OpenML
Supervised Classification on mfeat-pixel

Supervised Classification on mfeat-pixel

Task 146824 Supervised Classification mfeat-pixel 11351 runs submitted
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11351 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9185, kappa: 0.9094, kb_relative_information_score: 1750.0403, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9192, predictive_accuracy: 0.9185, prior_entropy: 3.3219, recall: 0.9185, relative_absolute_error: 0.2053, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.3832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9113, kappa: 0.9017, kb_relative_information_score: 1680.056, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9125, predictive_accuracy: 0.9115, prior_entropy: 3.3219, recall: 0.9115, relative_absolute_error: 0.2673, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.126, root_relative_squared_error: 0.4199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9465, kappa: 0.9406, kb_relative_information_score: 1820.9787, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9468, predictive_accuracy: 0.9465, prior_entropy: 3.3219, recall: 0.9465, relative_absolute_error: 0.1509, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.872, kappa: 0.8578, kb_relative_information_score: 1677.8326, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8754, predictive_accuracy: 0.872, prior_entropy: 3.3219, recall: 0.872, relative_absolute_error: 0.2432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.4493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9379, kappa: 0.9311, kb_relative_information_score: 1762.673, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9385, predictive_accuracy: 0.938, prior_entropy: 3.3219, recall: 0.938, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9615, kappa: 0.9572, kb_relative_information_score: 1784.627, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9618, predictive_accuracy: 0.9615, prior_entropy: 3.3219, recall: 0.9615, relative_absolute_error: 0.1935, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.3297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9409, kappa: 0.9344, kb_relative_information_score: 1733.4156, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9421, predictive_accuracy: 0.941, prior_entropy: 3.3219, recall: 0.941, relative_absolute_error: 0.2264, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1144, root_relative_squared_error: 0.3814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9279, kappa: 0.92, kb_relative_information_score: 1698.4016, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9296, predictive_accuracy: 0.928, prior_entropy: 3.3219, recall: 0.928, relative_absolute_error: 0.2574, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.4015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.945, kappa: 0.9389, kb_relative_information_score: 1782.973, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9453, predictive_accuracy: 0.945, prior_entropy: 3.3219, recall: 0.945, relative_absolute_error: 0.1836, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1044, root_relative_squared_error: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.965, kappa: 0.9611, kb_relative_information_score: 1753.0848, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9654, predictive_accuracy: 0.965, prior_entropy: 3.3219, recall: 0.965, relative_absolute_error: 0.2251, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1047, root_relative_squared_error: 0.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9264, kappa: 0.9183, kb_relative_information_score: 1735.1988, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9269, predictive_accuracy: 0.9265, prior_entropy: 3.3219, recall: 0.9265, relative_absolute_error: 0.2218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1157, root_relative_squared_error: 0.3858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 1728.6458, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9629, predictive_accuracy: 0.9625, prior_entropy: 3.3219, recall: 0.9625, relative_absolute_error: 0.2458, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1097, root_relative_squared_error: 0.3658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9535, kappa: 0.9483, kb_relative_information_score: 1262.6361, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.954, predictive_accuracy: 0.9535, prior_entropy: 3.3219, recall: 0.9535, relative_absolute_error: 0.6101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.6445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9144, kappa: 0.905, kb_relative_information_score: 1760.3229, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9151, predictive_accuracy: 0.9145, prior_entropy: 3.3219, recall: 0.9145, relative_absolute_error: 0.1936, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1139, root_relative_squared_error: 0.3797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 1767.0049, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9703, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.2142, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9615, kappa: 0.9572, kb_relative_information_score: 1746.1317, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.962, predictive_accuracy: 0.9615, prior_entropy: 3.3219, recall: 0.9615, relative_absolute_error: 0.2281, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.3563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9575, kappa: 0.9528, kb_relative_information_score: 1776.2998, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9577, predictive_accuracy: 0.9575, prior_entropy: 3.3219, recall: 0.9575, relative_absolute_error: 0.1956, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9218, kappa: 0.9133, kb_relative_information_score: 1709.3686, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9228, predictive_accuracy: 0.922, prior_entropy: 3.3219, recall: 0.922, relative_absolute_error: 0.2443, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1198, root_relative_squared_error: 0.3994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 1743.3178, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9708, predictive_accuracy: 0.9705, prior_entropy: 3.3219, recall: 0.9705, relative_absolute_error: 0.2354, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1058, root_relative_squared_error: 0.3526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9429, kappa: 0.9367, kb_relative_information_score: 1711.1083, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9433, predictive_accuracy: 0.943, prior_entropy: 3.3219, recall: 0.943, relative_absolute_error: 0.2556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.3848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9264, kappa: 0.9183, kb_relative_information_score: 1686.3308, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9279, predictive_accuracy: 0.9265, prior_entropy: 3.3219, recall: 0.9265, relative_absolute_error: 0.2691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.4074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.8552, kappa: 0.8389, kb_relative_information_score: 1691.1846, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8574, predictive_accuracy: 0.855, prior_entropy: 3.3219, recall: 0.855, relative_absolute_error: 0.2094, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.14, root_relative_squared_error: 0.4666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.8565, kappa: 0.8406, kb_relative_information_score: 1674.2441, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8593, predictive_accuracy: 0.8565, prior_entropy: 3.3219, recall: 0.8565, relative_absolute_error: 0.231, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.14, root_relative_squared_error: 0.4666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 1809.8708, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9707, predictive_accuracy: 0.9705, prior_entropy: 3.3219, recall: 0.9705, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.3047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9006, kappa: 0.8894, kb_relative_information_score: 1751.0773, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9013, predictive_accuracy: 0.9005, prior_entropy: 3.3219, recall: 0.9005, relative_absolute_error: 0.1891, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.4004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9376, kappa: 0.9306, kb_relative_information_score: 1788.637, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9379, predictive_accuracy: 0.9375, prior_entropy: 3.3219, recall: 0.9375, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.3528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9173, kappa: 0.9083, kb_relative_information_score: 1680.2881, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9182, predictive_accuracy: 0.9175, prior_entropy: 3.3219, recall: 0.9175, relative_absolute_error: 0.2706, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.125, root_relative_squared_error: 0.4168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 1819.8728, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9612, predictive_accuracy: 0.961, prior_entropy: 3.3219, recall: 0.961, relative_absolute_error: 0.1571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.3119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9209, kappa: 0.9122, kb_relative_information_score: 1744.5063, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9217, predictive_accuracy: 0.921, prior_entropy: 3.3219, recall: 0.921, relative_absolute_error: 0.2111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1154, root_relative_squared_error: 0.3848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9019, kappa: 0.8911, kb_relative_information_score: 1664.914, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9038, predictive_accuracy: 0.902, prior_entropy: 3.3219, recall: 0.902, relative_absolute_error: 0.2772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.4309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9489, kappa: 0.9433, kb_relative_information_score: 1754.07, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9495, predictive_accuracy: 0.949, prior_entropy: 3.3219, recall: 0.949, relative_absolute_error: 0.2153, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.3581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.8895, kappa: 0.8772, kb_relative_information_score: 1736.0392, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8903, predictive_accuracy: 0.8895, prior_entropy: 3.3219, recall: 0.8895, relative_absolute_error: 0.195, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.4184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 1786.2038, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9614, predictive_accuracy: 0.961, prior_entropy: 3.3219, recall: 0.961, relative_absolute_error: 0.1907, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0991, root_relative_squared_error: 0.3302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 1709.8598, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9766, predictive_accuracy: 0.9765, prior_entropy: 3.3219, recall: 0.9765, relative_absolute_error: 0.2759, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.3659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9465, kappa: 0.9406, kb_relative_information_score: 1776.1216, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9468, predictive_accuracy: 0.9465, prior_entropy: 3.3219, recall: 0.9465, relative_absolute_error: 0.1911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1048, root_relative_squared_error: 0.3495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.954, kappa: 0.9489, kb_relative_information_score: 1796.4656, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 3.3219, recall: 0.954, relative_absolute_error: 0.1744, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.3359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9185, kappa: 0.9094, kb_relative_information_score: 1800.2649, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9189, predictive_accuracy: 0.9185, prior_entropy: 3.3219, recall: 0.9185, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9201, kappa: 0.9111, kb_relative_information_score: 1810.092, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9209, predictive_accuracy: 0.92, prior_entropy: 3.3219, recall: 0.92, relative_absolute_error: 0.1493, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1054, root_relative_squared_error: 0.3513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9006, kappa: 0.8894, kb_relative_information_score: 1784.0066, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.901, predictive_accuracy: 0.9005, prior_entropy: 3.3219, recall: 0.9005, relative_absolute_error: 0.155, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.3894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9294, kappa: 0.9217, kb_relative_information_score: 1688.3999, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9302, predictive_accuracy: 0.9295, prior_entropy: 3.3219, recall: 0.9295, relative_absolute_error: 0.2695, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1217, root_relative_squared_error: 0.4056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 1789.8045, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9703, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.1925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9499, kappa: 0.9444, kb_relative_information_score: 1755.4336, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9504, predictive_accuracy: 0.95, prior_entropy: 3.3219, recall: 0.95, relative_absolute_error: 0.2123, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1079, root_relative_squared_error: 0.3597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 1841.3172, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9707, predictive_accuracy: 0.9705, prior_entropy: 3.3219, recall: 0.9705, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0845, root_relative_squared_error: 0.2816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.958, kappa: 0.9533, kb_relative_information_score: 1786.2556, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9584, predictive_accuracy: 0.958, prior_entropy: 3.3219, recall: 0.958, relative_absolute_error: 0.1871, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1004, root_relative_squared_error: 0.3345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9234, kappa: 0.915, kb_relative_information_score: 1692.4173, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9247, predictive_accuracy: 0.9235, prior_entropy: 3.3219, recall: 0.9235, relative_absolute_error: 0.2617, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.4064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9556, kappa: 0.9506, kb_relative_information_score: 1722.3895, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9558, predictive_accuracy: 0.9555, prior_entropy: 3.3219, recall: 0.9555, relative_absolute_error: 0.2492, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.3739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.956, kappa: 0.9511, kb_relative_information_score: 1708.7058, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9564, predictive_accuracy: 0.956, prior_entropy: 3.3219, recall: 0.956, relative_absolute_error: 0.2623, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.3808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9476, kappa: 0.9417, kb_relative_information_score: 1703.6933, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9484, predictive_accuracy: 0.9475, prior_entropy: 3.3219, recall: 0.9475, relative_absolute_error: 0.2623, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.3883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9293, kappa: 0.9217, kb_relative_information_score: 1732.9856, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9305, predictive_accuracy: 0.9295, prior_entropy: 3.3219, recall: 0.9295, relative_absolute_error: 0.2238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.3829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.8669, kappa: 0.8522, kb_relative_information_score: 1672.4494, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8703, predictive_accuracy: 0.867, prior_entropy: 3.3219, recall: 0.867, relative_absolute_error: 0.2455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1362, root_relative_squared_error: 0.4541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9615, kappa: 0.9572, kb_relative_information_score: 1813.1904, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9618, predictive_accuracy: 0.9615, prior_entropy: 3.3219, recall: 0.9615, relative_absolute_error: 0.1651, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.3136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9153, kappa: 0.9061, kb_relative_information_score: 1702.0832, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9166, predictive_accuracy: 0.9155, prior_entropy: 3.3219, recall: 0.9155, relative_absolute_error: 0.2466, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1225, root_relative_squared_error: 0.4083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9355, kappa: 0.9283, kb_relative_information_score: 1782.3843, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9361, predictive_accuracy: 0.9355, prior_entropy: 3.3219, recall: 0.9355, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.3582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.876, kappa: 0.8622, kb_relative_information_score: 1727.5055, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8766, predictive_accuracy: 0.876, prior_entropy: 3.3219, recall: 0.876, relative_absolute_error: 0.1893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1312, root_relative_squared_error: 0.4374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8795, kappa: 0.8661, kb_relative_information_score: 1738.5594, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8802, predictive_accuracy: 0.8795, prior_entropy: 3.3219, recall: 0.8795, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1286, root_relative_squared_error: 0.4286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9595, kappa: 0.955, kb_relative_information_score: 1817.5653, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9597, predictive_accuracy: 0.9595, prior_entropy: 3.3219, recall: 0.9595, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9441, kappa: 0.9378, kb_relative_information_score: 1654.6367, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9445, predictive_accuracy: 0.944, prior_entropy: 3.3219, recall: 0.944, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.4173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9735, kappa: 0.9706, kb_relative_information_score: 1647.1509, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9737, predictive_accuracy: 0.9735, prior_entropy: 3.3219, recall: 0.9735, relative_absolute_error: 0.3312, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.4106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.958, kappa: 0.9533, kb_relative_information_score: 1570.1689, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9583, predictive_accuracy: 0.958, prior_entropy: 3.3219, recall: 0.958, relative_absolute_error: 0.3873, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.4653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9354, kappa: 0.9283, kb_relative_information_score: 1725.9306, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9357, predictive_accuracy: 0.9355, prior_entropy: 3.3219, recall: 0.9355, relative_absolute_error: 0.2347, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.3849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9525, kappa: 0.9472, kb_relative_information_score: 1785.6146, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9528, predictive_accuracy: 0.9525, prior_entropy: 3.3219, recall: 0.9525, relative_absolute_error: 0.1851, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.3398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.8899, kappa: 0.8778, kb_relative_information_score: 1703.6261, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8925, predictive_accuracy: 0.89, prior_entropy: 3.3219, recall: 0.89, relative_absolute_error: 0.2298, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.128, root_relative_squared_error: 0.4266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.96, kappa: 0.9556, kb_relative_information_score: 1789.534, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9602, predictive_accuracy: 0.96, prior_entropy: 3.3219, recall: 0.96, relative_absolute_error: 0.1866, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.3298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.975, kappa: 0.9722, kb_relative_information_score: 1788.098, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9753, predictive_accuracy: 0.975, prior_entropy: 3.3219, recall: 0.975, relative_absolute_error: 0.1984, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.3164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9383, kappa: 0.9317, kb_relative_information_score: 1740.8766, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.939, predictive_accuracy: 0.9385, prior_entropy: 3.3219, recall: 0.9385, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.3746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9675, kappa: 0.9639, kb_relative_information_score: 1707.1926, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9677, predictive_accuracy: 0.9675, prior_entropy: 3.3219, recall: 0.9675, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.113, root_relative_squared_error: 0.3767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9575, kappa: 0.9528, kb_relative_information_score: 1749.5674, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9579, predictive_accuracy: 0.9575, prior_entropy: 3.3219, recall: 0.9575, relative_absolute_error: 0.2233, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.3555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9314, kappa: 0.9239, kb_relative_information_score: 1666.3816, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9324, predictive_accuracy: 0.9315, prior_entropy: 3.3219, recall: 0.9315, relative_absolute_error: 0.2899, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.4164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9435, kappa: 0.9372, kb_relative_information_score: 1717.8228, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9446, predictive_accuracy: 0.9435, prior_entropy: 3.3219, recall: 0.9435, relative_absolute_error: 0.2461, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.3831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8996, kappa: 0.8883, kb_relative_information_score: 1787.3772, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9, predictive_accuracy: 0.8995, prior_entropy: 3.3219, recall: 0.8995, relative_absolute_error: 0.145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.3953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9112, kappa: 0.9017, kb_relative_information_score: 1704.5346, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9127, predictive_accuracy: 0.9115, prior_entropy: 3.3219, recall: 0.9115, relative_absolute_error: 0.2381, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.4125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9344, kappa: 0.9272, kb_relative_information_score: 1764.6858, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9349, predictive_accuracy: 0.9345, prior_entropy: 3.3219, recall: 0.9345, relative_absolute_error: 0.1955, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9079, kappa: 0.8978, kb_relative_information_score: 1670.3946, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9095, predictive_accuracy: 0.908, prior_entropy: 3.3219, recall: 0.908, relative_absolute_error: 0.2755, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.4249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.962, kappa: 0.9578, kb_relative_information_score: 1597.8649, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9623, predictive_accuracy: 0.962, prior_entropy: 3.3219, recall: 0.962, relative_absolute_error: 0.366, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.4468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9485, kappa: 0.9428, kb_relative_information_score: 1725.9291, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.949, predictive_accuracy: 0.9485, prior_entropy: 3.3219, recall: 0.9485, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.3746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9241, kappa: 0.9156, kb_relative_information_score: 1800.6504, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9247, predictive_accuracy: 0.924, prior_entropy: 3.3219, recall: 0.924, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1048, root_relative_squared_error: 0.3494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.949, kappa: 0.9433, kb_relative_information_score: 1834.0273, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9493, predictive_accuracy: 0.949, prior_entropy: 3.3219, recall: 0.949, relative_absolute_error: 0.1384, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.094, root_relative_squared_error: 0.3132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9103, kappa: 0.9006, kb_relative_information_score: 1689.4267, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9117, predictive_accuracy: 0.9105, prior_entropy: 3.3219, recall: 0.9105, relative_absolute_error: 0.2554, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.4173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.8787, kappa: 0.865, kb_relative_information_score: 1737.3765, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8796, predictive_accuracy: 0.8785, prior_entropy: 3.3219, recall: 0.8785, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.4646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9475, kappa: 0.9417, kb_relative_information_score: 1720.5416, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9483, predictive_accuracy: 0.9475, prior_entropy: 3.3219, recall: 0.9475, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.3795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9348, kappa: 0.9278, kb_relative_information_score: 1732.0639, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9354, predictive_accuracy: 0.935, prior_entropy: 3.3219, recall: 0.935, relative_absolute_error: 0.2288, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.3806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.872, kappa: 0.8578, kb_relative_information_score: 1677.8326, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8754, predictive_accuracy: 0.872, prior_entropy: 3.3219, recall: 0.872, relative_absolute_error: 0.2432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.4493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9229, kappa: 0.9144, kb_relative_information_score: 1760.0888, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9235, predictive_accuracy: 0.923, prior_entropy: 3.3219, recall: 0.923, relative_absolute_error: 0.1921, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.114, root_relative_squared_error: 0.3801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.96, kappa: 0.9556, kb_relative_information_score: 1797.2829, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9604, predictive_accuracy: 0.96, prior_entropy: 3.3219, recall: 0.96, relative_absolute_error: 0.1789, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.3249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.943, kappa: 0.9367, kb_relative_information_score: 1698.0607, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9439, predictive_accuracy: 0.943, prior_entropy: 3.3219, recall: 0.943, relative_absolute_error: 0.2657, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.118, root_relative_squared_error: 0.3932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9243, kappa: 0.9161, kb_relative_information_score: 1730.3574, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9253, predictive_accuracy: 0.9245, prior_entropy: 3.3219, recall: 0.9245, relative_absolute_error: 0.2245, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.3885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9636, kappa: 0.9594, kb_relative_information_score: 1684.6778, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9638, predictive_accuracy: 0.9635, prior_entropy: 3.3219, recall: 0.9635, relative_absolute_error: 0.2906, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.3917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9449, kappa: 0.9389, kb_relative_information_score: 1753.004, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9456, predictive_accuracy: 0.945, prior_entropy: 3.3219, recall: 0.945, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1085, root_relative_squared_error: 0.3617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.8998, kappa: 0.8889, kb_relative_information_score: 1704.1406, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9023, predictive_accuracy: 0.9, prior_entropy: 3.3219, recall: 0.9, relative_absolute_error: 0.2348, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1259, root_relative_squared_error: 0.4197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.955, kappa: 0.95, kb_relative_information_score: 1787.3571, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9552, predictive_accuracy: 0.955, prior_entropy: 3.3219, recall: 0.955, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.101, root_relative_squared_error: 0.3368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 1806.5951, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.093, root_relative_squared_error: 0.3101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9191, kappa: 0.91, kb_relative_information_score: 1794.8011, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9197, predictive_accuracy: 0.919, prior_entropy: 3.3219, recall: 0.919, relative_absolute_error: 0.1616, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.3606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9339, kappa: 0.9267, kb_relative_information_score: 1755.475, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9345, predictive_accuracy: 0.934, prior_entropy: 3.3219, recall: 0.934, relative_absolute_error: 0.2048, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.3693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.8276, kappa: 0.8083, kb_relative_information_score: 1629.3328, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8302, predictive_accuracy: 0.8275, prior_entropy: 3.3219, recall: 0.8275, relative_absolute_error: 0.2392, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9445, kappa: 0.9383, kb_relative_information_score: 1775.1472, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9449, predictive_accuracy: 0.9445, prior_entropy: 3.3219, recall: 0.9445, relative_absolute_error: 0.1918, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1045, root_relative_squared_error: 0.3483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9248, kappa: 0.9167, kb_relative_information_score: 1712.255, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.927, predictive_accuracy: 0.925, prior_entropy: 3.3219, recall: 0.925, relative_absolute_error: 0.2398, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.4004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9515, kappa: 0.9461, kb_relative_information_score: 1800.5664, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9519, predictive_accuracy: 0.9515, prior_entropy: 3.3219, recall: 0.9515, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.3321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.8636, kappa: 0.8489, kb_relative_information_score: 1710.8287, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8654, predictive_accuracy: 0.864, prior_entropy: 3.3219, recall: 0.864, relative_absolute_error: 0.2064, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1339, root_relative_squared_error: 0.4462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9278, kappa: 0.92, kb_relative_information_score: 1718.2419, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9287, predictive_accuracy: 0.928, prior_entropy: 3.3219, recall: 0.928, relative_absolute_error: 0.2393, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1174, root_relative_squared_error: 0.3914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.916, kappa: 0.9067, kb_relative_information_score: 1758.9666, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9168, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.1916, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.3824,

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

OpenML APIs