OpenML
Supervised Classification on mfeat-zernike

Supervised Classification on mfeat-zernike

Task 22 Supervised Classification mfeat-zernike 21657 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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21657 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.7892, kappa: 0.7611, kb_relative_information_score: 0.7861, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.18, weighted_recall: 0.785, number_of_instances: 2000, precision: 0.7941, predictive_accuracy: 0.785, prior_entropy: 3.3219, relative_absolute_error: 0.2475, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.643, unweighted_recall: 0.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.793, kappa: 0.7667, kb_relative_information_score: 0.7928, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.18, weighted_recall: 0.79, number_of_instances: 2000, precision: 0.7967, predictive_accuracy: 0.79, prior_entropy: 3.3219, relative_absolute_error: 0.2402, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.6354, unweighted_recall: 0.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.7889, kappa: 0.7617, kb_relative_information_score: 0.7918, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.18, weighted_recall: 0.7855, number_of_instances: 2000, precision: 0.793, predictive_accuracy: 0.7855, prior_entropy: 3.3219, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.6354, unweighted_recall: 0.7855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.7851, kappa: 0.7578, kb_relative_information_score: 0.785, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.18, weighted_recall: 0.782, number_of_instances: 2000, precision: 0.7886, predictive_accuracy: 0.782, prior_entropy: 3.3219, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.6476, unweighted_recall: 0.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.8633, kappa: 0.8494, kb_relative_information_score: 0.8454, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.18, weighted_recall: 0.8645, number_of_instances: 2000, precision: 0.8627, predictive_accuracy: 0.8645, prior_entropy: 3.3219, relative_absolute_error: 0.2541, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.4579, unweighted_recall: 0.8645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.7822, kappa: 0.785, kb_relative_information_score: 0.8068, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.18, weighted_recall: 0.8065, number_of_instances: 2000, precision: 0.8038, predictive_accuracy: 0.8065, prior_entropy: 3.3219, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.156, root_relative_squared_error: 0.52, unweighted_recall: 0.8065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5344, f_measure: 0.0812, kappa: 0.0222, kb_relative_information_score: 0.0065, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, weighted_recall: 0.12, number_of_instances: 2000, precision: 0.3615, predictive_accuracy: 0.12, prior_entropy: 3.3219, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2996, root_relative_squared_error: 0.9988, unweighted_recall: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8831, kappa: 0.8694, kb_relative_information_score: 0.8577, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.18, weighted_recall: 0.8825, number_of_instances: 2000, precision: 0.8853, predictive_accuracy: 0.8825, prior_entropy: 3.3219, relative_absolute_error: 0.212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.4277, unweighted_recall: 0.8825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.7364, kappa: 0.7389, kb_relative_information_score: 0.7591, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.18, weighted_recall: 0.765, number_of_instances: 2000, precision: 0.7194, predictive_accuracy: 0.765, prior_entropy: 3.3219, relative_absolute_error: 0.3643, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.173, root_relative_squared_error: 0.5766, unweighted_recall: 0.765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.7502, kappa: 0.7533, kb_relative_information_score: 0.7652, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.18, weighted_recall: 0.778, number_of_instances: 2000, precision: 0.7639, predictive_accuracy: 0.778, prior_entropy: 3.3219, relative_absolute_error: 0.3593, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.17, root_relative_squared_error: 0.5668, unweighted_recall: 0.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.8693, kappa: 0.8561, kb_relative_information_score: 0.8604, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.18, weighted_recall: 0.8705, number_of_instances: 2000, precision: 0.869, predictive_accuracy: 0.8705, prior_entropy: 3.3219, relative_absolute_error: 0.2316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1319, root_relative_squared_error: 0.4395, unweighted_recall: 0.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.8938, kappa: 0.8817, kb_relative_information_score: 0.8664, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, weighted_recall: 0.8935, number_of_instances: 2000, precision: 0.8943, predictive_accuracy: 0.8935, prior_entropy: 3.3219, relative_absolute_error: 0.2216, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.4269, unweighted_recall: 0.8935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.8624, kappa: 0.8478, kb_relative_information_score: 0.8331, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.18, weighted_recall: 0.863, number_of_instances: 2000, precision: 0.8632, predictive_accuracy: 0.863, prior_entropy: 3.3219, relative_absolute_error: 0.2694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1418, root_relative_squared_error: 0.4727, unweighted_recall: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.7812, kappa: 0.7556, kb_relative_information_score: 0.8061, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.18, weighted_recall: 0.78, number_of_instances: 2000, precision: 0.7824, predictive_accuracy: 0.78, prior_entropy: 3.3219, relative_absolute_error: 0.2834, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.5459, unweighted_recall: 0.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4361, kappa: -0.0011, kb_relative_information_score: 0.0042, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.099, number_of_instances: 2000, predictive_accuracy: 0.099, prior_entropy: 3.3219, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.8754, kappa: 0.8606, kb_relative_information_score: 0.8474, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.18, weighted_recall: 0.8745, number_of_instances: 2000, precision: 0.8796, predictive_accuracy: 0.8745, prior_entropy: 3.3219, relative_absolute_error: 0.2223, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1318, root_relative_squared_error: 0.4393, unweighted_recall: 0.8745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.8675, kappa: 0.8544, kb_relative_information_score: 0.8496, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.18, weighted_recall: 0.869, number_of_instances: 2000, precision: 0.8662, predictive_accuracy: 0.869, prior_entropy: 3.3219, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.4526, unweighted_recall: 0.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3924, kappa: 0.0283, kb_relative_information_score: 0.0026, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1255, number_of_instances: 2000, predictive_accuracy: 0.1255, prior_entropy: 3.3219, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.9997, unweighted_recall: 0.1255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.8839, kappa: 0.8711, kb_relative_information_score: 0.8647, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.18, weighted_recall: 0.884, number_of_instances: 2000, precision: 0.8844, predictive_accuracy: 0.884, prior_entropy: 3.3219, relative_absolute_error: 0.2242, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1286, root_relative_squared_error: 0.4285, unweighted_recall: 0.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.8612, kappa: 0.8461, kb_relative_information_score: 0.8357, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.18, weighted_recall: 0.8615, number_of_instances: 2000, precision: 0.8625, predictive_accuracy: 0.8615, prior_entropy: 3.3219, relative_absolute_error: 0.2653, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.4695, unweighted_recall: 0.8615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.867, kappa: 0.8539, kb_relative_information_score: 0.8493, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.18, weighted_recall: 0.8685, number_of_instances: 2000, precision: 0.8657, predictive_accuracy: 0.8685, prior_entropy: 3.3219, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1359, root_relative_squared_error: 0.453, unweighted_recall: 0.8685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.8642, kappa: 0.85, kb_relative_information_score: 0.8435, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.18, weighted_recall: 0.865, number_of_instances: 2000, precision: 0.8646, predictive_accuracy: 0.865, prior_entropy: 3.3219, relative_absolute_error: 0.257, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.138, root_relative_squared_error: 0.4599, unweighted_recall: 0.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.8254, kappa: 0.8106, kb_relative_information_score: 0.8168, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.18, weighted_recall: 0.8295, number_of_instances: 2000, precision: 0.8267, predictive_accuracy: 0.8295, prior_entropy: 3.3219, relative_absolute_error: 0.2917, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1512, root_relative_squared_error: 0.5041, unweighted_recall: 0.8295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.8925, kappa: 0.8806, kb_relative_information_score: 0.8695, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.18, weighted_recall: 0.8925, number_of_instances: 2000, precision: 0.8928, predictive_accuracy: 0.8925, prior_entropy: 3.3219, relative_absolute_error: 0.2039, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1242, root_relative_squared_error: 0.4138, unweighted_recall: 0.8925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.8915, kappa: 0.8794, kb_relative_information_score: 0.8686, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.18, weighted_recall: 0.8915, number_of_instances: 2000, precision: 0.892, predictive_accuracy: 0.8915, prior_entropy: 3.3219, relative_absolute_error: 0.2044, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.415, unweighted_recall: 0.8915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.81, kappa: 0.8017, kb_relative_information_score: 0.8112, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.18, weighted_recall: 0.8215, number_of_instances: 2000, precision: 0.8245, predictive_accuracy: 0.8215, prior_entropy: 3.3219, relative_absolute_error: 0.2977, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.5127, unweighted_recall: 0.8215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.8622, kappa: 0.8478, kb_relative_information_score: 0.8396, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.18, weighted_recall: 0.863, number_of_instances: 2000, precision: 0.8623, predictive_accuracy: 0.863, prior_entropy: 3.3219, relative_absolute_error: 0.2612, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.4651, unweighted_recall: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8677, kappa: 0.8533, kb_relative_information_score: 0.8341, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.18, weighted_recall: 0.868, number_of_instances: 2000, precision: 0.871, predictive_accuracy: 0.868, prior_entropy: 3.3219, relative_absolute_error: 0.2658, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.4647, unweighted_recall: 0.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.8592, kappa: 0.845, kb_relative_information_score: 0.8494, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.18, weighted_recall: 0.8605, number_of_instances: 2000, precision: 0.8583, predictive_accuracy: 0.8605, prior_entropy: 3.3219, relative_absolute_error: 0.247, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.137, root_relative_squared_error: 0.4566, unweighted_recall: 0.8605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.887, f_measure: 0.5358, kappa: 0.4372, kb_relative_information_score: 0.1011, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.18, weighted_recall: 0.4935, number_of_instances: 2000, precision: 0.7636, predictive_accuracy: 0.4935, prior_entropy: 3.3219, relative_absolute_error: 0.9541, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.9628, unweighted_recall: 0.4935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7835, kappa: 0.2733, kb_relative_information_score: 0.0243, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.18, weighted_recall: 0.346, number_of_instances: 2000, predictive_accuracy: 0.346, prior_entropy: 3.3219, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.9937, unweighted_recall: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.5061, kappa: 0.4811, kb_relative_information_score: 0.2297, mean_absolute_error: 0.1638, mean_prior_absolute_error: 0.18, weighted_recall: 0.533, number_of_instances: 2000, precision: 0.5669, predictive_accuracy: 0.533, prior_entropy: 3.3219, relative_absolute_error: 0.91, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.9257, unweighted_recall: 0.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.443, kappa: 0.1278, kb_relative_information_score: 0.0035, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, weighted_recall: 0.215, number_of_instances: 2000, predictive_accuracy: 0.215, prior_entropy: 3.3219, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.9995, unweighted_recall: 0.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.8622, kappa: 0.8472, kb_relative_information_score: 0.8437, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.18, weighted_recall: 0.8625, number_of_instances: 2000, precision: 0.863, predictive_accuracy: 0.8625, prior_entropy: 3.3219, relative_absolute_error: 0.256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1379, root_relative_squared_error: 0.4597, unweighted_recall: 0.8625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.8649, kappa: 0.8494, kb_relative_information_score: 0.8476, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.18, weighted_recall: 0.8645, number_of_instances: 2000, precision: 0.8665, predictive_accuracy: 0.8645, prior_entropy: 3.3219, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.136, root_relative_squared_error: 0.4534, unweighted_recall: 0.8645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4879, kappa: 0.0422, kb_relative_information_score: 0.0159, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, weighted_recall: 0.138, number_of_instances: 2000, predictive_accuracy: 0.138, prior_entropy: 3.3219, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.9997, unweighted_recall: 0.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.8856, kappa: 0.8728, kb_relative_information_score: 0.8591, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.18, weighted_recall: 0.8855, number_of_instances: 2000, precision: 0.8859, predictive_accuracy: 0.8855, prior_entropy: 3.3219, relative_absolute_error: 0.2337, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1313, root_relative_squared_error: 0.4378, unweighted_recall: 0.8855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.8954, kappa: 0.8839, kb_relative_information_score: 0.8737, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.18, weighted_recall: 0.8955, number_of_instances: 2000, precision: 0.8957, predictive_accuracy: 0.8955, prior_entropy: 3.3219, relative_absolute_error: 0.2036, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.4098, unweighted_recall: 0.8955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9174, f_measure: 0.5695, kappa: 0.5472, kb_relative_information_score: 0.2953, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.18, weighted_recall: 0.5925, number_of_instances: 2000, precision: 0.6249, predictive_accuracy: 0.5925, prior_entropy: 3.3219, relative_absolute_error: 0.8687, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.8961, unweighted_recall: 0.5925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.7659, kappa: 0.7728, kb_relative_information_score: 0.7929, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.18, weighted_recall: 0.7955, number_of_instances: 2000, precision: 0.7589, predictive_accuracy: 0.7955, prior_entropy: 3.3219, relative_absolute_error: 0.3193, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.5378, unweighted_recall: 0.7955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, kappa: 0.0244, kb_relative_information_score: 0.0059, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.122, number_of_instances: 2000, predictive_accuracy: 0.122, prior_entropy: 3.3219, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.9998, unweighted_recall: 0.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.8336, kappa: 0.7989, kb_relative_information_score: 0.7284, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.18, weighted_recall: 0.819, number_of_instances: 2000, precision: 0.8746, predictive_accuracy: 0.819, prior_entropy: 3.3219, relative_absolute_error: 0.3709, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.5606, unweighted_recall: 0.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.8919, kappa: 0.88, kb_relative_information_score: 0.8742, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.18, weighted_recall: 0.892, number_of_instances: 2000, precision: 0.8921, predictive_accuracy: 0.892, prior_entropy: 3.3219, relative_absolute_error: 0.2035, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.4095, unweighted_recall: 0.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4921, kb_relative_information_score: 0.0038, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, weighted_recall: 0.1, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, unweighted_recall: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.8929, kappa: 0.8811, kb_relative_information_score: 0.872, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, weighted_recall: 0.893, number_of_instances: 2000, precision: 0.893, predictive_accuracy: 0.893, prior_entropy: 3.3219, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.4108, unweighted_recall: 0.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.8939, kappa: 0.8822, kb_relative_information_score: 0.8706, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.18, weighted_recall: 0.894, number_of_instances: 2000, precision: 0.8943, predictive_accuracy: 0.894, prior_entropy: 3.3219, relative_absolute_error: 0.2033, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.4125, unweighted_recall: 0.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.8619, kappa: 0.8444, kb_relative_information_score: 0.7935, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.18, weighted_recall: 0.86, number_of_instances: 2000, precision: 0.8712, predictive_accuracy: 0.86, prior_entropy: 3.3219, relative_absolute_error: 0.2891, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1494, root_relative_squared_error: 0.4979, unweighted_recall: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.7639, kappa: 0.6928, kb_relative_information_score: 0.5245, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.18, weighted_recall: 0.7235, number_of_instances: 2000, precision: 0.8754, predictive_accuracy: 0.7235, prior_entropy: 3.3219, relative_absolute_error: 0.6024, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.7285, unweighted_recall: 0.7235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.8618, kappa: 0.8472, kb_relative_information_score: 0.8329, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.18, weighted_recall: 0.8625, number_of_instances: 2000, precision: 0.8624, predictive_accuracy: 0.8625, prior_entropy: 3.3219, relative_absolute_error: 0.2695, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.473, unweighted_recall: 0.8625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.8955, kappa: 0.8839, kb_relative_information_score: 0.8741, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.18, weighted_recall: 0.8955, number_of_instances: 2000, precision: 0.8956, predictive_accuracy: 0.8955, prior_entropy: 3.3219, relative_absolute_error: 0.2066, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1235, root_relative_squared_error: 0.4116, unweighted_recall: 0.8955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6729, f_measure: 0.1884, kappa: 0.1189, kb_relative_information_score: 0.01, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.18, weighted_recall: 0.207, number_of_instances: 2000, precision: 0.4889, predictive_accuracy: 0.207, prior_entropy: 3.3219, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.9975, unweighted_recall: 0.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.8624, kappa: 0.8472, kb_relative_information_score: 0.8435, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.18, weighted_recall: 0.8625, number_of_instances: 2000, precision: 0.8643, predictive_accuracy: 0.8625, prior_entropy: 3.3219, relative_absolute_error: 0.255, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.4581, unweighted_recall: 0.8625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.8908, kappa: 0.8783, kb_relative_information_score: 0.8537, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.18, weighted_recall: 0.8905, number_of_instances: 2000, precision: 0.8913, predictive_accuracy: 0.8905, prior_entropy: 3.3219, relative_absolute_error: 0.2395, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1328, root_relative_squared_error: 0.4427, unweighted_recall: 0.8905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.8573, kappa: 0.8428, kb_relative_information_score: 0.8482, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.18, weighted_recall: 0.8585, number_of_instances: 2000, precision: 0.8564, predictive_accuracy: 0.8585, prior_entropy: 3.3219, relative_absolute_error: 0.2477, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.138, root_relative_squared_error: 0.4601, unweighted_recall: 0.8585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.8833, kappa: 0.8694, kb_relative_information_score: 0.8563, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.18, weighted_recall: 0.8825, number_of_instances: 2000, precision: 0.8843, predictive_accuracy: 0.8825, prior_entropy: 3.3219, relative_absolute_error: 0.2357, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1323, root_relative_squared_error: 0.4409, unweighted_recall: 0.8825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.8763, kappa: 0.8617, kb_relative_information_score: 0.85, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.18, weighted_recall: 0.8755, number_of_instances: 2000, precision: 0.88, predictive_accuracy: 0.8755, prior_entropy: 3.3219, relative_absolute_error: 0.2195, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1309, root_relative_squared_error: 0.4364, unweighted_recall: 0.8755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8959, kappa: 0.8844, kb_relative_information_score: 0.8739, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.18, weighted_recall: 0.896, number_of_instances: 2000, precision: 0.8959, predictive_accuracy: 0.896, prior_entropy: 3.3219, relative_absolute_error: 0.2042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1231, root_relative_squared_error: 0.4102, unweighted_recall: 0.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.8922, kappa: 0.88, kb_relative_information_score: 0.8654, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.18, weighted_recall: 0.892, number_of_instances: 2000, precision: 0.8925, predictive_accuracy: 0.892, prior_entropy: 3.3219, relative_absolute_error: 0.2235, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.4284, unweighted_recall: 0.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5402, f_measure: 0.092, kappa: 0.0367, kb_relative_information_score: 0.0061, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, weighted_recall: 0.133, number_of_instances: 2000, precision: 0.2778, predictive_accuracy: 0.133, prior_entropy: 3.3219, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.9989, unweighted_recall: 0.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.8623, kappa: 0.8478, kb_relative_information_score: 0.8403, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.18, weighted_recall: 0.863, number_of_instances: 2000, precision: 0.8622, predictive_accuracy: 0.863, prior_entropy: 3.3219, relative_absolute_error: 0.2611, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.4647, unweighted_recall: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.8722, kappa: 0.8567, kb_relative_information_score: 0.8399, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.18, weighted_recall: 0.871, number_of_instances: 2000, precision: 0.8771, predictive_accuracy: 0.871, prior_entropy: 3.3219, relative_absolute_error: 0.2309, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.4481, unweighted_recall: 0.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.863, kappa: 0.8483, kb_relative_information_score: 0.8451, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.18, weighted_recall: 0.8635, number_of_instances: 2000, precision: 0.8631, predictive_accuracy: 0.8635, prior_entropy: 3.3219, relative_absolute_error: 0.2545, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.458, unweighted_recall: 0.8635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.8877, kappa: 0.875, kb_relative_information_score: 0.866, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, weighted_recall: 0.8875, number_of_instances: 2000, precision: 0.8884, predictive_accuracy: 0.8875, prior_entropy: 3.3219, relative_absolute_error: 0.2059, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.4182, unweighted_recall: 0.8875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.8456, kappa: 0.8194, kb_relative_information_score: 0.7552, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.18, weighted_recall: 0.8375, number_of_instances: 2000, precision: 0.8714, predictive_accuracy: 0.8375, prior_entropy: 3.3219, relative_absolute_error: 0.3375, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.5353, unweighted_recall: 0.8375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.8471, kappa: 0.8333, kb_relative_information_score: 0.8431, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.18, weighted_recall: 0.85, number_of_instances: 2000, precision: 0.8474, predictive_accuracy: 0.85, prior_entropy: 3.3219, relative_absolute_error: 0.2537, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.141, root_relative_squared_error: 0.4699, unweighted_recall: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.8817, kappa: 0.8683, kb_relative_information_score: 0.863, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.18, weighted_recall: 0.8815, number_of_instances: 2000, precision: 0.882, predictive_accuracy: 0.8815, prior_entropy: 3.3219, relative_absolute_error: 0.2261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.4341, unweighted_recall: 0.8815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.7204, kappa: 0.7094, kb_relative_information_score: 0.7148, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.18, weighted_recall: 0.7385, number_of_instances: 2000, precision: 0.7358, predictive_accuracy: 0.7385, prior_entropy: 3.3219, relative_absolute_error: 0.4249, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.617, unweighted_recall: 0.7385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.5129, kappa: 0.4133, kb_relative_information_score: 0.0794, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.18, weighted_recall: 0.472, number_of_instances: 2000, precision: 0.756, predictive_accuracy: 0.472, prior_entropy: 3.3219, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.9719, unweighted_recall: 0.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.8853, kappa: 0.8728, kb_relative_information_score: 0.8724, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.18, weighted_recall: 0.8855, number_of_instances: 2000, precision: 0.8853, predictive_accuracy: 0.8855, prior_entropy: 3.3219, relative_absolute_error: 0.2095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.4181, unweighted_recall: 0.8855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.8635, kappa: 0.8494, kb_relative_information_score: 0.8475, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.18, weighted_recall: 0.8645, number_of_instances: 2000, precision: 0.8636, predictive_accuracy: 0.8645, prior_entropy: 3.3219, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.4547, unweighted_recall: 0.8645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.887, kappa: 0.8744, kb_relative_information_score: 0.8706, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.18, weighted_recall: 0.887, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.887, prior_entropy: 3.3219, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.126, root_relative_squared_error: 0.42, unweighted_recall: 0.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.893, kappa: 0.8811, kb_relative_information_score: 0.8711, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, weighted_recall: 0.893, number_of_instances: 2000, precision: 0.8933, predictive_accuracy: 0.893, prior_entropy: 3.3219, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1234, root_relative_squared_error: 0.4113, unweighted_recall: 0.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.8946, kappa: 0.8828, kb_relative_information_score: 0.868, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.18, weighted_recall: 0.8945, number_of_instances: 2000, precision: 0.8947, predictive_accuracy: 0.8945, prior_entropy: 3.3219, relative_absolute_error: 0.2185, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.4243, unweighted_recall: 0.8945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.8881, kappa: 0.8756, kb_relative_information_score: 0.8583, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.18, weighted_recall: 0.888, number_of_instances: 2000, precision: 0.8888, predictive_accuracy: 0.888, prior_entropy: 3.3219, relative_absolute_error: 0.2353, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.131, root_relative_squared_error: 0.4367, unweighted_recall: 0.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.6008, kappa: 0.5767, kb_relative_information_score: 0.3687, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.18, weighted_recall: 0.619, number_of_instances: 2000, precision: 0.6424, predictive_accuracy: 0.619, prior_entropy: 3.3219, relative_absolute_error: 0.8129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.8604, unweighted_recall: 0.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.8953, kappa: 0.8839, kb_relative_information_score: 0.873, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, weighted_recall: 0.8955, number_of_instances: 2000, precision: 0.8954, predictive_accuracy: 0.8955, prior_entropy: 3.3219, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.123, root_relative_squared_error: 0.4099, unweighted_recall: 0.8955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.8596, kappa: 0.8439, kb_relative_information_score: 0.8451, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.18, weighted_recall: 0.8595, number_of_instances: 2000, precision: 0.8607, predictive_accuracy: 0.8595, prior_entropy: 3.3219, relative_absolute_error: 0.2536, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.457, unweighted_recall: 0.8595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.891, kappa: 0.8789, kb_relative_information_score: 0.8679, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.18, weighted_recall: 0.891, number_of_instances: 2000, precision: 0.8913, predictive_accuracy: 0.891, prior_entropy: 3.3219, relative_absolute_error: 0.2048, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.4158, unweighted_recall: 0.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.8203, kappa: 0.8067, kb_relative_information_score: 0.8141, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, weighted_recall: 0.826, number_of_instances: 2000, precision: 0.8237, predictive_accuracy: 0.826, prior_entropy: 3.3219, relative_absolute_error: 0.2952, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.5078, unweighted_recall: 0.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.5564, kappa: 0.4672, kb_relative_information_score: 0.429, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.18, weighted_recall: 0.5205, number_of_instances: 2000, precision: 0.6247, predictive_accuracy: 0.5205, prior_entropy: 3.3219, relative_absolute_error: 0.7302, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2472, root_relative_squared_error: 0.8239, unweighted_recall: 0.5205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.8909, kappa: 0.8789, kb_relative_information_score: 0.8736, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.18, weighted_recall: 0.891, number_of_instances: 2000, precision: 0.8909, predictive_accuracy: 0.891, prior_entropy: 3.3219, relative_absolute_error: 0.2076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.124, root_relative_squared_error: 0.4132, unweighted_recall: 0.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.8796, kappa: 0.8667, kb_relative_information_score: 0.8709, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.18, weighted_recall: 0.88, number_of_instances: 2000, precision: 0.8801, predictive_accuracy: 0.88, prior_entropy: 3.3219, relative_absolute_error: 0.2151, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.127, root_relative_squared_error: 0.4232, unweighted_recall: 0.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.8832, kappa: 0.87, kb_relative_information_score: 0.8668, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, weighted_recall: 0.883, number_of_instances: 2000, precision: 0.8839, predictive_accuracy: 0.883, prior_entropy: 3.3219, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.4281, unweighted_recall: 0.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.8421, kappa: 0.8267, kb_relative_information_score: 0.8343, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.18, weighted_recall: 0.844, number_of_instances: 2000, precision: 0.841, predictive_accuracy: 0.844, prior_entropy: 3.3219, relative_absolute_error: 0.2673, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4799, unweighted_recall: 0.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.8965, kappa: 0.885, kb_relative_information_score: 0.8737, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.18, weighted_recall: 0.8965, number_of_instances: 2000, precision: 0.8968, predictive_accuracy: 0.8965, prior_entropy: 3.3219, relative_absolute_error: 0.2057, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1235, root_relative_squared_error: 0.4117, unweighted_recall: 0.8965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9, kappa: 0.8889, kb_relative_information_score: 0.8747, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.18, weighted_recall: 0.9, number_of_instances: 2000, precision: 0.9002, predictive_accuracy: 0.9, prior_entropy: 3.3219, relative_absolute_error: 0.2045, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1228, root_relative_squared_error: 0.4094, unweighted_recall: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.561, kappa: 0.5217, kb_relative_information_score: 0.4909, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.18, weighted_recall: 0.5695, number_of_instances: 2000, precision: 0.5677, predictive_accuracy: 0.5695, prior_entropy: 3.3219, relative_absolute_error: 0.7087, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.8158, unweighted_recall: 0.5695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.7279, kappa: 0.6417, kb_relative_information_score: 0.393, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.18, weighted_recall: 0.6775, number_of_instances: 2000, precision: 0.8758, predictive_accuracy: 0.6775, prior_entropy: 3.3219, relative_absolute_error: 0.7293, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.8144, unweighted_recall: 0.6775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.8884, kappa: 0.8761, kb_relative_information_score: 0.8713, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.18, weighted_recall: 0.8885, number_of_instances: 2000, precision: 0.8886, predictive_accuracy: 0.8885, prior_entropy: 3.3219, relative_absolute_error: 0.2125, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1258, root_relative_squared_error: 0.4194, unweighted_recall: 0.8885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.8881, kappa: 0.8756, kb_relative_information_score: 0.8579, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.18, weighted_recall: 0.888, number_of_instances: 2000, precision: 0.8888, predictive_accuracy: 0.888, prior_entropy: 3.3219, relative_absolute_error: 0.2357, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.437, unweighted_recall: 0.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.8578, kappa: 0.8433, kb_relative_information_score: 0.8491, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.18, weighted_recall: 0.859, number_of_instances: 2000, precision: 0.8569, predictive_accuracy: 0.859, prior_entropy: 3.3219, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.459, unweighted_recall: 0.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5416, kappa: 0.0522, kb_relative_information_score: 0.005, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, weighted_recall: 0.147, number_of_instances: 2000, predictive_accuracy: 0.147, prior_entropy: 3.3219, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.9994, unweighted_recall: 0.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.8757, kappa: 0.8628, kb_relative_information_score: 0.8705, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, weighted_recall: 0.8765, number_of_instances: 2000, precision: 0.876, predictive_accuracy: 0.8765, prior_entropy: 3.3219, relative_absolute_error: 0.2144, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.4242, unweighted_recall: 0.8765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.8606, kappa: 0.8456, kb_relative_information_score: 0.8357, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.18, weighted_recall: 0.861, number_of_instances: 2000, precision: 0.862, predictive_accuracy: 0.861, prior_entropy: 3.3219, relative_absolute_error: 0.2652, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.4695, unweighted_recall: 0.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8831, kappa: 0.8694, kb_relative_information_score: 0.8578, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.18, weighted_recall: 0.8825, number_of_instances: 2000, precision: 0.8853, predictive_accuracy: 0.8825, prior_entropy: 3.3219, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.4276, unweighted_recall: 0.8825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.7925, kappa: 0.7344, kb_relative_information_score: 0.5904, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.18, weighted_recall: 0.761, number_of_instances: 2000, precision: 0.8782, predictive_accuracy: 0.761, prior_entropy: 3.3219, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.6789, unweighted_recall: 0.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.8392, kappa: 0.825, kb_relative_information_score: 0.8377, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.18, weighted_recall: 0.8425, number_of_instances: 2000, precision: 0.8406, predictive_accuracy: 0.8425, prior_entropy: 3.3219, relative_absolute_error: 0.2615, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1433, root_relative_squared_error: 0.4776, unweighted_recall: 0.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.8908, kappa: 0.8789, kb_relative_information_score: 0.8731, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.18, weighted_recall: 0.891, number_of_instances: 2000, precision: 0.8908, predictive_accuracy: 0.891, prior_entropy: 3.3219, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.4151, unweighted_recall: 0.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.8401, kappa: 0.8244, kb_relative_information_score: 0.8339, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.18, weighted_recall: 0.842, number_of_instances: 2000, precision: 0.8391, predictive_accuracy: 0.842, prior_entropy: 3.3219, relative_absolute_error: 0.268, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.4807, unweighted_recall: 0.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.5979, kappa: 0.4928, kb_relative_information_score: 0.1688, mean_absolute_error: 0.1638, mean_prior_absolute_error: 0.18, weighted_recall: 0.5435, number_of_instances: 2000, precision: 0.8185, predictive_accuracy: 0.5435, prior_entropy: 3.3219, relative_absolute_error: 0.9098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2798, root_relative_squared_error: 0.9327, unweighted_recall: 0.5435,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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