Task
Supervised Classification on one-hundred-plants-texture

Supervised Classification on one-hundred-plants-texture

Task 9956 Supervised Classification one-hundred-plants-texture 13071 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50 study_7
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13071 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.854, kappa: 0.8515, kb_relative_information_score: 1363.4891, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8647, predictive_accuracy: 0.853, prior_entropy: 6.6438, recall: 0.853, relative_absolute_error: 0.1485, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0542, root_relative_squared_error: 0.5449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.8619, kappa: 0.861, kb_relative_information_score: 1378.5331, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8687, predictive_accuracy: 0.8624, prior_entropy: 6.6438, recall: 0.8624, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0525, root_relative_squared_error: 0.5272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5913, kappa: 0.1826, kb_relative_information_score: 302.1384, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1907, prior_entropy: 6.6438, recall: 0.1907, relative_absolute_error: 0.8174, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1272, root_relative_squared_error: 1.2786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.8618, kappa: 0.861, kb_relative_information_score: 1378.5331, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8675, predictive_accuracy: 0.8624, prior_entropy: 6.6438, recall: 0.8624, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0525, root_relative_squared_error: 0.5272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.512, kappa: 0.024, kb_relative_information_score: 50.6214, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0338, prior_entropy: 6.6438, recall: 0.0338, relative_absolute_error: 0.976, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.139, root_relative_squared_error: 1.3971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6286, kappa: 0.2571, kb_relative_information_score: 420.3815, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2645, prior_entropy: 6.6438, recall: 0.2645, relative_absolute_error: 0.7429, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1213, root_relative_squared_error: 1.2189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.8423, kappa: 0.8383, kb_relative_information_score: 1342.4328, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8528, predictive_accuracy: 0.8399, prior_entropy: 6.6438, recall: 0.8399, relative_absolute_error: 0.1617, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0566, root_relative_squared_error: 0.5687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4949, kappa: -0.0101, kb_relative_information_score: -3.4898, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, prior_entropy: 6.6438, relative_absolute_error: 1.0101, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1414, root_relative_squared_error: 1.4213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.855, kappa: 0.8541, kb_relative_information_score: 1367.5104, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8604, predictive_accuracy: 0.8555, prior_entropy: 6.6438, recall: 0.8555, relative_absolute_error: 0.1459, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0538, root_relative_squared_error: 0.5402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8535, kappa: 0.8534, kb_relative_information_score: 1366.4692, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8616, predictive_accuracy: 0.8549, prior_entropy: 6.6438, recall: 0.8549, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.5414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5196, kappa: 0.0392, kb_relative_information_score: 74.6709, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0488, prior_entropy: 6.6438, recall: 0.0488, relative_absolute_error: 0.9608, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1379, root_relative_squared_error: 1.3862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.8412, kappa: 0.837, kb_relative_information_score: 1340.4418, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8573, predictive_accuracy: 0.8386, prior_entropy: 6.6438, recall: 0.8386, relative_absolute_error: 0.163, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0568, root_relative_squared_error: 0.5709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.7812, kappa: 0.7587, kb_relative_information_score: 1216.1733, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8262, predictive_accuracy: 0.7611, prior_entropy: 6.6438, recall: 0.7611, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0691, root_relative_squared_error: 0.6947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5913, kappa: 0.1826, kb_relative_information_score: 302.1384, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1907, prior_entropy: 6.6438, recall: 0.1907, relative_absolute_error: 0.8174, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1272, root_relative_squared_error: 1.2786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5133, kappa: 0.0265, kb_relative_information_score: 54.6297, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0363, prior_entropy: 6.6438, recall: 0.0363, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1388, root_relative_squared_error: 1.3953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6425, kappa: 0.2849, kb_relative_information_score: 464.4721, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2921, prior_entropy: 6.6438, recall: 0.2921, relative_absolute_error: 0.7151, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.119, root_relative_squared_error: 1.1959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.8441, kappa: 0.8446, kb_relative_information_score: 1352.4534, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8526, predictive_accuracy: 0.8462, prior_entropy: 6.6438, recall: 0.8462, relative_absolute_error: 0.1554, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0555, root_relative_squared_error: 0.5575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.7898, kappa: 0.7934, kb_relative_information_score: 1271.2866, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7989, predictive_accuracy: 0.7955, prior_entropy: 6.6438, recall: 0.7955, relative_absolute_error: 0.2066, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.064, root_relative_squared_error: 0.6428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.8128, kappa: 0.8124, kb_relative_information_score: 1301.3614, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8295, predictive_accuracy: 0.8143, prior_entropy: 6.6438, recall: 0.8143, relative_absolute_error: 0.1876, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0609, root_relative_squared_error: 0.6126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8404, kappa: 0.8408, kb_relative_information_score: 1346.4411, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8495, predictive_accuracy: 0.8424, prior_entropy: 6.6438, recall: 0.8424, relative_absolute_error: 0.1592, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0561, root_relative_squared_error: 0.5643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5954, kappa: 0.1908, kb_relative_information_score: 315.2043, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1989, prior_entropy: 6.6438, recall: 0.1989, relative_absolute_error: 0.8092, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1266, root_relative_squared_error: 1.2722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8549, kappa: 0.8528, kb_relative_information_score: 1365.4932, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8642, predictive_accuracy: 0.8543, prior_entropy: 6.6438, recall: 0.8543, relative_absolute_error: 0.1472, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.054, root_relative_squared_error: 0.5426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.591, kappa: 0.1819, kb_relative_information_score: 301.1364, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1901, prior_entropy: 6.6438, recall: 0.1901, relative_absolute_error: 0.8181, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1273, root_relative_squared_error: 1.2791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8544, kappa: 0.8534, kb_relative_information_score: 1366.5083, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8594, predictive_accuracy: 0.8549, prior_entropy: 6.6438, recall: 0.8549, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.5414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8557, kappa: 0.8547, kb_relative_information_score: 1368.5125, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8611, predictive_accuracy: 0.8562, prior_entropy: 6.6438, recall: 0.8562, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.5391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8439, kappa: 0.8408, kb_relative_information_score: 1346.4541, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8584, predictive_accuracy: 0.8424, prior_entropy: 6.6438, recall: 0.8424, relative_absolute_error: 0.1592, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0561, root_relative_squared_error: 0.5643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.8603, kappa: 0.8591, kb_relative_information_score: 1375.5269, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8652, predictive_accuracy: 0.8605, prior_entropy: 6.6438, recall: 0.8605, relative_absolute_error: 0.1409, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.5308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5243, kappa: 0.0486, kb_relative_information_score: 89.7018, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0582, prior_entropy: 6.6438, recall: 0.0582, relative_absolute_error: 0.9514, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1372, root_relative_squared_error: 1.3794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8524, kappa: 0.8528, kb_relative_information_score: 1365.5063, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.859, predictive_accuracy: 0.8543, prior_entropy: 6.6438, recall: 0.8543, relative_absolute_error: 0.1472, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.054, root_relative_squared_error: 0.5426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.7852, kappa: 0.7688, kb_relative_information_score: 1232.2063, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8208, predictive_accuracy: 0.7711, prior_entropy: 6.6438, recall: 0.7711, relative_absolute_error: 0.2312, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0677, root_relative_squared_error: 0.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5916, kappa: 0.1832, kb_relative_information_score: 303.1405, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1914, prior_entropy: 6.6438, recall: 0.1914, relative_absolute_error: 0.8168, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1272, root_relative_squared_error: 1.2781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.8718, kappa: 0.8711, kb_relative_information_score: 1394.566, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8761, predictive_accuracy: 0.8724, prior_entropy: 6.6438, recall: 0.8724, relative_absolute_error: 0.1289, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.5077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5196, kappa: 0.0392, kb_relative_information_score: 74.6709, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0488, prior_entropy: 6.6438, recall: 0.0488, relative_absolute_error: 0.9608, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1379, root_relative_squared_error: 1.3862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8538, kappa: 0.8528, kb_relative_information_score: 1365.5063, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8589, predictive_accuracy: 0.8543, prior_entropy: 6.6438, recall: 0.8543, relative_absolute_error: 0.1472, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.054, root_relative_squared_error: 0.5426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8555, kappa: 0.8547, kb_relative_information_score: 1368.5125, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8605, predictive_accuracy: 0.8562, prior_entropy: 6.6438, recall: 0.8562, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.5391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5221, kappa: 0.0442, kb_relative_information_score: 82.6873, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0538, prior_entropy: 6.6438, recall: 0.0538, relative_absolute_error: 0.9558, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1376, root_relative_squared_error: 1.3826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9229, f_measure: 0.8498, kappa: 0.8459, kb_relative_information_score: 1354.4576, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8602, predictive_accuracy: 0.8474, prior_entropy: 6.6438, recall: 0.8474, relative_absolute_error: 0.1541, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0552, root_relative_squared_error: 0.5552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8544, f_measure: 0.7437, kappa: 0.7088, kb_relative_information_score: 1136.9976, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8081, predictive_accuracy: 0.7117, prior_entropy: 6.6438, recall: 0.7117, relative_absolute_error: 0.2912, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.7632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8361, kappa: 0.6721, kb_relative_information_score: 1078.7999, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.6754, prior_entropy: 6.6438, recall: 0.6754, relative_absolute_error: 0.3279, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.8098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.855, kappa: 0.8541, kb_relative_information_score: 1367.5104, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8605, predictive_accuracy: 0.8555, prior_entropy: 6.6438, recall: 0.8555, relative_absolute_error: 0.1459, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0538, root_relative_squared_error: 0.5402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5761, kappa: 0.1522, kb_relative_information_score: 254.0395, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1607, prior_entropy: 6.6438, recall: 0.1607, relative_absolute_error: 0.8478, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1296, root_relative_squared_error: 1.3021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.632, kappa: 0.2641, kb_relative_information_score: 431.5084, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2714, prior_entropy: 6.6438, recall: 0.2714, relative_absolute_error: 0.7359, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1207, root_relative_squared_error: 1.2132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6377, kappa: 0.2754, kb_relative_information_score: 449.4412, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2827, prior_entropy: 6.6438, recall: 0.2827, relative_absolute_error: 0.7246, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1198, root_relative_squared_error: 1.2038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5379, kappa: 0.0758, kb_relative_information_score: 132.7903, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0851, prior_entropy: 6.6438, recall: 0.0851, relative_absolute_error: 0.9242, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1353, root_relative_squared_error: 1.3596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5888, kappa: 0.1775, kb_relative_information_score: 294.1219, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1857, prior_entropy: 6.6438, recall: 0.1857, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1276, root_relative_squared_error: 1.2826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.3706, kappa: 0.3462, kb_relative_information_score: 561.7501, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.4663, predictive_accuracy: 0.3527, prior_entropy: 6.6438, recall: 0.3527, relative_absolute_error: 0.6538, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1138, root_relative_squared_error: 1.1435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6655, f_measure: 0.3426, kappa: 0.331, kb_relative_information_score: 537.7007, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.4252, predictive_accuracy: 0.3377, prior_entropy: 6.6438, recall: 0.3377, relative_absolute_error: 0.669, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1151, root_relative_squared_error: 1.1567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5117, kappa: 0.0234, kb_relative_information_score: 49.6194, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0331, prior_entropy: 6.6438, recall: 0.0331, relative_absolute_error: 0.9766, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1391, root_relative_squared_error: 1.3976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8526, kappa: 0.8515, kb_relative_information_score: 1363.5022, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8572, predictive_accuracy: 0.853, prior_entropy: 6.6438, recall: 0.853, relative_absolute_error: 0.1485, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0542, root_relative_squared_error: 0.5449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5208, kappa: 0.0417, kb_relative_information_score: 78.6791, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0513, prior_entropy: 6.6438, recall: 0.0513, relative_absolute_error: 0.9583, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1377, root_relative_squared_error: 1.3844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8529, kappa: 0.8534, kb_relative_information_score: 1366.4823, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8634, predictive_accuracy: 0.8549, prior_entropy: 6.6438, recall: 0.8549, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.5414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.8593, kappa: 0.8591, kb_relative_information_score: 1375.5269, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8667, predictive_accuracy: 0.8605, prior_entropy: 6.6438, recall: 0.8605, relative_absolute_error: 0.1409, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0528, root_relative_squared_error: 0.5308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6207, kappa: 0.2413, kb_relative_information_score: 395.33, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2489, prior_entropy: 6.6438, recall: 0.2489, relative_absolute_error: 0.7587, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1226, root_relative_squared_error: 1.2318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5913, kappa: 0.1826, kb_relative_information_score: 302.1384, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1907, prior_entropy: 6.6438, recall: 0.1907, relative_absolute_error: 0.8174, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1272, root_relative_squared_error: 1.2786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.591, kappa: 0.1819, kb_relative_information_score: 301.1364, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1901, prior_entropy: 6.6438, recall: 0.1901, relative_absolute_error: 0.8181, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1273, root_relative_squared_error: 1.2791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, f_measure: 0.8417, kappa: 0.8377, kb_relative_information_score: 1341.4438, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8578, predictive_accuracy: 0.8393, prior_entropy: 6.6438, recall: 0.8393, relative_absolute_error: 0.1623, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0567, root_relative_squared_error: 0.5698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8525, kappa: 0.8522, kb_relative_information_score: 1364.4912, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8613, predictive_accuracy: 0.8537, prior_entropy: 6.6438, recall: 0.8537, relative_absolute_error: 0.1478, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0541, root_relative_squared_error: 0.5437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8513, kappa: 0.8503, kb_relative_information_score: 1361.498, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.856, predictive_accuracy: 0.8518, prior_entropy: 6.6438, recall: 0.8518, relative_absolute_error: 0.1497, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0544, root_relative_squared_error: 0.5472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5227, kappa: 0.0455, kb_relative_information_score: 84.6915, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.055, prior_entropy: 6.6438, recall: 0.055, relative_absolute_error: 0.9545, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1375, root_relative_squared_error: 1.3817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.7962, kappa: 0.7991, kb_relative_information_score: 1280.3051, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8051, predictive_accuracy: 0.8011, prior_entropy: 6.6438, recall: 0.8011, relative_absolute_error: 0.2009, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0631, root_relative_squared_error: 0.6339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5133, kappa: 0.0265, kb_relative_information_score: 54.6297, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0363, prior_entropy: 6.6438, recall: 0.0363, relative_absolute_error: 0.9735, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1388, root_relative_squared_error: 1.3953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.849, kappa: 0.8497, kb_relative_information_score: 1360.4699, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8561, predictive_accuracy: 0.8512, prior_entropy: 6.6438, recall: 0.8512, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0546, root_relative_squared_error: 0.5484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.7648, kappa: 0.7353, kb_relative_information_score: 1179.0971, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8181, predictive_accuracy: 0.738, prior_entropy: 6.6438, recall: 0.738, relative_absolute_error: 0.2647, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.7276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.6388, kappa: 0.6488, kb_relative_information_score: 1041.6846, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.66, predictive_accuracy: 0.6523, prior_entropy: 6.6438, recall: 0.6523, relative_absolute_error: 0.3512, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.8381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.6517, kappa: 0.6248, kb_relative_information_score: 1003.6845, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7192, predictive_accuracy: 0.6285, prior_entropy: 6.6438, recall: 0.6285, relative_absolute_error: 0.3752, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.8663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8543, kappa: 0.8534, kb_relative_information_score: 1366.5083, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8598, predictive_accuracy: 0.8549, prior_entropy: 6.6438, recall: 0.8549, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.5414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.8657, kappa: 0.8648, kb_relative_information_score: 1384.5454, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8721, predictive_accuracy: 0.8662, prior_entropy: 6.6438, recall: 0.8662, relative_absolute_error: 0.1352, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0517, root_relative_squared_error: 0.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5088, kappa: 0.0177, kb_relative_information_score: 40.6008, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0275, prior_entropy: 6.6438, recall: 0.0275, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1395, root_relative_squared_error: 1.4016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6412, kappa: 0.2824, kb_relative_information_score: 460.4769, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2896, prior_entropy: 6.6438, recall: 0.2896, relative_absolute_error: 0.7176, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1192, root_relative_squared_error: 1.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6254, kappa: 0.2508, kb_relative_information_score: 410.4521, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2583, prior_entropy: 6.6438, recall: 0.2583, relative_absolute_error: 0.7492, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1218, root_relative_squared_error: 1.2241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4949, kappa: -0.0101, kb_relative_information_score: -3.4898, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, prior_entropy: 6.6438, relative_absolute_error: 1.0101, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1414, root_relative_squared_error: 1.4213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, f_measure: 0.7573, kappa: 0.7631, kb_relative_information_score: 1223.1747, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7711, predictive_accuracy: 0.7655, prior_entropy: 6.6438, recall: 0.7655, relative_absolute_error: 0.2369, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.6883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.591, kappa: 0.1819, kb_relative_information_score: 301.1364, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1901, prior_entropy: 6.6438, recall: 0.1901, relative_absolute_error: 0.8181, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1273, root_relative_squared_error: 1.2791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5262, kappa: 0.0524, kb_relative_information_score: 95.7141, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0619, prior_entropy: 6.6438, recall: 0.0619, relative_absolute_error: 0.9476, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.137, root_relative_squared_error: 1.3766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8555, kappa: 0.856, kb_relative_information_score: 1370.5166, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8626, predictive_accuracy: 0.8574, prior_entropy: 6.6438, recall: 0.8574, relative_absolute_error: 0.144, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0534, root_relative_squared_error: 0.5367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.863, kappa: 0.8617, kb_relative_information_score: 1379.5221, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8703, predictive_accuracy: 0.863, prior_entropy: 6.6438, recall: 0.863, relative_absolute_error: 0.1383, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0523, root_relative_squared_error: 0.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.8644, kappa: 0.8629, kb_relative_information_score: 1381.5262, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8706, predictive_accuracy: 0.8643, prior_entropy: 6.6438, recall: 0.8643, relative_absolute_error: 0.1371, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.5236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.8666, kappa: 0.8661, kb_relative_information_score: 1386.5495, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8711, predictive_accuracy: 0.8674, prior_entropy: 6.6438, recall: 0.8674, relative_absolute_error: 0.1339, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0515, root_relative_squared_error: 0.5175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7451, f_measure: 0.5007, kappa: 0.4902, kb_relative_information_score: 790.2588, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.5669, predictive_accuracy: 0.4953, prior_entropy: 6.6438, recall: 0.4953, relative_absolute_error: 0.5098, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1005, root_relative_squared_error: 1.0097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6238, kappa: 0.2476, kb_relative_information_score: 405.4418, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2552, prior_entropy: 6.6438, recall: 0.2552, relative_absolute_error: 0.7524, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1221, root_relative_squared_error: 1.2267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8538, kappa: 0.8528, kb_relative_information_score: 1365.5063, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8594, predictive_accuracy: 0.8543, prior_entropy: 6.6438, recall: 0.8543, relative_absolute_error: 0.1472, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.054, root_relative_squared_error: 0.5426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.8328, kappa: 0.8269, kb_relative_information_score: 1324.4088, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8522, predictive_accuracy: 0.8286, prior_entropy: 6.6438, recall: 0.8286, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.5884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, kappa: 0.5944, kb_relative_information_score: 955.4944, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.5985, prior_entropy: 6.6438, recall: 0.5985, relative_absolute_error: 0.4056, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.9006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.8611, kappa: 0.8604, kb_relative_information_score: 1377.531, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8669, predictive_accuracy: 0.8618, prior_entropy: 6.6438, recall: 0.8618, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0526, root_relative_squared_error: 0.5284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.591, kappa: 0.1819, kb_relative_information_score: 301.1364, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1901, prior_entropy: 6.6438, recall: 0.1901, relative_absolute_error: 0.8181, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1273, root_relative_squared_error: 1.2791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9346, f_measure: 0.8703, kappa: 0.8692, kb_relative_information_score: 1391.5598, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8756, predictive_accuracy: 0.8705, prior_entropy: 6.6438, recall: 0.8705, relative_absolute_error: 0.1308, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0509, root_relative_squared_error: 0.5114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, kappa: 0.8048, kb_relative_information_score: 1289.3237, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.8068, prior_entropy: 6.6438, recall: 0.8068, relative_absolute_error: 0.1952, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0622, root_relative_squared_error: 0.6248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.8238, kappa: 0.8225, kb_relative_information_score: 1317.4074, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8292, predictive_accuracy: 0.8243, prior_entropy: 6.6438, recall: 0.8243, relative_absolute_error: 0.1775, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0593, root_relative_squared_error: 0.5958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.821, kappa: 0.8225, kb_relative_information_score: 1317.3944, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8338, predictive_accuracy: 0.8243, prior_entropy: 6.6438, recall: 0.8243, relative_absolute_error: 0.1775, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0593, root_relative_squared_error: 0.5958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5407, kappa: 0.0815, kb_relative_information_score: 141.8089, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0907, prior_entropy: 6.6438, recall: 0.0907, relative_absolute_error: 0.9185, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1349, root_relative_squared_error: 1.3554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8712, kappa: 0.8699, kb_relative_information_score: 1392.5619, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8771, predictive_accuracy: 0.8712, prior_entropy: 6.6438, recall: 0.8712, relative_absolute_error: 0.1301, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.5102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8564, kappa: 0.856, kb_relative_information_score: 1370.5166, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8621, predictive_accuracy: 0.8574, prior_entropy: 6.6438, recall: 0.8574, relative_absolute_error: 0.144, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0534, root_relative_squared_error: 0.5367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5199, kappa: 0.0398, kb_relative_information_score: 75.6729, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0494, prior_entropy: 6.6438, recall: 0.0494, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1379, root_relative_squared_error: 1.3858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7334, kappa: 0.4668, kb_relative_information_score: 753.0653, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.4722, prior_entropy: 6.6438, recall: 0.4722, relative_absolute_error: 0.5332, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1027, root_relative_squared_error: 1.0326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8172, kappa: 0.8181, kb_relative_information_score: 1310.3669, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8273, predictive_accuracy: 0.8199, prior_entropy: 6.6438, recall: 0.8199, relative_absolute_error: 0.1819, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.06, root_relative_squared_error: 0.6032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.8467, kappa: 0.8452, kb_relative_information_score: 1353.4816, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8538, predictive_accuracy: 0.8468, prior_entropy: 6.6438, recall: 0.8468, relative_absolute_error: 0.1548, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0554, root_relative_squared_error: 0.5564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5998, kappa: 0.1996, kb_relative_information_score: 329.194, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2076, prior_entropy: 6.6438, recall: 0.2076, relative_absolute_error: 0.8004, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1259, root_relative_squared_error: 1.2652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.8375, kappa: 0.832, kb_relative_information_score: 1332.4122, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8519, predictive_accuracy: 0.8336, prior_entropy: 6.6438, recall: 0.8336, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.5797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5092, kappa: 0.0183, kb_relative_information_score: 41.6029, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0281, prior_entropy: 6.6438, recall: 0.0281, relative_absolute_error: 0.9817, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1394, root_relative_squared_error: 1.4012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8572, kappa: 0.856, kb_relative_information_score: 1370.5166, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8623, predictive_accuracy: 0.8574, prior_entropy: 6.6438, recall: 0.8574, relative_absolute_error: 0.144, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0534, root_relative_squared_error: 0.5367,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs