OpenML
Supervised Classification on mfeat-zernike

Supervised Classification on mfeat-zernike

Task 22 Supervised Classification mfeat-zernike 20291 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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20291 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.6339, kappa: 0.5983, kb_relative_information_score: 0.6709, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.18, weighted_recall: 0.6385, number_of_instances: 2000, precision: 0.6316, predictive_accuracy: 0.6385, prior_entropy: 3.3219, relative_absolute_error: 0.4349, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2182, root_relative_squared_error: 0.7274, unweighted_recall: 0.6385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.6321, kappa: 0.5967, kb_relative_information_score: 0.6535, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.18, weighted_recall: 0.637, number_of_instances: 2000, precision: 0.6302, predictive_accuracy: 0.637, prior_entropy: 3.3219, relative_absolute_error: 0.4495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.7296, unweighted_recall: 0.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9033, f_measure: 0.6133, kappa: 0.575, kb_relative_information_score: 0.634, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.18, weighted_recall: 0.6175, number_of_instances: 2000, precision: 0.6102, predictive_accuracy: 0.6175, prior_entropy: 3.3219, relative_absolute_error: 0.4786, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.7409, unweighted_recall: 0.6175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, f_measure: 0.6379, kappa: 0.5989, kb_relative_information_score: 0.6485, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.18, weighted_recall: 0.639, number_of_instances: 2000, precision: 0.6383, predictive_accuracy: 0.639, prior_entropy: 3.3219, relative_absolute_error: 0.4225, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7817, unweighted_recall: 0.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.6589, kappa: 0.6283, kb_relative_information_score: 0.689, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.18, weighted_recall: 0.6655, number_of_instances: 2000, precision: 0.6541, predictive_accuracy: 0.6655, prior_entropy: 3.3219, relative_absolute_error: 0.4171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.209, root_relative_squared_error: 0.6967, unweighted_recall: 0.6655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7981, f_measure: 0.6021, kappa: 0.5589, kb_relative_information_score: 0.6024, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.18, weighted_recall: 0.603, number_of_instances: 2000, precision: 0.6024, predictive_accuracy: 0.603, prior_entropy: 3.3219, relative_absolute_error: 0.4421, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.8979, unweighted_recall: 0.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.6353, kappa: 0.6006, kb_relative_information_score: 0.668, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.18, weighted_recall: 0.6405, number_of_instances: 2000, precision: 0.6311, predictive_accuracy: 0.6405, prior_entropy: 3.3219, relative_absolute_error: 0.4356, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.7244, unweighted_recall: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8768, f_measure: 0.5742, kappa: 0.5328, kb_relative_information_score: 0.5982, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.18, weighted_recall: 0.5795, number_of_instances: 2000, precision: 0.5728, predictive_accuracy: 0.5795, prior_entropy: 3.3219, relative_absolute_error: 0.5234, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.7884, unweighted_recall: 0.5795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.6014, kappa: 0.5661, kb_relative_information_score: 0.6109, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.18, weighted_recall: 0.6095, number_of_instances: 2000, precision: 0.5972, predictive_accuracy: 0.6095, prior_entropy: 3.3219, relative_absolute_error: 0.5185, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.7415, unweighted_recall: 0.6095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.903, f_measure: 0.5995, kappa: 0.565, kb_relative_information_score: 0.6256, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.18, weighted_recall: 0.6085, number_of_instances: 2000, precision: 0.5942, predictive_accuracy: 0.6085, prior_entropy: 3.3219, relative_absolute_error: 0.4823, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.7514, unweighted_recall: 0.6085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.6699, kappa: 0.6356, kb_relative_information_score: 0.6884, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.18, weighted_recall: 0.672, number_of_instances: 2000, precision: 0.6688, predictive_accuracy: 0.672, prior_entropy: 3.3219, relative_absolute_error: 0.3988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.7158, unweighted_recall: 0.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.6126, kappa: 0.5761, kb_relative_information_score: 0.62, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.18, weighted_recall: 0.6185, number_of_instances: 2000, precision: 0.6112, predictive_accuracy: 0.6185, prior_entropy: 3.3219, relative_absolute_error: 0.4906, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2246, root_relative_squared_error: 0.7485, unweighted_recall: 0.6185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.6277, kappa: 0.5906, kb_relative_information_score: 0.6604, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.18, weighted_recall: 0.6315, number_of_instances: 2000, precision: 0.6258, predictive_accuracy: 0.6315, prior_entropy: 3.3219, relative_absolute_error: 0.4136, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2379, root_relative_squared_error: 0.793, unweighted_recall: 0.6315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.656, kappa: 0.6233, kb_relative_information_score: 0.6807, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.18, weighted_recall: 0.661, number_of_instances: 2000, precision: 0.6523, predictive_accuracy: 0.661, prior_entropy: 3.3219, relative_absolute_error: 0.402, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.7113, unweighted_recall: 0.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.6458, kappa: 0.6083, kb_relative_information_score: 0.6627, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.18, weighted_recall: 0.6475, number_of_instances: 2000, precision: 0.6446, predictive_accuracy: 0.6475, prior_entropy: 3.3219, relative_absolute_error: 0.4376, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.7214, unweighted_recall: 0.6475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.6122, kappa: 0.5739, kb_relative_information_score: 0.6368, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.18, weighted_recall: 0.6165, number_of_instances: 2000, precision: 0.6091, predictive_accuracy: 0.6165, prior_entropy: 3.3219, relative_absolute_error: 0.4684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.7539, unweighted_recall: 0.6165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.598, kappa: 0.56, kb_relative_information_score: 0.6079, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.18, weighted_recall: 0.604, number_of_instances: 2000, precision: 0.5944, predictive_accuracy: 0.604, prior_entropy: 3.3219, relative_absolute_error: 0.5237, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.7479, unweighted_recall: 0.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.6419, kappa: 0.6028, kb_relative_information_score: 0.6638, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.18, weighted_recall: 0.6425, number_of_instances: 2000, precision: 0.6425, predictive_accuracy: 0.6425, prior_entropy: 3.3219, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.7483, unweighted_recall: 0.6425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.6147, kappa: 0.5789, kb_relative_information_score: 0.6442, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.18, weighted_recall: 0.621, number_of_instances: 2000, precision: 0.6115, predictive_accuracy: 0.621, prior_entropy: 3.3219, relative_absolute_error: 0.4709, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.7355, unweighted_recall: 0.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.6298, kappa: 0.5961, kb_relative_information_score: 0.6516, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.18, weighted_recall: 0.6365, number_of_instances: 2000, precision: 0.6262, predictive_accuracy: 0.6365, prior_entropy: 3.3219, relative_absolute_error: 0.4614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.7249, unweighted_recall: 0.6365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.639, kappa: 0.5994, kb_relative_information_score: 0.659, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.18, weighted_recall: 0.6395, number_of_instances: 2000, precision: 0.6401, predictive_accuracy: 0.6395, prior_entropy: 3.3219, relative_absolute_error: 0.4419, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.7344, unweighted_recall: 0.6395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, f_measure: 0.5072, kappa: 0.4706, kb_relative_information_score: 0.5139, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.18, weighted_recall: 0.5235, number_of_instances: 2000, precision: 0.5094, predictive_accuracy: 0.5235, prior_entropy: 3.3219, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.8182, unweighted_recall: 0.5235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.6518, kappa: 0.6172, kb_relative_information_score: 0.6802, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.18, weighted_recall: 0.6555, number_of_instances: 2000, precision: 0.6497, predictive_accuracy: 0.6555, prior_entropy: 3.3219, relative_absolute_error: 0.4244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.7103, unweighted_recall: 0.6555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.6624, kappa: 0.63, kb_relative_information_score: 0.6723, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, weighted_recall: 0.667, number_of_instances: 2000, precision: 0.66, predictive_accuracy: 0.667, prior_entropy: 3.3219, relative_absolute_error: 0.4258, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.7136, unweighted_recall: 0.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.902, f_measure: 0.5605, kappa: 0.5206, kb_relative_information_score: 0.5803, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.18, weighted_recall: 0.5685, number_of_instances: 2000, precision: 0.5572, predictive_accuracy: 0.5685, prior_entropy: 3.3219, relative_absolute_error: 0.5687, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.7781, unweighted_recall: 0.5685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8931, f_measure: 0.6759, kappa: 0.6406, kb_relative_information_score: 0.6897, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.18, weighted_recall: 0.6765, number_of_instances: 2000, precision: 0.6775, predictive_accuracy: 0.6765, prior_entropy: 3.3219, relative_absolute_error: 0.3815, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.7289, unweighted_recall: 0.6765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8852, f_measure: 0.6409, kappa: 0.6067, kb_relative_information_score: 0.6704, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.18, weighted_recall: 0.646, number_of_instances: 2000, precision: 0.6382, predictive_accuracy: 0.646, prior_entropy: 3.3219, relative_absolute_error: 0.413, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.7543, unweighted_recall: 0.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.6035, kappa: 0.565, kb_relative_information_score: 0.6172, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.18, weighted_recall: 0.6085, number_of_instances: 2000, precision: 0.6034, predictive_accuracy: 0.6085, prior_entropy: 3.3219, relative_absolute_error: 0.5101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.7431, unweighted_recall: 0.6085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.6373, kappa: 0.5989, kb_relative_information_score: 0.6629, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.18, weighted_recall: 0.639, number_of_instances: 2000, precision: 0.6365, predictive_accuracy: 0.639, prior_entropy: 3.3219, relative_absolute_error: 0.4367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.733, unweighted_recall: 0.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.6531, kappa: 0.62, kb_relative_information_score: 0.679, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.18, weighted_recall: 0.658, number_of_instances: 2000, precision: 0.65, predictive_accuracy: 0.658, prior_entropy: 3.3219, relative_absolute_error: 0.4237, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.7016, unweighted_recall: 0.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.6506, kappa: 0.615, kb_relative_information_score: 0.668, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.18, weighted_recall: 0.6535, number_of_instances: 2000, precision: 0.6498, predictive_accuracy: 0.6535, prior_entropy: 3.3219, relative_absolute_error: 0.4236, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.7208, unweighted_recall: 0.6535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9064, f_measure: 0.604, kappa: 0.5672, kb_relative_information_score: 0.6311, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.18, weighted_recall: 0.6105, number_of_instances: 2000, precision: 0.5996, predictive_accuracy: 0.6105, prior_entropy: 3.3219, relative_absolute_error: 0.4953, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.7425, unweighted_recall: 0.6105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8733, f_measure: 0.6704, kappa: 0.6372, kb_relative_information_score: 0.6799, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.18, weighted_recall: 0.6735, number_of_instances: 2000, precision: 0.669, predictive_accuracy: 0.6735, prior_entropy: 3.3219, relative_absolute_error: 0.3859, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.757, unweighted_recall: 0.6735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.6124, kappa: 0.5744, kb_relative_information_score: 0.6287, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.18, weighted_recall: 0.617, number_of_instances: 2000, precision: 0.6105, predictive_accuracy: 0.617, prior_entropy: 3.3219, relative_absolute_error: 0.498, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.7402, unweighted_recall: 0.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.6321, kappa: 0.595, kb_relative_information_score: 0.644, mean_absolute_error: 0.0832, mean_prior_absolute_error: 0.18, weighted_recall: 0.6355, number_of_instances: 2000, precision: 0.6315, predictive_accuracy: 0.6355, prior_entropy: 3.3219, relative_absolute_error: 0.4624, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.7328, unweighted_recall: 0.6355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9011, f_measure: 0.6002, kappa: 0.5611, kb_relative_information_score: 0.6286, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.18, weighted_recall: 0.605, number_of_instances: 2000, precision: 0.5986, predictive_accuracy: 0.605, prior_entropy: 3.3219, relative_absolute_error: 0.4922, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.227, root_relative_squared_error: 0.7567, unweighted_recall: 0.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.6201, kappa: 0.5878, kb_relative_information_score: 0.6266, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.18, weighted_recall: 0.629, number_of_instances: 2000, precision: 0.6149, predictive_accuracy: 0.629, prior_entropy: 3.3219, relative_absolute_error: 0.5054, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.22, root_relative_squared_error: 0.7335, unweighted_recall: 0.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.6258, kappa: 0.5867, kb_relative_information_score: 0.6351, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.18, weighted_recall: 0.628, number_of_instances: 2000, precision: 0.6255, predictive_accuracy: 0.628, prior_entropy: 3.3219, relative_absolute_error: 0.4846, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.7251, unweighted_recall: 0.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, f_measure: 0.65, kappa: 0.6144, kb_relative_information_score: 0.683, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.18, weighted_recall: 0.653, number_of_instances: 2000, precision: 0.6484, predictive_accuracy: 0.653, prior_entropy: 3.3219, relative_absolute_error: 0.4171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.7059, unweighted_recall: 0.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8559, f_measure: 0.6647, kappa: 0.6278, kb_relative_information_score: 0.6713, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.18, weighted_recall: 0.665, number_of_instances: 2000, precision: 0.6652, predictive_accuracy: 0.665, prior_entropy: 3.3219, relative_absolute_error: 0.3844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.7845, unweighted_recall: 0.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.6393, kappa: 0.6044, kb_relative_information_score: 0.6686, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.18, weighted_recall: 0.644, number_of_instances: 2000, precision: 0.6358, predictive_accuracy: 0.644, prior_entropy: 3.3219, relative_absolute_error: 0.4128, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.7474, unweighted_recall: 0.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.6069, kappa: 0.5683, kb_relative_information_score: 0.6115, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.18, weighted_recall: 0.6115, number_of_instances: 2000, precision: 0.6053, predictive_accuracy: 0.6115, prior_entropy: 3.3219, relative_absolute_error: 0.5232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2249, root_relative_squared_error: 0.7498, unweighted_recall: 0.6115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.6636, kappa: 0.6294, kb_relative_information_score: 0.6751, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.18, weighted_recall: 0.6665, number_of_instances: 2000, precision: 0.6623, predictive_accuracy: 0.6665, prior_entropy: 3.3219, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.7586, unweighted_recall: 0.6665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.6296, kappa: 0.5939, kb_relative_information_score: 0.6579, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.18, weighted_recall: 0.6345, number_of_instances: 2000, precision: 0.6272, predictive_accuracy: 0.6345, prior_entropy: 3.3219, relative_absolute_error: 0.4429, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.7502, unweighted_recall: 0.6345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.616, kappa: 0.5817, kb_relative_information_score: 0.6368, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.18, weighted_recall: 0.6235, number_of_instances: 2000, precision: 0.6119, predictive_accuracy: 0.6235, prior_entropy: 3.3219, relative_absolute_error: 0.4828, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.7406, unweighted_recall: 0.6235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8721, f_measure: 0.4972, kappa: 0.4483, kb_relative_information_score: 0.499, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.18, weighted_recall: 0.5035, number_of_instances: 2000, precision: 0.4935, predictive_accuracy: 0.5035, prior_entropy: 3.3219, relative_absolute_error: 0.657, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2484, root_relative_squared_error: 0.8279, unweighted_recall: 0.5035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.6517, kappa: 0.6189, kb_relative_information_score: 0.6811, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.18, weighted_recall: 0.657, number_of_instances: 2000, precision: 0.648, predictive_accuracy: 0.657, prior_entropy: 3.3219, relative_absolute_error: 0.4243, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.7182, unweighted_recall: 0.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.5349, kappa: 0.4917, kb_relative_information_score: 0.547, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.18, weighted_recall: 0.5425, number_of_instances: 2000, precision: 0.533, predictive_accuracy: 0.5425, prior_entropy: 3.3219, relative_absolute_error: 0.6047, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.7992, unweighted_recall: 0.5425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.6545, kappa: 0.6267, kb_relative_information_score: 0.6637, mean_absolute_error: 0.081, mean_prior_absolute_error: 0.18, weighted_recall: 0.664, number_of_instances: 2000, precision: 0.6498, predictive_accuracy: 0.664, prior_entropy: 3.3219, relative_absolute_error: 0.4498, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.6974, unweighted_recall: 0.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.902, f_measure: 0.5288, kappa: 0.4822, kb_relative_information_score: 0.5584, mean_absolute_error: 0.106, mean_prior_absolute_error: 0.18, weighted_recall: 0.534, number_of_instances: 2000, precision: 0.5291, predictive_accuracy: 0.534, prior_entropy: 3.3219, relative_absolute_error: 0.5889, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2362, root_relative_squared_error: 0.7875, unweighted_recall: 0.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, f_measure: 0.6059, kappa: 0.565, kb_relative_information_score: 0.6273, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.18, weighted_recall: 0.6085, number_of_instances: 2000, precision: 0.6045, predictive_accuracy: 0.6085, prior_entropy: 3.3219, relative_absolute_error: 0.4456, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.248, root_relative_squared_error: 0.8266, unweighted_recall: 0.6085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.6554, kappa: 0.6194, kb_relative_information_score: 0.6633, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.18, weighted_recall: 0.6575, number_of_instances: 2000, precision: 0.6543, predictive_accuracy: 0.6575, prior_entropy: 3.3219, relative_absolute_error: 0.3899, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.7772, unweighted_recall: 0.6575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9117, f_measure: 0.6136, kappa: 0.5756, kb_relative_information_score: 0.6328, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.18, weighted_recall: 0.618, number_of_instances: 2000, precision: 0.6122, predictive_accuracy: 0.618, prior_entropy: 3.3219, relative_absolute_error: 0.4798, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.7361, unweighted_recall: 0.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.6252, kappa: 0.5883, kb_relative_information_score: 0.6399, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.18, weighted_recall: 0.6295, number_of_instances: 2000, precision: 0.6234, predictive_accuracy: 0.6295, prior_entropy: 3.3219, relative_absolute_error: 0.4851, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.218, root_relative_squared_error: 0.7267, unweighted_recall: 0.6295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.6564, kappa: 0.6233, kb_relative_information_score: 0.684, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.18, weighted_recall: 0.661, number_of_instances: 2000, precision: 0.6534, predictive_accuracy: 0.661, prior_entropy: 3.3219, relative_absolute_error: 0.3944, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.7287, unweighted_recall: 0.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.887, f_measure: 0.5992, kappa: 0.5589, kb_relative_information_score: 0.6117, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.18, weighted_recall: 0.603, number_of_instances: 2000, precision: 0.5964, predictive_accuracy: 0.603, prior_entropy: 3.3219, relative_absolute_error: 0.4935, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.7751, unweighted_recall: 0.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.6231, kappa: 0.5867, kb_relative_information_score: 0.6433, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.18, weighted_recall: 0.628, number_of_instances: 2000, precision: 0.6213, predictive_accuracy: 0.628, prior_entropy: 3.3219, relative_absolute_error: 0.4635, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.7531, unweighted_recall: 0.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.6535, kappa: 0.6194, kb_relative_information_score: 0.6642, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.18, weighted_recall: 0.6575, number_of_instances: 2000, precision: 0.654, predictive_accuracy: 0.6575, prior_entropy: 3.3219, relative_absolute_error: 0.4392, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.7109, unweighted_recall: 0.6575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.903, f_measure: 0.585, kappa: 0.5478, kb_relative_information_score: 0.6055, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.18, weighted_recall: 0.593, number_of_instances: 2000, precision: 0.5813, predictive_accuracy: 0.593, prior_entropy: 3.3219, relative_absolute_error: 0.5259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.228, root_relative_squared_error: 0.7601, unweighted_recall: 0.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.5951, kappa: 0.5583, kb_relative_information_score: 0.6133, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.18, weighted_recall: 0.6025, number_of_instances: 2000, precision: 0.5951, predictive_accuracy: 0.6025, prior_entropy: 3.3219, relative_absolute_error: 0.5282, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.7471, unweighted_recall: 0.6025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, f_measure: 0.6581, kappa: 0.6222, kb_relative_information_score: 0.6752, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.18, weighted_recall: 0.66, number_of_instances: 2000, precision: 0.657, predictive_accuracy: 0.66, prior_entropy: 3.3219, relative_absolute_error: 0.3868, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.7569, unweighted_recall: 0.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.6261, kappa: 0.5911, kb_relative_information_score: 0.6523, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.18, weighted_recall: 0.632, number_of_instances: 2000, precision: 0.6225, predictive_accuracy: 0.632, prior_entropy: 3.3219, relative_absolute_error: 0.4641, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.7329, unweighted_recall: 0.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7995, f_measure: 0.6323, kappa: 0.5894, kb_relative_information_score: 0.6176, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.18, weighted_recall: 0.6305, number_of_instances: 2000, precision: 0.6351, predictive_accuracy: 0.6305, prior_entropy: 3.3219, relative_absolute_error: 0.4117, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.8923, unweighted_recall: 0.6305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.6201, kappa: 0.5828, kb_relative_information_score: 0.6406, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.18, weighted_recall: 0.6245, number_of_instances: 2000, precision: 0.6193, predictive_accuracy: 0.6245, prior_entropy: 3.3219, relative_absolute_error: 0.4806, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.7346, unweighted_recall: 0.6245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.6603, kappa: 0.6289, kb_relative_information_score: 0.6889, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.18, weighted_recall: 0.666, number_of_instances: 2000, precision: 0.6576, predictive_accuracy: 0.666, prior_entropy: 3.3219, relative_absolute_error: 0.4239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.6944, unweighted_recall: 0.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.6702, kappa: 0.635, kb_relative_information_score: 0.6837, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.18, weighted_recall: 0.6715, number_of_instances: 2000, precision: 0.6697, predictive_accuracy: 0.6715, prior_entropy: 3.3219, relative_absolute_error: 0.3909, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.7391, unweighted_recall: 0.6715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.6165, kappa: 0.5789, kb_relative_information_score: 0.6541, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.18, weighted_recall: 0.621, number_of_instances: 2000, precision: 0.613, predictive_accuracy: 0.621, prior_entropy: 3.3219, relative_absolute_error: 0.4427, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.7471, unweighted_recall: 0.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.6234, kappa: 0.5878, kb_relative_information_score: 0.646, mean_absolute_error: 0.0841, mean_prior_absolute_error: 0.18, weighted_recall: 0.629, number_of_instances: 2000, precision: 0.6209, predictive_accuracy: 0.629, prior_entropy: 3.3219, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.7261, unweighted_recall: 0.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.6624, kappa: 0.6289, kb_relative_information_score: 0.6912, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.18, weighted_recall: 0.666, number_of_instances: 2000, precision: 0.6609, predictive_accuracy: 0.666, prior_entropy: 3.3219, relative_absolute_error: 0.4024, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.7051, unweighted_recall: 0.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.6377, kappa: 0.6006, kb_relative_information_score: 0.6761, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.18, weighted_recall: 0.6405, number_of_instances: 2000, precision: 0.636, predictive_accuracy: 0.6405, prior_entropy: 3.3219, relative_absolute_error: 0.4167, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.7236, unweighted_recall: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.6301, kappa: 0.5906, kb_relative_information_score: 0.6479, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.18, weighted_recall: 0.6315, number_of_instances: 2000, precision: 0.6302, predictive_accuracy: 0.6315, prior_entropy: 3.3219, relative_absolute_error: 0.4567, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.7259, unweighted_recall: 0.6315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9206, f_measure: 0.6505, kappa: 0.6161, kb_relative_information_score: 0.6623, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.18, weighted_recall: 0.6545, number_of_instances: 2000, precision: 0.649, predictive_accuracy: 0.6545, prior_entropy: 3.3219, relative_absolute_error: 0.4363, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.7141, unweighted_recall: 0.6545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9141, f_measure: 0.6424, kappa: 0.6078, kb_relative_information_score: 0.6606, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.18, weighted_recall: 0.647, number_of_instances: 2000, precision: 0.6388, predictive_accuracy: 0.647, prior_entropy: 3.3219, relative_absolute_error: 0.4416, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.7252, unweighted_recall: 0.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.6487, kappa: 0.6156, kb_relative_information_score: 0.6694, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.18, weighted_recall: 0.654, number_of_instances: 2000, precision: 0.6445, predictive_accuracy: 0.654, prior_entropy: 3.3219, relative_absolute_error: 0.4324, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.7229, unweighted_recall: 0.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.5355, kappa: 0.4933, kb_relative_information_score: 0.5547, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.18, weighted_recall: 0.544, number_of_instances: 2000, precision: 0.5313, predictive_accuracy: 0.544, prior_entropy: 3.3219, relative_absolute_error: 0.5922, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.241, root_relative_squared_error: 0.8032, unweighted_recall: 0.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.6166, kappa: 0.5794, kb_relative_information_score: 0.6443, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.18, weighted_recall: 0.6215, number_of_instances: 2000, precision: 0.6149, predictive_accuracy: 0.6215, prior_entropy: 3.3219, relative_absolute_error: 0.4793, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.218, root_relative_squared_error: 0.7265, unweighted_recall: 0.6215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, f_measure: 0.5848, kappa: 0.5461, kb_relative_information_score: 0.6121, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.18, weighted_recall: 0.5915, number_of_instances: 2000, precision: 0.5801, predictive_accuracy: 0.5915, prior_entropy: 3.3219, relative_absolute_error: 0.5082, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.7737, unweighted_recall: 0.5915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8973, f_measure: 0.5621, kappa: 0.52, kb_relative_information_score: 0.5664, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.18, weighted_recall: 0.568, number_of_instances: 2000, precision: 0.5587, predictive_accuracy: 0.568, prior_entropy: 3.3219, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.7775, unweighted_recall: 0.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, f_measure: 0.651, kappa: 0.6144, kb_relative_information_score: 0.6708, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.18, weighted_recall: 0.653, number_of_instances: 2000, precision: 0.6511, predictive_accuracy: 0.653, prior_entropy: 3.3219, relative_absolute_error: 0.3986, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.7576, unweighted_recall: 0.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9064, f_measure: 0.6277, kappa: 0.5906, kb_relative_information_score: 0.6453, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.18, weighted_recall: 0.6315, number_of_instances: 2000, precision: 0.6251, predictive_accuracy: 0.6315, prior_entropy: 3.3219, relative_absolute_error: 0.4763, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.7317, unweighted_recall: 0.6315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.6393, kappa: 0.6011, kb_relative_information_score: 0.6506, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.18, weighted_recall: 0.641, number_of_instances: 2000, precision: 0.6391, predictive_accuracy: 0.641, prior_entropy: 3.3219, relative_absolute_error: 0.4492, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.7204, unweighted_recall: 0.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.6546, kappa: 0.62, kb_relative_information_score: 0.6736, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.18, weighted_recall: 0.658, number_of_instances: 2000, precision: 0.6529, predictive_accuracy: 0.658, prior_entropy: 3.3219, relative_absolute_error: 0.4285, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.7154, unweighted_recall: 0.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8887, f_measure: 0.6075, kappa: 0.5683, kb_relative_information_score: 0.6317, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.18, weighted_recall: 0.6115, number_of_instances: 2000, precision: 0.6047, predictive_accuracy: 0.6115, prior_entropy: 3.3219, relative_absolute_error: 0.4834, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.763, unweighted_recall: 0.6115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, f_measure: 0.6451, kappa: 0.6072, kb_relative_information_score: 0.6561, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.18, weighted_recall: 0.6465, number_of_instances: 2000, precision: 0.6446, predictive_accuracy: 0.6465, prior_entropy: 3.3219, relative_absolute_error: 0.399, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.7953, unweighted_recall: 0.6465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.6491, kappa: 0.6133, kb_relative_information_score: 0.6667, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.18, weighted_recall: 0.652, number_of_instances: 2000, precision: 0.647, predictive_accuracy: 0.652, prior_entropy: 3.3219, relative_absolute_error: 0.4181, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.7305, unweighted_recall: 0.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.6349, kappa: 0.5994, kb_relative_information_score: 0.6635, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.18, weighted_recall: 0.6395, number_of_instances: 2000, precision: 0.6314, predictive_accuracy: 0.6395, prior_entropy: 3.3219, relative_absolute_error: 0.453, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.7187, unweighted_recall: 0.6395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8277, f_measure: 0.6667, kappa: 0.6289, kb_relative_information_score: 0.6588, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.18, weighted_recall: 0.666, number_of_instances: 2000, precision: 0.6679, predictive_accuracy: 0.666, prior_entropy: 3.3219, relative_absolute_error: 0.3773, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2485, root_relative_squared_error: 0.8283, unweighted_recall: 0.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9168, f_measure: 0.6298, kappa: 0.5906, kb_relative_information_score: 0.6304, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.18, weighted_recall: 0.6315, number_of_instances: 2000, precision: 0.6305, predictive_accuracy: 0.6315, prior_entropy: 3.3219, relative_absolute_error: 0.4982, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.218, root_relative_squared_error: 0.7268, unweighted_recall: 0.6315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.6498, kappa: 0.6122, kb_relative_information_score: 0.6772, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.18, weighted_recall: 0.651, number_of_instances: 2000, precision: 0.6519, predictive_accuracy: 0.651, prior_entropy: 3.3219, relative_absolute_error: 0.4238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.7112, unweighted_recall: 0.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.6449, kappa: 0.6089, kb_relative_information_score: 0.6612, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.18, weighted_recall: 0.648, number_of_instances: 2000, precision: 0.6452, predictive_accuracy: 0.648, prior_entropy: 3.3219, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.7139, unweighted_recall: 0.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.6697, kappa: 0.6344, kb_relative_information_score: 0.6867, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.18, weighted_recall: 0.671, number_of_instances: 2000, precision: 0.6695, predictive_accuracy: 0.671, prior_entropy: 3.3219, relative_absolute_error: 0.3804, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.225, root_relative_squared_error: 0.75, unweighted_recall: 0.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8196, f_measure: 0.6443, kappa: 0.6056, kb_relative_information_score: 0.6421, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.18, weighted_recall: 0.645, number_of_instances: 2000, precision: 0.6439, predictive_accuracy: 0.645, prior_entropy: 3.3219, relative_absolute_error: 0.3988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.254, root_relative_squared_error: 0.8467, unweighted_recall: 0.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.6301, kappa: 0.5933, kb_relative_information_score: 0.6518, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.18, weighted_recall: 0.634, number_of_instances: 2000, precision: 0.6288, predictive_accuracy: 0.634, prior_entropy: 3.3219, relative_absolute_error: 0.4663, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.729, unweighted_recall: 0.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.5431, kappa: 0.5022, kb_relative_information_score: 0.5605, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.18, weighted_recall: 0.552, number_of_instances: 2000, precision: 0.5378, predictive_accuracy: 0.552, prior_entropy: 3.3219, relative_absolute_error: 0.5755, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.7892, unweighted_recall: 0.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9103, f_measure: 0.5779, kappa: 0.5389, kb_relative_information_score: 0.5956, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.18, weighted_recall: 0.585, number_of_instances: 2000, precision: 0.5743, predictive_accuracy: 0.585, prior_entropy: 3.3219, relative_absolute_error: 0.5438, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2287, root_relative_squared_error: 0.7624, unweighted_recall: 0.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.6608, kappa: 0.625, kb_relative_information_score: 0.6901, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.18, weighted_recall: 0.6625, number_of_instances: 2000, precision: 0.6601, predictive_accuracy: 0.6625, prior_entropy: 3.3219, relative_absolute_error: 0.4004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.7096, unweighted_recall: 0.6625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.6258, kappa: 0.5911, kb_relative_information_score: 0.6423, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.18, weighted_recall: 0.632, number_of_instances: 2000, precision: 0.6245, predictive_accuracy: 0.632, prior_entropy: 3.3219, relative_absolute_error: 0.4762, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.7287, unweighted_recall: 0.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.6511, kappa: 0.6144, kb_relative_information_score: 0.6672, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.18, weighted_recall: 0.653, number_of_instances: 2000, precision: 0.65, predictive_accuracy: 0.653, prior_entropy: 3.3219, relative_absolute_error: 0.4087, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.7436, unweighted_recall: 0.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.6384, kappa: 0.6028, kb_relative_information_score: 0.6607, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.18, weighted_recall: 0.6425, number_of_instances: 2000, precision: 0.6365, predictive_accuracy: 0.6425, prior_entropy: 3.3219, relative_absolute_error: 0.4273, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.7314, unweighted_recall: 0.6425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8903, f_measure: 0.6203, kappa: 0.5844, kb_relative_information_score: 0.6357, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.18, weighted_recall: 0.626, number_of_instances: 2000, precision: 0.6156, predictive_accuracy: 0.626, prior_entropy: 3.3219, relative_absolute_error: 0.4782, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.7547, unweighted_recall: 0.626,

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