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: 0.8913, f_measure: 0.8, kappa: 0.7827, kb_relative_information_score: 1254.2646, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8359, predictive_accuracy: 0.7849, prior_entropy: 6.6438, recall: 0.7849, relative_absolute_error: 0.2173, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.6593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5047, kappa: 0.0095, kb_relative_information_score: 27.574, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0194, prior_entropy: 6.6438, recall: 0.0194, relative_absolute_error: 0.9905, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.14, root_relative_squared_error: 1.4075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.8445, kappa: 0.8452, kb_relative_information_score: 1353.4555, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8535, 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: 0.5907, 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: 0.8834, f_measure: 0.7986, kappa: 0.7669, kb_relative_information_score: 1229.2001, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8527, predictive_accuracy: 0.7692, prior_entropy: 6.6438, recall: 0.7692, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.6828,
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: 0.591, 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: 0.591, 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: 0.8755, 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: 0.9277, f_measure: 0.8562, 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: 0.8612, 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: 0.879, f_measure: 0.7787, kappa: 0.7581, kb_relative_information_score: 1215.1713, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8224, predictive_accuracy: 0.7605, prior_entropy: 6.6438, recall: 0.7605, relative_absolute_error: 0.2419, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0692, root_relative_squared_error: 0.6956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8542, 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: 0.8595, 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: 0.9286, f_measure: 0.8576, kappa: 0.8572, kb_relative_information_score: 1372.5207, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.864, predictive_accuracy: 0.8587, prior_entropy: 6.6438, recall: 0.8587, relative_absolute_error: 0.1428, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0532, root_relative_squared_error: 0.5344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.7976, kappa: 0.7802, kb_relative_information_score: 1250.2564, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8339, predictive_accuracy: 0.7824, prior_entropy: 6.6438, recall: 0.7824, relative_absolute_error: 0.2198, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.066, root_relative_squared_error: 0.6631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5202, kappa: 0.0404, kb_relative_information_score: 76.675, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.05, prior_entropy: 6.6438, recall: 0.05, relative_absolute_error: 0.9596, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1378, root_relative_squared_error: 1.3853,
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: 0.8598, 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: 0.9201, f_measure: 0.8409, kappa: 0.8402, kb_relative_information_score: 1345.4651, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8461, predictive_accuracy: 0.8418, prior_entropy: 6.6438, recall: 0.8418, relative_absolute_error: 0.1598, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.5654,
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: 0.9169, f_measure: 0.8394, kappa: 0.8339, kb_relative_information_score: 1335.4184, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8539, predictive_accuracy: 0.8355, prior_entropy: 6.6438, recall: 0.8355, relative_absolute_error: 0.1661, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.5764,
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: 0.5913, 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: 0.8474, f_measure: 0.6918, kappa: 0.6949, kb_relative_information_score: 1114.9131, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7068, predictive_accuracy: 0.6979, prior_entropy: 6.6438, recall: 0.6979, relative_absolute_error: 0.3051, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0777, root_relative_squared_error: 0.7812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.681, f_measure: 0.371, kappa: 0.362, kb_relative_information_score: 586.8016, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.4735, predictive_accuracy: 0.3684, prior_entropy: 6.6438, recall: 0.3684, relative_absolute_error: 0.638, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1124, root_relative_squared_error: 1.1296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8159, f_measure: 0.7172, kappa: 0.6317, kb_relative_information_score: 1014.7463, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8594, predictive_accuracy: 0.6354, prior_entropy: 6.6438, recall: 0.6354, relative_absolute_error: 0.3683, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.8582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.7851, kappa: 0.7884, kb_relative_information_score: 1263.2701, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7965, predictive_accuracy: 0.7905, prior_entropy: 6.6438, recall: 0.7905, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0647, root_relative_squared_error: 0.6506,
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: 0.8699, f_measure: 0.7349, kappa: 0.7397, kb_relative_information_score: 1186.0985, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7545, predictive_accuracy: 0.7423, prior_entropy: 6.6438, recall: 0.7423, relative_absolute_error: 0.2603, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.7215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6725, kappa: 0.3449, kb_relative_information_score: 559.772, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.3515, prior_entropy: 6.6438, recall: 0.3515, relative_absolute_error: 0.6551, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1139, root_relative_squared_error: 1.1446,
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: 0.9248, f_measure: 0.8495, 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: 0.8585, 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: 0.5869, kappa: 0.1737, kb_relative_information_score: 288.1487, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.182, prior_entropy: 6.6438, recall: 0.182, relative_absolute_error: 0.8263, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1279, root_relative_squared_error: 1.2855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.8693, kappa: 0.8686, kb_relative_information_score: 1390.5578, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8737, predictive_accuracy: 0.8699, prior_entropy: 6.6438, recall: 0.8699, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.051, root_relative_squared_error: 0.5126,
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: 0.9274, f_measure: 0.8556, 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: 0.8608, 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: 0.9005, f_measure: 0.8171, kappa: 0.801, kb_relative_information_score: 1283.3113, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.848, predictive_accuracy: 0.803, prior_entropy: 6.6438, recall: 0.803, relative_absolute_error: 0.199, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0628, root_relative_squared_error: 0.6309,
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: 0.5903, 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: 0.9141, f_measure: 0.8338, kappa: 0.8282, kb_relative_information_score: 1326.4129, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8531, predictive_accuracy: 0.8299, prior_entropy: 6.6438, recall: 0.8299, relative_absolute_error: 0.1718, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0583, root_relative_squared_error: 0.5862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, f_measure: 0.8, kappa: 0.7827, kb_relative_information_score: 1254.2646, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8359, predictive_accuracy: 0.7849, prior_entropy: 6.6438, recall: 0.7849, relative_absolute_error: 0.2173, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.6593,
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: 0.9359, f_measure: 0.8728, kappa: 0.8718, kb_relative_information_score: 1395.5681, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8783, predictive_accuracy: 0.873, prior_entropy: 6.6438, recall: 0.873, relative_absolute_error: 0.1282, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0504, root_relative_squared_error: 0.5064,
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: 0.59, 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: 0.9296, f_measure: 0.86, kappa: 0.8591, kb_relative_information_score: 1375.5138, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8658, 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: 0.5262, 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: 0.7104, kappa: 0.4207, kb_relative_information_score: 679.9149, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.4265, prior_entropy: 6.6438, recall: 0.4265, relative_absolute_error: 0.5793, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1071, root_relative_squared_error: 1.0764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.841, kappa: 0.8402, kb_relative_information_score: 1345.4651, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8465, predictive_accuracy: 0.8418, prior_entropy: 6.6438, recall: 0.8418, relative_absolute_error: 0.1598, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0563, root_relative_squared_error: 0.5654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.782, kappa: 0.7404, kb_relative_information_score: 1187.1136, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8497, predictive_accuracy: 0.743, prior_entropy: 6.6438, recall: 0.743, relative_absolute_error: 0.2596, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0717, root_relative_squared_error: 0.7206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8522, 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: 0.8601, 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: 0.8304, f_measure: 0.6515, kappa: 0.6608, kb_relative_information_score: 1060.7498, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.6708, predictive_accuracy: 0.6642, prior_entropy: 6.6438, recall: 0.6642, relative_absolute_error: 0.3392, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.082, root_relative_squared_error: 0.8237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5925, kappa: 0.1851, kb_relative_information_score: 306.1727, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.1932, prior_entropy: 6.6438, recall: 0.1932, relative_absolute_error: 0.8149, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.127, root_relative_squared_error: 1.2766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.8451, kappa: 0.8427, kb_relative_information_score: 1349.4603, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8564, predictive_accuracy: 0.8443, prior_entropy: 6.6438, recall: 0.8443, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0558, root_relative_squared_error: 0.5609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.8642, kappa: 0.8636, kb_relative_information_score: 1382.5413, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8706, predictive_accuracy: 0.8649, prior_entropy: 6.6438, recall: 0.8649, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.052, root_relative_squared_error: 0.5224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8713, 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: 0.8772, 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: 0.9258, 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: 0.8354, f_measure: 0.7409, kappa: 0.6709, kb_relative_information_score: 1076.874, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8546, predictive_accuracy: 0.6742, prior_entropy: 6.6438, recall: 0.6742, relative_absolute_error: 0.3291, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0807, root_relative_squared_error: 0.8113,
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: 0.8733, 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: 0.9258, 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: 0.928, f_measure: 0.8568, 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: 0.8622, 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: 0.9349, 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: 0.8747, 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: 0.8917, f_measure: 0.7948, kappa: 0.7833, kb_relative_information_score: 1255.2667, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8252, predictive_accuracy: 0.7855, prior_entropy: 6.6438, recall: 0.7855, relative_absolute_error: 0.2167, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0655, root_relative_squared_error: 0.6583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9176, f_measure: 0.8399, kappa: 0.8351, kb_relative_information_score: 1337.4225, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8526, predictive_accuracy: 0.8368, prior_entropy: 6.6438, recall: 0.8368, relative_absolute_error: 0.1649, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0571, root_relative_squared_error: 0.5742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.7625, kappa: 0.7328, kb_relative_information_score: 1175.0889, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8182, predictive_accuracy: 0.7355, prior_entropy: 6.6438, recall: 0.7355, relative_absolute_error: 0.2672, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.8723, 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: 0.8783, 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: 0.7069, kappa: 0.4138, kb_relative_information_score: 668.8923, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.4196, prior_entropy: 6.6438, recall: 0.4196, relative_absolute_error: 0.5862, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1077, root_relative_squared_error: 1.0828,
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: 0.8563, 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: 0.5243, 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: 0.9119, f_measure: 0.8222, kappa: 0.8238, kb_relative_information_score: 1319.3985, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8346, predictive_accuracy: 0.8255, prior_entropy: 6.6438, recall: 0.8255, relative_absolute_error: 0.1762, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.5937,
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: 0.9321, f_measure: 0.8652, kappa: 0.8642, kb_relative_information_score: 1383.5303, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8718, predictive_accuracy: 0.8655, prior_entropy: 6.6438, recall: 0.8655, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0519, root_relative_squared_error: 0.5212,
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: 0.8774, 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: 0.9311, f_measure: 0.8637, kappa: 0.8623, kb_relative_information_score: 1380.5241, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8701, predictive_accuracy: 0.8637, prior_entropy: 6.6438, recall: 0.8637, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0522, root_relative_squared_error: 0.5248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7893, f_measure: 0.6799, kappa: 0.5786, kb_relative_information_score: 930.5733, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8625, predictive_accuracy: 0.5829, prior_entropy: 6.6438, recall: 0.5829, relative_absolute_error: 0.4213, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.918,
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: 0.9255, f_measure: 0.8521, 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: 0.8578, 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: 0.6917, kappa: 0.3835, kb_relative_information_score: 620.8977, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.3896, prior_entropy: 6.6438, recall: 0.3896, relative_absolute_error: 0.6165, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1105, root_relative_squared_error: 1.1104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.7798, kappa: 0.7606, kb_relative_information_score: 1219.1795, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8199, predictive_accuracy: 0.763, prior_entropy: 6.6438, recall: 0.763, relative_absolute_error: 0.2394, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6993, kappa: 0.3986, kb_relative_information_score: 644.9732, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.4046, prior_entropy: 6.6438, recall: 0.4046, relative_absolute_error: 0.6014, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1091, root_relative_squared_error: 1.0967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.7727, kappa: 0.7764, kb_relative_information_score: 1244.231, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7863, predictive_accuracy: 0.7786, prior_entropy: 6.6438, recall: 0.7786, relative_absolute_error: 0.2236, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0665, root_relative_squared_error: 0.6688,
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: 0.6927, kappa: 0.3853, kb_relative_information_score: 623.8517, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.3915, prior_entropy: 6.6438, recall: 0.3915, relative_absolute_error: 0.6147, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1103, root_relative_squared_error: 1.1087,
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: 0.9223, f_measure: 0.8439, 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: 0.53, kappa: 0.06, kb_relative_information_score: 107.7519, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0694, prior_entropy: 6.6438, recall: 0.0694, relative_absolute_error: 0.94, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1364, root_relative_squared_error: 1.3711,
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: 0.9163, f_measure: 0.8375, kappa: 0.8326, kb_relative_information_score: 1333.4273, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8545, predictive_accuracy: 0.8343, prior_entropy: 6.6438, recall: 0.8343, relative_absolute_error: 0.1674, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0576, root_relative_squared_error: 0.5786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.872, 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: 0.8773, 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: 0.59, 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: 0.9286, f_measure: 0.858, kappa: 0.8572, kb_relative_information_score: 1372.5207, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8634, predictive_accuracy: 0.8587, prior_entropy: 6.6438, recall: 0.8587, relative_absolute_error: 0.1428, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0532, root_relative_squared_error: 0.5344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9359, f_measure: 0.8728, kappa: 0.8718, kb_relative_information_score: 1395.5681, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8782, predictive_accuracy: 0.873, prior_entropy: 6.6438, recall: 0.873, relative_absolute_error: 0.1282, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0504, root_relative_squared_error: 0.5064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5111, kappa: 0.0221, kb_relative_information_score: 47.6152, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.0319, prior_entropy: 6.6438, recall: 0.0319, relative_absolute_error: 0.9779, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1391, root_relative_squared_error: 1.3985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5666, kappa: 0.1333, kb_relative_information_score: 223.9778, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.142, prior_entropy: 6.6438, recall: 0.142, relative_absolute_error: 0.8667, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.131, root_relative_squared_error: 1.3166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.7823, kappa: 0.7865, kb_relative_information_score: 1260.2639, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8009, predictive_accuracy: 0.7886, prior_entropy: 6.6438, recall: 0.7886, relative_absolute_error: 0.2135, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.065, root_relative_squared_error: 0.6535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, kappa: 0.7884, kb_relative_information_score: 1263.2701, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.7905, prior_entropy: 6.6438, recall: 0.7905, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0647, root_relative_squared_error: 0.6506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.858, kappa: 0.8579, kb_relative_information_score: 1373.5097, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8655, 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: 0.8835, f_measure: 0.7891, kappa: 0.7669, kb_relative_information_score: 1229.2131, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8381, predictive_accuracy: 0.7692, prior_entropy: 6.6438, recall: 0.7692, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.6828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8532, kappa: 0.8522, kb_relative_information_score: 1364.5042, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8578, 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: 0.8797, f_measure: 0.7603, kappa: 0.7593, kb_relative_information_score: 1217.1754, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.774, predictive_accuracy: 0.7617, prior_entropy: 6.6438, recall: 0.7617, relative_absolute_error: 0.2407, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.069, root_relative_squared_error: 0.6938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5303, kappa: 0.0606, kb_relative_information_score: 108.7409, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, predictive_accuracy: 0.07, prior_entropy: 6.6438, recall: 0.07, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1364, root_relative_squared_error: 1.3707,

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

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From your own software

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

OpenML APIs