OpenML
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: 0.5199, 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: 0.7587, f_measure: 0.5409, kappa: 0.5174, kb_relative_information_score: 833.3344, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6023, predictive_accuracy: 0.5222, prior_entropy: 6.6438, recall: 0.5222, relative_absolute_error: 0.4826, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.9825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.771, f_measure: 0.5526, kappa: 0.542, kb_relative_information_score: 872.4277, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6042, predictive_accuracy: 0.5466, prior_entropy: 6.6438, recall: 0.5466, relative_absolute_error: 0.458, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.9571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8449, 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: 0.8564, 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: 0.5281, kappa: 0.0562, kb_relative_information_score: 101.7265, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0657, prior_entropy: 6.6438, recall: 0.0657, relative_absolute_error: 0.9438, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1367, root_relative_squared_error: 1.3739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8536, 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: 0.8588, 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: 0.8545, kappa: 0.8547, kb_relative_information_score: 1368.4994, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8633, 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: 0.5913, 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: 0.8607, f_measure: 0.7538, kappa: 0.7214, kb_relative_information_score: 1157.0388, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8141, predictive_accuracy: 0.7242, prior_entropy: 6.6438, recall: 0.7242, relative_absolute_error: 0.2786, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0743, root_relative_squared_error: 0.7464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.8604, kappa: 0.8598, kb_relative_information_score: 1376.5289, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8672, predictive_accuracy: 0.8612, prior_entropy: 6.6438, recall: 0.8612, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.5296,
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: 0.4949, 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: 0.9352, f_measure: 0.8715, kappa: 0.8705, kb_relative_information_score: 1393.564, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8764, predictive_accuracy: 0.8718, prior_entropy: 6.6438, recall: 0.8718, relative_absolute_error: 0.1295, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0506, root_relative_squared_error: 0.5089,
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: 0.638, kappa: 0.2761, kb_relative_information_score: 450.4433, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2833, prior_entropy: 6.6438, recall: 0.2833, relative_absolute_error: 0.7239, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1197, root_relative_squared_error: 1.2033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.7215, kappa: 0.7284, kb_relative_information_score: 1168.0614, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7451, predictive_accuracy: 0.7311, prior_entropy: 6.6438, recall: 0.7311, relative_absolute_error: 0.2716, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0733, root_relative_squared_error: 0.7371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.7733, kappa: 0.7492, kb_relative_information_score: 1201.1424, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8206, predictive_accuracy: 0.7517, prior_entropy: 6.6438, recall: 0.7517, relative_absolute_error: 0.2508, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.7082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.7628, kappa: 0.7322, kb_relative_information_score: 1174.0868, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8276, predictive_accuracy: 0.7348, prior_entropy: 6.6438, recall: 0.7348, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0728, root_relative_squared_error: 0.7319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.8591, kappa: 0.8579, kb_relative_information_score: 1373.5228, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8649, predictive_accuracy: 0.8593, prior_entropy: 6.6438, recall: 0.8593, relative_absolute_error: 0.1421, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.053, root_relative_squared_error: 0.5332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.846, 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: 0.8514, 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: 0.9292, f_measure: 0.8594, kappa: 0.8585, kb_relative_information_score: 1374.5248, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8649, predictive_accuracy: 0.8599, prior_entropy: 6.6438, recall: 0.8599, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0529, root_relative_squared_error: 0.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.868, kappa: 0.8667, kb_relative_information_score: 1387.5386, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8744, predictive_accuracy: 0.868, prior_entropy: 6.6438, recall: 0.868, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0514, root_relative_squared_error: 0.5163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.8103, kappa: 0.8092, kb_relative_information_score: 1296.3642, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.819, predictive_accuracy: 0.8111, prior_entropy: 6.6438, recall: 0.8111, relative_absolute_error: 0.1908, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0615, root_relative_squared_error: 0.6177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8462, kappa: 0.8471, kb_relative_information_score: 1356.4617, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8563, predictive_accuracy: 0.8487, prior_entropy: 6.6438, recall: 0.8487, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.055, root_relative_squared_error: 0.5529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.543, kappa: 0.0859, kb_relative_information_score: 148.8233, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0951, prior_entropy: 6.6438, recall: 0.0951, relative_absolute_error: 0.9141, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1345, root_relative_squared_error: 1.3521,
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: 0.9349, f_measure: 0.8711, 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: 0.877, 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: 0.9182, f_measure: 0.8405, kappa: 0.8364, kb_relative_information_score: 1339.4397, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8564, predictive_accuracy: 0.838, prior_entropy: 6.6438, recall: 0.838, relative_absolute_error: 0.1636, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0569, root_relative_squared_error: 0.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5104, kappa: 0.0208, kb_relative_information_score: 45.6111, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0306, prior_entropy: 6.6438, recall: 0.0306, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1392, root_relative_squared_error: 1.3994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.513, kappa: 0.0259, kb_relative_information_score: 53.6276, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0356, prior_entropy: 6.6438, recall: 0.0356, relative_absolute_error: 0.9741, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1389, root_relative_squared_error: 1.3958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8513, 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: 0.8608, 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: 0.8853, f_measure: 0.766, kappa: 0.7707, kb_relative_information_score: 1235.2124, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7782, predictive_accuracy: 0.773, prior_entropy: 6.6438, recall: 0.773, relative_absolute_error: 0.2293, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.6772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8549, 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: 0.8601, 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: 0.8996, f_measure: 0.796, 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: 0.8049, 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: 0.597, f_measure: 0.2158, kappa: 0.1939, kb_relative_information_score: 320.2276, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.3276, predictive_accuracy: 0.202, prior_entropy: 6.6438, recall: 0.202, relative_absolute_error: 0.8061, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1263, root_relative_squared_error: 1.2697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.8671, 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: 0.8741, 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: 0.8866, f_measure: 0.8017, kappa: 0.7732, kb_relative_information_score: 1239.2207, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8512, predictive_accuracy: 0.7755, prior_entropy: 6.6438, recall: 0.7755, relative_absolute_error: 0.2268, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.067, root_relative_squared_error: 0.6735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5123, kappa: 0.0246, kb_relative_information_score: 51.6235, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0344, prior_entropy: 6.6438, recall: 0.0344, relative_absolute_error: 0.9754, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.139, root_relative_squared_error: 1.3967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.7508, kappa: 0.717, kb_relative_information_score: 1150.0243, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8128, predictive_accuracy: 0.7198, prior_entropy: 6.6438, recall: 0.7198, relative_absolute_error: 0.283, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.7523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5205, kappa: 0.0411, kb_relative_information_score: 77.677, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0507, prior_entropy: 6.6438, recall: 0.0507, relative_absolute_error: 0.9589, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1378, root_relative_squared_error: 1.3849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8118, f_measure: 0.6095, kappa: 0.6235, kb_relative_information_score: 1001.6934, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6433, predictive_accuracy: 0.6273, prior_entropy: 6.6438, recall: 0.6273, relative_absolute_error: 0.3765, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.8678,
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: 0.8222, f_measure: 0.6324, kappa: 0.6443, kb_relative_information_score: 1034.6832, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6512, predictive_accuracy: 0.6479, prior_entropy: 6.6438, recall: 0.6479, relative_absolute_error: 0.3557, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.8434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8225, f_measure: 0.727, kappa: 0.645, kb_relative_information_score: 1035.7895, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.861, predictive_accuracy: 0.6485, prior_entropy: 6.6438, recall: 0.6485, relative_absolute_error: 0.355, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.8426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5095, kappa: 0.019, kb_relative_information_score: 42.6049, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0288, prior_entropy: 6.6438, recall: 0.0288, relative_absolute_error: 0.981, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1394, root_relative_squared_error: 1.4007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8907, f_measure: 0.808, kappa: 0.7814, kb_relative_information_score: 1252.2475, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8533, predictive_accuracy: 0.7836, prior_entropy: 6.6438, recall: 0.7836, relative_absolute_error: 0.2186, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0658, root_relative_squared_error: 0.6612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5155, kappa: 0.031, kb_relative_information_score: 61.6441, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0407, prior_entropy: 6.6438, recall: 0.0407, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1385, root_relative_squared_error: 1.3921,
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: 0.9255, f_measure: 0.8522, kappa: 0.8509, kb_relative_information_score: 1362.5001, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8577, predictive_accuracy: 0.8524, prior_entropy: 6.6438, recall: 0.8524, relative_absolute_error: 0.1491, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0543, root_relative_squared_error: 0.546,
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: 0.9349, f_measure: 0.8703, 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: 0.8746, 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: 0.9264, f_measure: 0.8539, 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: 0.5256, kappa: 0.0512, kb_relative_information_score: 93.71, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0607, prior_entropy: 6.6438, recall: 0.0607, relative_absolute_error: 0.9488, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1371, root_relative_squared_error: 1.3776,
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: 0.59, kappa: 0.18, kb_relative_information_score: 298.1302, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1882, prior_entropy: 6.6438, recall: 0.1882, relative_absolute_error: 0.82, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1274, root_relative_squared_error: 1.2806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5625, kappa: 0.1251, kb_relative_information_score: 210.951, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1338, prior_entropy: 6.6438, recall: 0.1338, relative_absolute_error: 0.8749, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1316, root_relative_squared_error: 1.3228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5038, kappa: 0.0076, kb_relative_information_score: 24.5679, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0175, prior_entropy: 6.6438, recall: 0.0175, relative_absolute_error: 0.9924, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1402, root_relative_squared_error: 1.4088,
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: 0.877, 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: 0.5973, kappa: 0.1946, kb_relative_information_score: 321.1775, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.2026, prior_entropy: 6.6438, recall: 0.2026, relative_absolute_error: 0.8054, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1263, root_relative_squared_error: 1.2692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8511, kappa: 0.8522, kb_relative_information_score: 1364.4782, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8586, 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: 0.68, kappa: 0.3601, kb_relative_information_score: 583.7172, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.3665, prior_entropy: 6.6438, recall: 0.3665, relative_absolute_error: 0.6399, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1126, root_relative_squared_error: 1.1313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.548, kappa: 0.096, kb_relative_information_score: 164.8562, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1051, prior_entropy: 6.6438, recall: 0.1051, relative_absolute_error: 0.904, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1338, root_relative_squared_error: 1.3446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.579, f_measure: 0.1664, kappa: 0.1579, kb_relative_information_score: 263.0972, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.2557, predictive_accuracy: 0.1664, prior_entropy: 6.6438, recall: 0.1664, relative_absolute_error: 0.8421, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1291, root_relative_squared_error: 1.2977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8541, f_measure: 0.743, kappa: 0.7082, kb_relative_information_score: 1135.9955, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8077, predictive_accuracy: 0.7111, prior_entropy: 6.6438, recall: 0.7111, relative_absolute_error: 0.2918, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.076, root_relative_squared_error: 0.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5123, kappa: 0.0246, kb_relative_information_score: 51.6235, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0344, prior_entropy: 6.6438, recall: 0.0344, relative_absolute_error: 0.9754, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.139, root_relative_squared_error: 1.3967,
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: 0.7227, kappa: 0.4454, kb_relative_information_score: 718.9953, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.4509, prior_entropy: 6.6438, recall: 0.4509, relative_absolute_error: 0.5546, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1048, root_relative_squared_error: 1.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.8244, kappa: 0.8256, kb_relative_information_score: 1322.3916, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8373, predictive_accuracy: 0.8274, prior_entropy: 6.6438, recall: 0.8274, relative_absolute_error: 0.1744, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0588, root_relative_squared_error: 0.5905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5205, kappa: 0.0411, kb_relative_information_score: 77.677, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0507, prior_entropy: 6.6438, recall: 0.0507, relative_absolute_error: 0.9589, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1378, root_relative_squared_error: 1.3849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5935, kappa: 0.187, kb_relative_information_score: 309.1528, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1951, prior_entropy: 6.6438, recall: 0.1951, relative_absolute_error: 0.813, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1269, root_relative_squared_error: 1.2752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7419, kappa: 0.4839, kb_relative_information_score: 780.1209, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.4891, prior_entropy: 6.6438, recall: 0.4891, relative_absolute_error: 0.5161, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1011, root_relative_squared_error: 1.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.7378, kappa: 0.7025, kb_relative_information_score: 1126.977, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8048, predictive_accuracy: 0.7054, prior_entropy: 6.6438, recall: 0.7054, relative_absolute_error: 0.2975, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0768, root_relative_squared_error: 0.7714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5464, kappa: 0.0929, kb_relative_information_score: 159.8459, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1019, prior_entropy: 6.6438, recall: 0.1019, relative_absolute_error: 0.9071, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.134, root_relative_squared_error: 1.3469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.7167, kappa: 0.7239, kb_relative_information_score: 1161.047, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7384, predictive_accuracy: 0.7267, prior_entropy: 6.6438, recall: 0.7267, relative_absolute_error: 0.2761, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0739, root_relative_squared_error: 0.743,
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: 0.9327, f_measure: 0.8662, kappa: 0.8654, kb_relative_information_score: 1385.5475, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8704, predictive_accuracy: 0.8668, prior_entropy: 6.6438, recall: 0.8668, relative_absolute_error: 0.1346, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0516, root_relative_squared_error: 0.5188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5587, kappa: 0.1175, kb_relative_information_score: 198.9654, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1263, prior_entropy: 6.6438, recall: 0.1263, relative_absolute_error: 0.8825, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1322, root_relative_squared_error: 1.3285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5322, kappa: 0.0644, kb_relative_information_score: 114.7532, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0738, prior_entropy: 6.6438, recall: 0.0738, relative_absolute_error: 0.9356, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1361, root_relative_squared_error: 1.3679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.8494, kappa: 0.8484, kb_relative_information_score: 1358.4919, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8541, predictive_accuracy: 0.8499, prior_entropy: 6.6438, recall: 0.8499, relative_absolute_error: 0.1516, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0548, root_relative_squared_error: 0.5507,
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: 0.9292, f_measure: 0.86, kappa: 0.8585, kb_relative_information_score: 1374.5118, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8669, predictive_accuracy: 0.8599, prior_entropy: 6.6438, recall: 0.8599, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0529, root_relative_squared_error: 0.532,
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: 0.5272, kappa: 0.0543, kb_relative_information_score: 98.7203, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0638, prior_entropy: 6.6438, recall: 0.0638, relative_absolute_error: 0.9457, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1368, root_relative_squared_error: 1.3753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.561, kappa: 0.1219, kb_relative_information_score: 205.9407, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1307, prior_entropy: 6.6438, recall: 0.1307, relative_absolute_error: 0.8781, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1319, root_relative_squared_error: 1.3252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5884, kappa: 0.1769, kb_relative_information_score: 293.1199, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1851, prior_entropy: 6.6438, recall: 0.1851, relative_absolute_error: 0.8231, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1277, root_relative_squared_error: 1.2831,
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: 0.6712, kappa: 0.3424, kb_relative_information_score: 555.7638, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.349, prior_entropy: 6.6438, recall: 0.349, relative_absolute_error: 0.6576, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1141, root_relative_squared_error: 1.1468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5903, kappa: 0.1807, kb_relative_information_score: 299.1322, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1889, prior_entropy: 6.6438, recall: 0.1889, relative_absolute_error: 0.8193, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1274, root_relative_squared_error: 1.2801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.8405, kappa: 0.8364, kb_relative_information_score: 1339.4397, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8564, predictive_accuracy: 0.838, prior_entropy: 6.6438, recall: 0.838, relative_absolute_error: 0.1636, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0569, root_relative_squared_error: 0.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5907, kappa: 0.1813, kb_relative_information_score: 300.1343, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1895, prior_entropy: 6.6438, recall: 0.1895, relative_absolute_error: 0.8187, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1273, root_relative_squared_error: 1.2796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8564, kappa: 0.8553, kb_relative_information_score: 1369.5145, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.862, predictive_accuracy: 0.8568, prior_entropy: 6.6438, recall: 0.8568, relative_absolute_error: 0.1447, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0535, root_relative_squared_error: 0.5379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.6173, kappa: 0.6292, kb_relative_information_score: 1010.6077, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6401, predictive_accuracy: 0.6329, prior_entropy: 6.6438, recall: 0.6329, relative_absolute_error: 0.3708, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0857, root_relative_squared_error: 0.8612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, kappa: 0.0057, kb_relative_information_score: 21.5617, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0156, prior_entropy: 6.6438, recall: 0.0156, relative_absolute_error: 0.9943, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1403, root_relative_squared_error: 1.4102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.7509, kappa: 0.717, kb_relative_information_score: 1150.0243, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.813, predictive_accuracy: 0.7198, prior_entropy: 6.6438, recall: 0.7198, relative_absolute_error: 0.283, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.7523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5104, kappa: 0.0208, kb_relative_information_score: 45.6111, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0306, prior_entropy: 6.6438, recall: 0.0306, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1392, root_relative_squared_error: 1.3994,
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: 0.855, f_measure: 0.7643, kappa: 0.71, kb_relative_information_score: 1139.0147, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.854, predictive_accuracy: 0.7129, prior_entropy: 6.6438, recall: 0.7129, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.7615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7764, f_measure: 0.6607, kappa: 0.5527, kb_relative_information_score: 889.4888, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8668, predictive_accuracy: 0.5572, prior_entropy: 6.6438, recall: 0.5572, relative_absolute_error: 0.4472, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.9458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.8406, kappa: 0.8364, kb_relative_information_score: 1339.4397, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8566, predictive_accuracy: 0.838, prior_entropy: 6.6438, recall: 0.838, relative_absolute_error: 0.1636, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0569, root_relative_squared_error: 0.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.8461, kappa: 0.8421, kb_relative_information_score: 1348.4452, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8572, predictive_accuracy: 0.8437, prior_entropy: 6.6438, recall: 0.8437, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0559, root_relative_squared_error: 0.562,

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