OpenML
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 9978 Supervised Classification ozone-level-8hr 94952 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_73 study_98 study_99
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94952 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.9287, kappa: 0.3281, kb_relative_information_score: 0.1558, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9248, predictive_accuracy: 0.9376, prior_entropy: 0.3398, recall: 0.9376, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.9214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.9173, kappa: 0.1421, kb_relative_information_score: -0.2282, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9245, predictive_accuracy: 0.9396, prior_entropy: 0.3398, recall: 0.9396, relative_absolute_error: 0.7919, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.8804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.9283, kappa: 0.2957, kb_relative_information_score: -0.0745, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.927, predictive_accuracy: 0.9412, prior_entropy: 0.3398, recall: 0.9412, relative_absolute_error: 0.7056, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.8666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.9313, kappa: 0.3346, kb_relative_information_score: 0.2774, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9297, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.4992, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.9318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.902, f_measure: 0.9314, kappa: 0.3506, kb_relative_information_score: 0.2212, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9283, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.5308, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.9311, kappa: 0.3425, kb_relative_information_score: 0.1886, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9282, predictive_accuracy: 0.9408, prior_entropy: 0.3398, recall: 0.9408, relative_absolute_error: 0.5451, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.9378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.9316, kappa: 0.3331, kb_relative_information_score: 0.0176, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9308, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.6571, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9206, f_measure: 0.9334, kappa: 0.345, kb_relative_information_score: 0.3345, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.935, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.4709, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.9194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.9326, kappa: 0.3695, kb_relative_information_score: 0.0994, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9294, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.5889, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.9007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.9353, kappa: 0.3671, kb_relative_information_score: 0.3412, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.937, predictive_accuracy: 0.9467, prior_entropy: 0.3398, recall: 0.9467, relative_absolute_error: 0.4651, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.9347, kappa: 0.366, kb_relative_information_score: 0.3202, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.479, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.9316, kappa: 0.3331, kb_relative_information_score: 0.3068, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9308, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.4902, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, f_measure: 0.9274, kappa: 0.2725, kb_relative_information_score: 0.0305, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.93, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.6813, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.9329, kappa: 0.354, kb_relative_information_score: 0.2464, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.512, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.9025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9195, f_measure: 0.9322, kappa: 0.3404, kb_relative_information_score: 0.158, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.588, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, f_measure: 0.9258, kappa: 0.2511, kb_relative_information_score: 0.1124, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9295, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.6608, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.212, root_relative_squared_error: 0.8718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.9334, kappa: 0.345, kb_relative_information_score: 0.2803, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.935, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.5108, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.8699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.9192, kappa: 0.1681, kb_relative_information_score: -0.174, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9247, predictive_accuracy: 0.94, prior_entropy: 0.3398, recall: 0.94, relative_absolute_error: 0.7843, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.8739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9325, kappa: 0.3457, kb_relative_information_score: 0.008, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9316, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.6605, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.206, root_relative_squared_error: 0.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.9322, kappa: 0.3404, kb_relative_information_score: 0.3043, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.217, root_relative_squared_error: 0.8922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, f_measure: 0.9296, kappa: 0.3301, kb_relative_information_score: 0.2128, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9392, prior_entropy: 0.3398, recall: 0.9392, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5151, f_measure: 0.8676, kappa: 0.0519, kb_relative_information_score: -0.8075, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8884, predictive_accuracy: 0.8493, prior_entropy: 0.3398, recall: 0.8493, relative_absolute_error: 1.2705, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3874, root_relative_squared_error: 1.5926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.9335, kappa: 0.3548, kb_relative_information_score: 0.3323, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.4706, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9322, kappa: 0.337, kb_relative_information_score: 0.305, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9321, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.4869, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.9343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.9316, kappa: 0.3365, kb_relative_information_score: 0.0045, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9303, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.664, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.9268, kappa: 0.2613, kb_relative_information_score: -0.084, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.7332, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.8498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.9342, kappa: 0.3736, kb_relative_information_score: 0.2814, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.498, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.9307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.9311, kappa: 0.3393, kb_relative_information_score: 0.2794, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9285, predictive_accuracy: 0.9412, prior_entropy: 0.3398, recall: 0.9412, relative_absolute_error: 0.5055, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.9285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9265, kappa: 0.2987, kb_relative_information_score: 0.0396, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9223, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.6346, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.9107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.92, kappa: 0.1775, kb_relative_information_score: -0.2226, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9259, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.7882, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.9329, kappa: 0.3476, kb_relative_information_score: 0.2669, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.5036, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.221, root_relative_squared_error: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5044, f_measure: 0.9068, kappa: 0.0171, kb_relative_information_score: 0.2183, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8923, predictive_accuracy: 0.9349, prior_entropy: 0.3398, recall: 0.9349, relative_absolute_error: 0.5494, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2542, root_relative_squared_error: 1.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.933, kappa: 0.3359, kb_relative_information_score: 0.2386, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9361, predictive_accuracy: 0.9459, prior_entropy: 0.3398, recall: 0.9459, relative_absolute_error: 0.5372, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.8639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.9339, kappa: 0.3659, kb_relative_information_score: 0.2807, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.4923, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.9296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.9354, kappa: 0.3731, kb_relative_information_score: 0.3409, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9459, prior_entropy: 0.3398, recall: 0.9459, relative_absolute_error: 0.4665, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.9332, kappa: 0.359, kb_relative_information_score: 0.2918, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.492, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.9298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.51, f_measure: 0.8642, kappa: 0.0153, kb_relative_information_score: -0.8397, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8836, predictive_accuracy: 0.8465, prior_entropy: 0.3398, recall: 0.8465, relative_absolute_error: 1.2943, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3918, root_relative_squared_error: 1.6109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, f_measure: 0.9298, kappa: 0.3252, kb_relative_information_score: 0.0529, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.927, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.8707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9076, f_measure: 0.9321, kappa: 0.3602, kb_relative_information_score: 0.0244, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.6334, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.9326, kappa: 0.3551, kb_relative_information_score: 0.2594, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9304, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5096, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.9301, kappa: 0.3271, kb_relative_information_score: 0.2145, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9275, predictive_accuracy: 0.9408, prior_entropy: 0.3398, recall: 0.9408, relative_absolute_error: 0.5359, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9302, kappa: 0.3183, kb_relative_information_score: -0.0076, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.6711, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2059, root_relative_squared_error: 0.8464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9137, f_measure: 0.9302, kappa: 0.3146, kb_relative_information_score: 0.035, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9299, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.6719, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.8521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.9171, kappa: 0.255, kb_relative_information_score: 0.0553, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9127, predictive_accuracy: 0.9227, prior_entropy: 0.3398, recall: 0.9227, relative_absolute_error: 0.6475, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2681, root_relative_squared_error: 1.1022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.9234, kappa: 0.2557, kb_relative_information_score: -0.2611, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9189, predictive_accuracy: 0.9361, prior_entropy: 0.3398, recall: 0.9361, relative_absolute_error: 0.7662, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.9348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.9227, kappa: 0.2069, kb_relative_information_score: -0.1606, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.942, prior_entropy: 0.3398, recall: 0.942, relative_absolute_error: 0.7649, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.8733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.9344, kappa: 0.3609, kb_relative_information_score: 0.3281, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.473, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.9177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.931, kappa: 0.3327, kb_relative_information_score: 0.0804, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.942, prior_entropy: 0.3398, recall: 0.942, relative_absolute_error: 0.6282, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.93, kappa: 0.3201, kb_relative_information_score: -0.0396, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9282, predictive_accuracy: 0.9416, prior_entropy: 0.3398, recall: 0.9416, relative_absolute_error: 0.6679, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.9319, kappa: 0.335, kb_relative_information_score: 0.2877, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.4944, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.9222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9366, kappa: 0.3844, kb_relative_information_score: 0.0683, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9376, predictive_accuracy: 0.9471, prior_entropy: 0.3398, recall: 0.9471, relative_absolute_error: 0.6299, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.8413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.9292, kappa: 0.3216, kb_relative_information_score: -0.0024, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.926, predictive_accuracy: 0.9396, prior_entropy: 0.3398, recall: 0.9396, relative_absolute_error: 0.6532, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.8914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.8651, kappa: 0.0001, kb_relative_information_score: -0.8018, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8817, predictive_accuracy: 0.8496, prior_entropy: 0.3398, recall: 0.8496, relative_absolute_error: 1.2676, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3878, root_relative_squared_error: 1.5943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.9341, kappa: 0.3557, kb_relative_information_score: 0.1345, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9349, predictive_accuracy: 0.9455, prior_entropy: 0.3398, recall: 0.9455, relative_absolute_error: 0.5908, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.8642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2433, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2513, root_relative_squared_error: 1.0331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9195, f_measure: 0.9316, kappa: 0.3398, kb_relative_information_score: 0.3002, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9299, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.4883, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.9309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.8651, kappa: 0.0001, kb_relative_information_score: -0.8018, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8817, predictive_accuracy: 0.8496, prior_entropy: 0.3398, recall: 0.8496, relative_absolute_error: 1.2676, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3878, root_relative_squared_error: 1.5943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.9334, kappa: 0.3483, kb_relative_information_score: 0.3219, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9342, predictive_accuracy: 0.9451, prior_entropy: 0.3398, recall: 0.9451, relative_absolute_error: 0.4776, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.9319, kappa: 0.3418, kb_relative_information_score: 0.2781, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9304, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.4999, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8031, kb_relative_information_score: -0.0795, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.9632, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.9876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -0.1364, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.7615, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.8618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.9226, kappa: 0.2149, kb_relative_information_score: -0.1412, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9247, predictive_accuracy: 0.9404, prior_entropy: 0.3398, recall: 0.9404, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.8688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, f_measure: 0.9073, kappa: 0.0116, kb_relative_information_score: -0.2681, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9412, predictive_accuracy: 0.9373, prior_entropy: 0.3398, recall: 0.9373, relative_absolute_error: 0.8568, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.9064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.9326, kappa: 0.3551, kb_relative_information_score: 0.2489, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9304, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5134, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.9305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7573, kappa: 0, kb_relative_information_score: -2.8969, mean_absolute_error: 0.3252, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8817, predictive_accuracy: 0.6748, prior_entropy: 0.3398, recall: 0.6748, relative_absolute_error: 2.7416, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.5702, root_relative_squared_error: 2.3446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.9341, kappa: 0.3588, kb_relative_information_score: 0.3006, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9342, predictive_accuracy: 0.9451, prior_entropy: 0.3398, recall: 0.9451, relative_absolute_error: 0.4877, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.9135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7153, f_measure: 0.907, kappa: 0.2494, kb_relative_information_score: -0.1732, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9115, predictive_accuracy: 0.9029, prior_entropy: 0.3398, recall: 0.9029, relative_absolute_error: 0.8151, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3042, root_relative_squared_error: 1.2509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.917, f_measure: 0.932, kappa: 0.345, kb_relative_information_score: 0.2675, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.93, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5042, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.9309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.9327, kappa: 0.364, kb_relative_information_score: 0.2286, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9297, predictive_accuracy: 0.9412, prior_entropy: 0.3398, recall: 0.9412, relative_absolute_error: 0.5279, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.9369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.9357, kappa: 0.3752, kb_relative_information_score: 0.2771, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9363, predictive_accuracy: 0.9463, prior_entropy: 0.3398, recall: 0.9463, relative_absolute_error: 0.4967, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.9336, kappa: 0.3669, kb_relative_information_score: 0.3075, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.4871, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.9274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.9319, kappa: 0.335, kb_relative_information_score: 0.2089, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.9311, kappa: 0.324, kb_relative_information_score: 0.1862, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.9328, kappa: 0.3409, kb_relative_information_score: 0.0703, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9448, prior_entropy: 0.3398, recall: 0.9448, relative_absolute_error: 0.6271, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.8538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.9353, kappa: 0.364, kb_relative_information_score: 0.2463, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9379, predictive_accuracy: 0.9471, prior_entropy: 0.3398, recall: 0.9471, relative_absolute_error: 0.5242, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.8777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.9184, kappa: 0.2506, kb_relative_information_score: 0.0282, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9129, predictive_accuracy: 0.9258, prior_entropy: 0.3398, recall: 0.9258, relative_absolute_error: 0.6464, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2599, root_relative_squared_error: 1.0684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.9326, kappa: 0.352, kb_relative_information_score: 0.3082, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9308, predictive_accuracy: 0.9428, prior_entropy: 0.3398, recall: 0.9428, relative_absolute_error: 0.4895, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.226, root_relative_squared_error: 0.9292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7975, kb_relative_information_score: -0.0242, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.9825, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2421, root_relative_squared_error: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5044, f_measure: 0.9064, kappa: 0.0154, kb_relative_information_score: 0.2102, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8897, predictive_accuracy: 0.9341, prior_entropy: 0.3398, recall: 0.9341, relative_absolute_error: 0.5556, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2567, root_relative_squared_error: 1.0555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.9329, kappa: 0.3601, kb_relative_information_score: 0.2577, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5081, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.9317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.9338, kappa: 0.363, kb_relative_information_score: 0.2793, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9326, predictive_accuracy: 0.944, prior_entropy: 0.3398, recall: 0.944, relative_absolute_error: 0.5033, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.216, root_relative_squared_error: 0.8883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.9339, kappa: 0.3688, kb_relative_information_score: 0.2852, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9432, prior_entropy: 0.3398, recall: 0.9432, relative_absolute_error: 0.4911, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.9313, kappa: 0.3346, kb_relative_information_score: 0.2389, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9297, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.5196, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, kb_relative_information_score: -0.1097, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, predictive_accuracy: 0.9369, prior_entropy: 0.3398, recall: 0.9369, relative_absolute_error: 0.9237, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.9443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.9335, kappa: 0.3516, kb_relative_information_score: 0.351, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9448, prior_entropy: 0.3398, recall: 0.9448, relative_absolute_error: 0.4673, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.9186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.9332, kappa: 0.3496, kb_relative_information_score: 0.0038, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9329, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.6594, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.8474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.9244, kappa: 0.2304, kb_relative_information_score: -0.1139, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9305, predictive_accuracy: 0.9424, prior_entropy: 0.3398, recall: 0.9424, relative_absolute_error: 0.7537, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.8624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.9323, kappa: 0.3532, kb_relative_information_score: 0.0858, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9299, predictive_accuracy: 0.942, prior_entropy: 0.3398, recall: 0.942, relative_absolute_error: 0.609, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.9287, kappa: 0.3248, kb_relative_information_score: 0.1476, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9248, predictive_accuracy: 0.938, prior_entropy: 0.3398, recall: 0.938, relative_absolute_error: 0.5672, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.223, root_relative_squared_error: 0.9169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.9341, kappa: 0.365, kb_relative_information_score: 0.2478, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9444, prior_entropy: 0.3398, recall: 0.9444, relative_absolute_error: 0.5135, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.222, root_relative_squared_error: 0.9127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7825, f_measure: 0.9192, kappa: 0.2943, kb_relative_information_score: 0.049, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9167, predictive_accuracy: 0.9219, prior_entropy: 0.3398, recall: 0.9219, relative_absolute_error: 0.6537, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2665, root_relative_squared_error: 1.0956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.9363, kappa: 0.3931, kb_relative_information_score: 0.3092, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9348, predictive_accuracy: 0.9451, prior_entropy: 0.3398, recall: 0.9451, relative_absolute_error: 0.4809, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.223, root_relative_squared_error: 0.9169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5388, f_measure: 0.8961, kappa: 0.0847, kb_relative_information_score: -0.1918, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8918, predictive_accuracy: 0.9006, prior_entropy: 0.3398, recall: 0.9006, relative_absolute_error: 0.8384, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.3154, root_relative_squared_error: 1.2966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.9303, kappa: 0.3219, kb_relative_information_score: 0.2065, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9288, predictive_accuracy: 0.942, prior_entropy: 0.3398, recall: 0.942, relative_absolute_error: 0.5406, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.9204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.9322, kappa: 0.3404, kb_relative_information_score: 0.3165, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9436, prior_entropy: 0.3398, recall: 0.9436, relative_absolute_error: 0.4838, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.9116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.9331, kappa: 0.3463, kb_relative_information_score: 0.3228, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9448, prior_entropy: 0.3398, recall: 0.9448, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.9299,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs