_information_score: 0.8739, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9174, number_of_instances: 6430, precision: 0.9154, predictive_accuracy: 0.9174, prior_entropy: 2.4834, relative_absolute_error: 0.1794, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1446, root_relative_squared_error: 0.3935, unweighted_recall: 0.8935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9082, kappa: 0.8898, kb_relative_information_score: 0.8507, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2701, weighted_recall: 0.911, number_of_instances: 6430, precision: 0.9085, predictive_accuracy: 0.911, prior_entropy: 2.4834, relative_absolute_error: 0.2158, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.4143, unweighted_recall: 0.8834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.8978, kappa: 0.877, kb_relative_information_score: 0.8456, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9008, number_of_instances: 6430, precision: 0.8978, predictive_accuracy: 0.9008, prior_entropy: 2.4834, relative_absolute_error: 0.2148, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.4281, unweighted_recall: 0.8716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9166, kappa: 0.8996, kb_relative_information_score: 0.8626, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.2701, weighted_recall: 0.919, number_of_instances: 6430, precision: 0.917, predictive_accuracy: 0.919, prior_entropy: 2.4834, relative_absolute_error: 0.1986, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.3997, unweighted_recall: 0.8938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9069, kappa: 0.8881, kb_relative_information_score: 0.8405, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9098, number_of_instances: 6430, precision: 0.9075, predictive_accuracy: 0.9098, prior_entropy: 2.4834, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.4211, unweighted_recall: 0.8805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9044, kappa: 0.8854, kb_relative_information_score: 0.8351, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9076, number_of_instances: 6430, precision: 0.9053, predictive_accuracy: 0.9076, prior_entropy: 2.4834, relative_absolute_error: 0.2406, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.4267, unweighted_recall: 0.8767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.8889, kappa: 0.8668, kb_relative_information_score: 0.8146, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8927, number_of_instances: 6430, precision: 0.8899, predictive_accuracy: 0.8927, prior_entropy: 2.4834, relative_absolute_error: 0.2613, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.4535, unweighted_recall: 0.8579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9179, kappa: 0.9008, kb_relative_information_score: 0.8703, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9199, number_of_instances: 6430, precision: 0.9179, predictive_accuracy: 0.9199, prior_entropy: 2.4834, relative_absolute_error: 0.1872, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.144, root_relative_squared_error: 0.3919, unweighted_recall: 0.8965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9, kappa: 0.8805, kb_relative_information_score: 0.8278, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9037, number_of_instances: 6430, precision: 0.901, predictive_accuracy: 0.9037, prior_entropy: 2.4834, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.4339, unweighted_recall: 0.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.8892, kappa: 0.867, kb_relative_information_score: 0.8177, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8928, number_of_instances: 6430, precision: 0.8901, predictive_accuracy: 0.8928, prior_entropy: 2.4834, relative_absolute_error: 0.258, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.4529, unweighted_recall: 0.8586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9176, kappa: 0.9006, kb_relative_information_score: 0.874, mean_absolute_error: 0.0489, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9198, number_of_instances: 6430, precision: 0.9177, predictive_accuracy: 0.9198, prior_entropy: 2.4834, relative_absolute_error: 0.181, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.3894, unweighted_recall: 0.8961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.8887, kappa: 0.8662, kb_relative_information_score: 0.8214, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8922, number_of_instances: 6430, precision: 0.8891, predictive_accuracy: 0.8922, prior_entropy: 2.4834, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1657, root_relative_squared_error: 0.4508, unweighted_recall: 0.8585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.906, kappa: 0.8871, kb_relative_information_score: 0.8522, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9089, number_of_instances: 6430, precision: 0.9059, predictive_accuracy: 0.9089, prior_entropy: 2.4834, relative_absolute_error: 0.2123, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.4158, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9022, kappa: 0.8824, kb_relative_information_score: 0.8423, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9051, number_of_instances: 6430, precision: 0.9024, predictive_accuracy: 0.9051, prior_entropy: 2.4834, relative_absolute_error: 0.2227, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1564, root_relative_squared_error: 0.4257, unweighted_recall: 0.8769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.8984, kappa: 0.8773, kb_relative_information_score: 0.8547, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9009, number_of_instances: 6430, precision: 0.8985, predictive_accuracy: 0.9009, prior_entropy: 2.4834, relative_absolute_error: 0.2043, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.4197, unweighted_recall: 0.8722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9172, kappa: 0.9002, kb_relative_information_score: 0.8675, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9194, number_of_instances: 6430, precision: 0.9174, predictive_accuracy: 0.9194, prior_entropy: 2.4834, relative_absolute_error: 0.1921, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1448, root_relative_squared_error: 0.3941, unweighted_recall: 0.8952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9118, kappa: 0.894, kb_relative_information_score: 0.8509, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9145, number_of_instances: 6430, precision: 0.9123, predictive_accuracy: 0.9145, prior_entropy: 2.4834, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.4123, unweighted_recall: 0.8871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9148, kappa: 0.8975, kb_relative_information_score: 0.854, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9173, number_of_instances: 6430, precision: 0.9151, predictive_accuracy: 0.9173, prior_entropy: 2.4834, relative_absolute_error: 0.2122, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.4067, unweighted_recall: 0.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9071, kappa: 0.8885, kb_relative_information_score: 0.8398, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9101, number_of_instances: 6430, precision: 0.908, predictive_accuracy: 0.9101, prior_entropy: 2.4834, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.4206, unweighted_recall: 0.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.8768, kappa: 0.8527, kb_relative_information_score: 0.7878, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8815, number_of_instances: 6430, precision: 0.8786, predictive_accuracy: 0.8815, prior_entropy: 2.4834, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.4781, unweighted_recall: 0.8426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.8984, kappa: 0.8773, kb_relative_information_score: 0.8547, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9009, number_of_instances: 6430, precision: 0.8985, predictive_accuracy: 0.9009, prior_entropy: 2.4834, relative_absolute_error: 0.2043, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.4197, unweighted_recall: 0.8722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8815, kappa: 0.8585, kb_relative_information_score: 0.7826, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8862, number_of_instances: 6430, precision: 0.8833, predictive_accuracy: 0.8862, prior_entropy: 2.4834, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.4796, unweighted_recall: 0.8477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9007, kappa: 0.8806, kb_relative_information_score: 0.8416, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9037, number_of_instances: 6430, precision: 0.9011, predictive_accuracy: 0.9037, prior_entropy: 2.4834, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.4248, unweighted_recall: 0.8742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.8987, kappa: 0.8786, kb_relative_information_score: 0.8304, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9022, number_of_instances: 6430, precision: 0.8995, predictive_accuracy: 0.9022, prior_entropy: 2.4834, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.4348, unweighted_recall: 0.8702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.887, kappa: 0.8648, kb_relative_information_score: 0.8093, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8911, number_of_instances: 6430, precision: 0.8882, predictive_accuracy: 0.8911, prior_entropy: 2.4834, relative_absolute_error: 0.272, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.4578, unweighted_recall: 0.8558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.8994, kappa: 0.8794, kb_relative_information_score: 0.8258, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9028, number_of_instances: 6430, precision: 0.9003, predictive_accuracy: 0.9028, prior_entropy: 2.4834, relative_absolute_error: 0.2531, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.4367, unweighted_recall: 0.8708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.8939, kappa: 0.8723, kb_relative_information_score: 0.8375, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.2701, weighted_recall: 0.897, number_of_instances: 6430, precision: 0.8944, predictive_accuracy: 0.897, prior_entropy: 2.4834, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.435, unweighted_recall: 0.8655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.8832, kappa: 0.8588, kb_relative_information_score: 0.8286, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8862, number_of_instances: 6430, precision: 0.8833, predictive_accuracy: 0.8862, prior_entropy: 2.4834, relative_absolute_error: 0.2371, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.4535, unweighted_recall: 0.8522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9124, kappa: 0.8947, kb_relative_information_score: 0.8484, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9151, number_of_instances: 6430, precision: 0.9133, predictive_accuracy: 0.9151, prior_entropy: 2.4834, relative_absolute_error: 0.2218, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.4112, unweighted_recall: 0.8865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9171, kappa: 0.9002, kb_relative_information_score: 0.8633, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9194, number_of_instances: 6430, precision: 0.9175, predictive_accuracy: 0.9194, prior_entropy: 2.4834, relative_absolute_error: 0.1983, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.3983, unweighted_recall: 0.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9167, kappa: 0.8996, kb_relative_information_score: 0.8645, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.2701, weighted_recall: 0.919, number_of_instances: 6430, precision: 0.9169, predictive_accuracy: 0.919, prior_entropy: 2.4834, relative_absolute_error: 0.1971, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.3977, unweighted_recall: 0.8937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9131, kappa: 0.8952, kb_relative_information_score: 0.8644, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9154, number_of_instances: 6430, precision: 0.9131, predictive_accuracy: 0.9154, prior_entropy: 2.4834, relative_absolute_error: 0.1957, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.3992, unweighted_recall: 0.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9173, kappa: 0.9003, kb_relative_information_score: 0.8694, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9194, number_of_instances: 6430, precision: 0.9174, predictive_accuracy: 0.9194, prior_entropy: 2.4834, relative_absolute_error: 0.188, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.3938, unweighted_recall: 0.8955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9101, kappa: 0.8917, kb_relative_information_score: 0.8603, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9126, number_of_instances: 6430, precision: 0.9103, predictive_accuracy: 0.9126, prior_entropy: 2.4834, relative_absolute_error: 0.1994, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.4074, unweighted_recall: 0.8871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9196, kappa: 0.903, kb_relative_information_score: 0.8724, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9216, number_of_instances: 6430, precision: 0.9198, predictive_accuracy: 0.9216, prior_entropy: 2.4834, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.3881, unweighted_recall: 0.8986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9134, kappa: 0.8954, kb_relative_information_score: 0.8605, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9156, number_of_instances: 6430, precision: 0.9135, predictive_accuracy: 0.9156, prior_entropy: 2.4834, relative_absolute_error: 0.201, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.4041, unweighted_recall: 0.8911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9148, kappa: 0.8974, kb_relative_information_score: 0.8599, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9171, number_of_instances: 6430, precision: 0.9149, predictive_accuracy: 0.9171, prior_entropy: 2.4834, relative_absolute_error: 0.2017, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.148, root_relative_squared_error: 0.4028, unweighted_recall: 0.8926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9141, kappa: 0.8964, kb_relative_information_score: 0.8677, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9163, number_of_instances: 6430, precision: 0.9142, predictive_accuracy: 0.9163, prior_entropy: 2.4834, relative_absolute_error: 0.1907, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.146, root_relative_squared_error: 0.3973, unweighted_recall: 0.8913,

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

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

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