Task
Supervised Classification on cmc

Supervised Classification on cmc

Task 23 Supervised Classification cmc 19027 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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19027 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7291, f_measure: 0.5542, kappa: 0.3081, kb_relative_information_score: 0.22, mean_absolute_error: 0.3671, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5608, number_of_instances: 1473, precision: 0.5542, predictive_accuracy: 0.5608, prior_entropy: 1.539, relative_absolute_error: 0.8521, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.9241, unweighted_recall: 0.5274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.738, f_measure: 0.5506, kappa: 0.3039, kb_relative_information_score: 0.2096, mean_absolute_error: 0.369, mean_prior_absolute_error: 0.4308, weighted_recall: 0.556, number_of_instances: 1473, precision: 0.56, predictive_accuracy: 0.556, prior_entropy: 1.539, relative_absolute_error: 0.8565, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.425, root_relative_squared_error: 0.9158, unweighted_recall: 0.5226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7206, f_measure: 0.5491, kappa: 0.2989, kb_relative_information_score: 0.2278, mean_absolute_error: 0.3646, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5547, number_of_instances: 1473, precision: 0.5492, predictive_accuracy: 0.5547, prior_entropy: 1.539, relative_absolute_error: 0.8462, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4325, root_relative_squared_error: 0.9318, unweighted_recall: 0.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.721, f_measure: 0.5515, kappa: 0.304, kb_relative_information_score: 0.2187, mean_absolute_error: 0.3682, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5594, number_of_instances: 1473, precision: 0.5517, predictive_accuracy: 0.5594, prior_entropy: 1.539, relative_absolute_error: 0.8546, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.9306, unweighted_recall: 0.5247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7182, f_measure: 0.5293, kappa: 0.2701, kb_relative_information_score: 0.2188, mean_absolute_error: 0.3671, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5356, number_of_instances: 1473, precision: 0.5273, predictive_accuracy: 0.5356, prior_entropy: 1.539, relative_absolute_error: 0.8522, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4329, root_relative_squared_error: 0.9327, unweighted_recall: 0.5017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7224, f_measure: 0.5387, kappa: 0.2844, kb_relative_information_score: 0.2231, mean_absolute_error: 0.3661, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5479, number_of_instances: 1473, precision: 0.5393, predictive_accuracy: 0.5479, prior_entropy: 1.539, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4315, root_relative_squared_error: 0.9297, unweighted_recall: 0.5105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7233, f_measure: 0.5357, kappa: 0.2798, kb_relative_information_score: 0.2206, mean_absolute_error: 0.3668, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5445, number_of_instances: 1473, precision: 0.5384, predictive_accuracy: 0.5445, prior_entropy: 1.539, relative_absolute_error: 0.8513, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.431, root_relative_squared_error: 0.9287, unweighted_recall: 0.5065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7308, f_measure: 0.5692, kappa: 0.3313, kb_relative_information_score: 0.2643, mean_absolute_error: 0.3467, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5703, number_of_instances: 1473, precision: 0.5707, predictive_accuracy: 0.5703, prior_entropy: 1.539, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4298, root_relative_squared_error: 0.926, unweighted_recall: 0.5455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7192, f_measure: 0.5309, kappa: 0.2715, kb_relative_information_score: 0.2357, mean_absolute_error: 0.3609, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5363, number_of_instances: 1473, precision: 0.5298, predictive_accuracy: 0.5363, prior_entropy: 1.539, relative_absolute_error: 0.8377, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4338, root_relative_squared_error: 0.9347, unweighted_recall: 0.5057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7206, f_measure: 0.535, kappa: 0.2786, kb_relative_information_score: 0.2184, mean_absolute_error: 0.3678, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5431, number_of_instances: 1473, precision: 0.5344, predictive_accuracy: 0.5431, prior_entropy: 1.539, relative_absolute_error: 0.8537, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4323, root_relative_squared_error: 0.9315, unweighted_recall: 0.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7236, f_measure: 0.5515, kappa: 0.3037, kb_relative_information_score: 0.2143, mean_absolute_error: 0.37, mean_prior_absolute_error: 0.4308, weighted_recall: 0.558, number_of_instances: 1473, precision: 0.5512, predictive_accuracy: 0.558, prior_entropy: 1.539, relative_absolute_error: 0.8589, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4313, root_relative_squared_error: 0.9292, unweighted_recall: 0.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7432, f_measure: 0.5619, kappa: 0.3198, kb_relative_information_score: 0.2521, mean_absolute_error: 0.3516, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5635, number_of_instances: 1473, precision: 0.5659, predictive_accuracy: 0.5635, prior_entropy: 1.539, relative_absolute_error: 0.8162, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4226, root_relative_squared_error: 0.9106, unweighted_recall: 0.5361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.722, f_measure: 0.5462, kappa: 0.2955, kb_relative_information_score: 0.2652, mean_absolute_error: 0.3458, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5479, number_of_instances: 1473, precision: 0.5472, predictive_accuracy: 0.5479, prior_entropy: 1.539, relative_absolute_error: 0.8026, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4352, root_relative_squared_error: 0.9377, unweighted_recall: 0.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7409, f_measure: 0.5656, kappa: 0.326, kb_relative_information_score: 0.2559, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5662, number_of_instances: 1473, precision: 0.5671, predictive_accuracy: 0.5662, prior_entropy: 1.539, relative_absolute_error: 0.8134, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4237, root_relative_squared_error: 0.913, unweighted_recall: 0.5429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7378, f_measure: 0.5451, kappa: 0.295, kb_relative_information_score: 0.2367, mean_absolute_error: 0.3574, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5485, number_of_instances: 1473, precision: 0.5488, predictive_accuracy: 0.5485, prior_entropy: 1.539, relative_absolute_error: 0.8296, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4241, root_relative_squared_error: 0.9138, unweighted_recall: 0.5181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7195, f_measure: 0.5326, kappa: 0.2744, kb_relative_information_score: 0.2324, mean_absolute_error: 0.3616, mean_prior_absolute_error: 0.4308, weighted_recall: 0.539, number_of_instances: 1473, precision: 0.532, predictive_accuracy: 0.539, prior_entropy: 1.539, relative_absolute_error: 0.8393, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4335, root_relative_squared_error: 0.9341, unweighted_recall: 0.5057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7129, f_measure: 0.5336, kappa: 0.2757, kb_relative_information_score: 0.2358, mean_absolute_error: 0.3608, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5377, number_of_instances: 1473, precision: 0.5327, predictive_accuracy: 0.5377, prior_entropy: 1.539, relative_absolute_error: 0.8374, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4364, root_relative_squared_error: 0.9402, unweighted_recall: 0.5085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7184, f_measure: 0.5372, kappa: 0.2815, kb_relative_information_score: 0.236, mean_absolute_error: 0.3613, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5397, number_of_instances: 1473, precision: 0.5369, predictive_accuracy: 0.5397, prior_entropy: 1.539, relative_absolute_error: 0.8386, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.9348, unweighted_recall: 0.5132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7257, f_measure: 0.5408, kappa: 0.288, kb_relative_information_score: 0.2203, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5485, number_of_instances: 1473, precision: 0.5399, predictive_accuracy: 0.5485, prior_entropy: 1.539, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4302, root_relative_squared_error: 0.9269, unweighted_recall: 0.5124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7133, f_measure: 0.5363, kappa: 0.2789, kb_relative_information_score: 0.229, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5397, number_of_instances: 1473, precision: 0.5369, predictive_accuracy: 0.5397, prior_entropy: 1.539, relative_absolute_error: 0.842, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4358, root_relative_squared_error: 0.9389, unweighted_recall: 0.5121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.5427, kappa: 0.2902, kb_relative_information_score: 0.215, mean_absolute_error: 0.3691, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5499, number_of_instances: 1473, precision: 0.5438, predictive_accuracy: 0.5499, prior_entropy: 1.539, relative_absolute_error: 0.8567, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4301, root_relative_squared_error: 0.9267, unweighted_recall: 0.5146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7198, f_measure: 0.5366, kappa: 0.2801, kb_relative_information_score: 0.2306, mean_absolute_error: 0.3626, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5424, number_of_instances: 1473, precision: 0.538, predictive_accuracy: 0.5424, prior_entropy: 1.539, relative_absolute_error: 0.8417, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4327, root_relative_squared_error: 0.9323, unweighted_recall: 0.5102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7213, f_measure: 0.5494, kappa: 0.3001, kb_relative_information_score: 0.18, mean_absolute_error: 0.3834, mean_prior_absolute_error: 0.4308, weighted_recall: 0.556, number_of_instances: 1473, precision: 0.5498, predictive_accuracy: 0.556, prior_entropy: 1.539, relative_absolute_error: 0.8899, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4327, root_relative_squared_error: 0.9322, unweighted_recall: 0.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7199, f_measure: 0.5402, kappa: 0.286, kb_relative_information_score: 0.1891, mean_absolute_error: 0.3798, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5485, number_of_instances: 1473, precision: 0.5418, predictive_accuracy: 0.5485, prior_entropy: 1.539, relative_absolute_error: 0.8817, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4325, root_relative_squared_error: 0.9319, unweighted_recall: 0.5123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7202, f_measure: 0.544, kappa: 0.2911, kb_relative_information_score: 0.2262, mean_absolute_error: 0.3643, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5499, number_of_instances: 1473, precision: 0.5442, predictive_accuracy: 0.5499, prior_entropy: 1.539, relative_absolute_error: 0.8457, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4323, root_relative_squared_error: 0.9315, unweighted_recall: 0.5192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7099, f_measure: 0.5357, kappa: 0.2783, kb_relative_information_score: 0.2325, mean_absolute_error: 0.3617, mean_prior_absolute_error: 0.4308, weighted_recall: 0.539, number_of_instances: 1473, precision: 0.5354, predictive_accuracy: 0.539, prior_entropy: 1.539, relative_absolute_error: 0.8395, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9448, unweighted_recall: 0.5131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7195, f_measure: 0.5319, kappa: 0.2734, kb_relative_information_score: 0.2265, mean_absolute_error: 0.3638, mean_prior_absolute_error: 0.4308, weighted_recall: 0.537, number_of_instances: 1473, precision: 0.5308, predictive_accuracy: 0.537, prior_entropy: 1.539, relative_absolute_error: 0.8445, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4332, root_relative_squared_error: 0.9333, unweighted_recall: 0.5055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.716, f_measure: 0.5269, kappa: 0.2652, kb_relative_information_score: 0.2197, mean_absolute_error: 0.3671, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5343, number_of_instances: 1473, precision: 0.5266, predictive_accuracy: 0.5343, prior_entropy: 1.539, relative_absolute_error: 0.8521, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4334, root_relative_squared_error: 0.9338, unweighted_recall: 0.5006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7371, f_measure: 0.5584, kappa: 0.3143, kb_relative_information_score: 0.2107, mean_absolute_error: 0.3682, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5621, number_of_instances: 1473, precision: 0.5658, predictive_accuracy: 0.5621, prior_entropy: 1.539, relative_absolute_error: 0.8546, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4253, root_relative_squared_error: 0.9164, unweighted_recall: 0.5316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.725, f_measure: 0.5428, kappa: 0.2902, kb_relative_information_score: 0.2394, mean_absolute_error: 0.3593, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5465, number_of_instances: 1473, precision: 0.5423, predictive_accuracy: 0.5465, prior_entropy: 1.539, relative_absolute_error: 0.8339, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4312, root_relative_squared_error: 0.9292, unweighted_recall: 0.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7256, f_measure: 0.5468, kappa: 0.2953, kb_relative_information_score: 0.2235, mean_absolute_error: 0.3659, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5533, number_of_instances: 1473, precision: 0.5482, predictive_accuracy: 0.5533, prior_entropy: 1.539, relative_absolute_error: 0.8492, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4301, root_relative_squared_error: 0.9267, unweighted_recall: 0.5211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7209, f_measure: 0.5371, kappa: 0.2826, kb_relative_information_score: 0.2197, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5472, number_of_instances: 1473, precision: 0.5379, predictive_accuracy: 0.5472, prior_entropy: 1.539, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4323, root_relative_squared_error: 0.9314, unweighted_recall: 0.5078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7186, f_measure: 0.5297, kappa: 0.27, kb_relative_information_score: 0.2355, mean_absolute_error: 0.3603, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5343, number_of_instances: 1473, precision: 0.5282, predictive_accuracy: 0.5343, prior_entropy: 1.539, relative_absolute_error: 0.8364, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4336, root_relative_squared_error: 0.9343, unweighted_recall: 0.5036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7193, f_measure: 0.5415, kappa: 0.2873, kb_relative_information_score: 0.2488, mean_absolute_error: 0.3525, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5431, number_of_instances: 1473, precision: 0.545, predictive_accuracy: 0.5431, prior_entropy: 1.539, relative_absolute_error: 0.8183, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4341, root_relative_squared_error: 0.9352, unweighted_recall: 0.5146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7357, f_measure: 0.5468, kappa: 0.297, kb_relative_information_score: 0.2528, mean_absolute_error: 0.3518, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5472, number_of_instances: 1473, precision: 0.5498, predictive_accuracy: 0.5472, prior_entropy: 1.539, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4258, root_relative_squared_error: 0.9174, unweighted_recall: 0.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7235, f_measure: 0.5458, kappa: 0.2949, kb_relative_information_score: 0.2152, mean_absolute_error: 0.3696, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5519, number_of_instances: 1473, precision: 0.5451, predictive_accuracy: 0.5519, prior_entropy: 1.539, relative_absolute_error: 0.8579, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4308, root_relative_squared_error: 0.9283, unweighted_recall: 0.5199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7192, f_measure: 0.5457, kappa: 0.2952, kb_relative_information_score: 0.2319, mean_absolute_error: 0.3617, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5533, number_of_instances: 1473, precision: 0.546, predictive_accuracy: 0.5533, prior_entropy: 1.539, relative_absolute_error: 0.8396, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4328, root_relative_squared_error: 0.9324, unweighted_recall: 0.5176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7269, f_measure: 0.5471, kappa: 0.2975, kb_relative_information_score: 0.2186, mean_absolute_error: 0.3676, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5547, number_of_instances: 1473, precision: 0.5481, predictive_accuracy: 0.5547, prior_entropy: 1.539, relative_absolute_error: 0.8533, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4296, root_relative_squared_error: 0.9256, unweighted_recall: 0.5186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7169, f_measure: 0.5328, kappa: 0.2745, kb_relative_information_score: 0.2253, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.4308, weighted_recall: 0.539, number_of_instances: 1473, precision: 0.5329, predictive_accuracy: 0.539, prior_entropy: 1.539, relative_absolute_error: 0.8468, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4338, root_relative_squared_error: 0.9348, unweighted_recall: 0.5061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7216, f_measure: 0.5393, kappa: 0.2837, kb_relative_information_score: 0.2291, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5458, number_of_instances: 1473, precision: 0.5398, predictive_accuracy: 0.5458, prior_entropy: 1.539, relative_absolute_error: 0.8449, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.9301, unweighted_recall: 0.5137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7249, f_measure: 0.5472, kappa: 0.2971, kb_relative_information_score: 0.2273, mean_absolute_error: 0.3644, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5533, number_of_instances: 1473, precision: 0.5467, predictive_accuracy: 0.5533, prior_entropy: 1.539, relative_absolute_error: 0.8457, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4308, root_relative_squared_error: 0.9283, unweighted_recall: 0.5205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7129, f_measure: 0.5156, kappa: 0.2484, kb_relative_information_score: 0.2627, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4308, weighted_recall: 0.516, number_of_instances: 1473, precision: 0.5166, predictive_accuracy: 0.516, prior_entropy: 1.539, relative_absolute_error: 0.8041, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4441, root_relative_squared_error: 0.9568, unweighted_recall: 0.4918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7212, f_measure: 0.5378, kappa: 0.2814, kb_relative_information_score: 0.2238, mean_absolute_error: 0.3653, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5445, number_of_instances: 1473, precision: 0.5386, predictive_accuracy: 0.5445, prior_entropy: 1.539, relative_absolute_error: 0.8479, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.9303, unweighted_recall: 0.5117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.742, f_measure: 0.573, kappa: 0.3382, kb_relative_information_score: 0.2535, mean_absolute_error: 0.3522, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5743, number_of_instances: 1473, precision: 0.5781, predictive_accuracy: 0.5743, prior_entropy: 1.539, relative_absolute_error: 0.8175, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.423, root_relative_squared_error: 0.9115, unweighted_recall: 0.5508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7301, f_measure: 0.5544, kappa: 0.308, kb_relative_information_score: 0.2538, mean_absolute_error: 0.3512, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5547, number_of_instances: 1473, precision: 0.5582, predictive_accuracy: 0.5547, prior_entropy: 1.539, relative_absolute_error: 0.8152, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4292, root_relative_squared_error: 0.9248, unweighted_recall: 0.5337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7094, f_measure: 0.5329, kappa: 0.2743, kb_relative_information_score: 0.2362, mean_absolute_error: 0.3598, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5356, number_of_instances: 1473, precision: 0.5332, predictive_accuracy: 0.5356, prior_entropy: 1.539, relative_absolute_error: 0.8351, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4392, root_relative_squared_error: 0.9464, unweighted_recall: 0.5103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7185, f_measure: 0.5424, kappa: 0.2903, kb_relative_information_score: 0.2163, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5506, number_of_instances: 1473, precision: 0.5419, predictive_accuracy: 0.5506, prior_entropy: 1.539, relative_absolute_error: 0.8552, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4321, root_relative_squared_error: 0.9311, unweighted_recall: 0.5151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7172, f_measure: 0.5434, kappa: 0.2911, kb_relative_information_score: 0.1966, mean_absolute_error: 0.3768, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5513, number_of_instances: 1473, precision: 0.5439, predictive_accuracy: 0.5513, prior_entropy: 1.539, relative_absolute_error: 0.8746, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.433, root_relative_squared_error: 0.9329, unweighted_recall: 0.5181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7386, f_measure: 0.5535, kappa: 0.3072, kb_relative_information_score: 0.2603, mean_absolute_error: 0.3485, mean_prior_absolute_error: 0.4308, weighted_recall: 0.554, number_of_instances: 1473, precision: 0.5551, predictive_accuracy: 0.554, prior_entropy: 1.539, relative_absolute_error: 0.809, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4257, root_relative_squared_error: 0.9173, unweighted_recall: 0.5301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7228, f_measure: 0.5434, kappa: 0.2916, kb_relative_information_score: 0.1895, mean_absolute_error: 0.3792, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5533, number_of_instances: 1473, precision: 0.5474, predictive_accuracy: 0.5533, prior_entropy: 1.539, relative_absolute_error: 0.8801, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.9304, unweighted_recall: 0.5143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7247, f_measure: 0.5506, kappa: 0.3024, kb_relative_information_score: 0.2279, mean_absolute_error: 0.3644, mean_prior_absolute_error: 0.4308, weighted_recall: 0.556, number_of_instances: 1473, precision: 0.5501, predictive_accuracy: 0.556, prior_entropy: 1.539, relative_absolute_error: 0.8457, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4304, root_relative_squared_error: 0.9273, unweighted_recall: 0.5246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7231, f_measure: 0.541, kappa: 0.287, kb_relative_information_score: 0.1723, mean_absolute_error: 0.3847, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5513, number_of_instances: 1473, precision: 0.5456, predictive_accuracy: 0.5513, prior_entropy: 1.539, relative_absolute_error: 0.8929, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4325, root_relative_squared_error: 0.932, unweighted_recall: 0.5127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7279, f_measure: 0.5406, kappa: 0.2873, kb_relative_information_score: 0.2614, mean_absolute_error: 0.3479, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5418, number_of_instances: 1473, precision: 0.5414, predictive_accuracy: 0.5418, prior_entropy: 1.539, relative_absolute_error: 0.8075, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4299, root_relative_squared_error: 0.9264, unweighted_recall: 0.5159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7223, f_measure: 0.5346, kappa: 0.2769, kb_relative_information_score: 0.2343, mean_absolute_error: 0.3612, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5404, number_of_instances: 1473, precision: 0.5347, predictive_accuracy: 0.5404, prior_entropy: 1.539, relative_absolute_error: 0.8384, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4316, root_relative_squared_error: 0.9301, unweighted_recall: 0.5081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7227, f_measure: 0.5413, kappa: 0.2873, kb_relative_information_score: 0.2142, mean_absolute_error: 0.3698, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5485, number_of_instances: 1473, precision: 0.543, predictive_accuracy: 0.5485, prior_entropy: 1.539, relative_absolute_error: 0.8584, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4309, root_relative_squared_error: 0.9285, unweighted_recall: 0.5139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7229, f_measure: 0.541, kappa: 0.2868, kb_relative_information_score: 0.2354, mean_absolute_error: 0.3581, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5451, number_of_instances: 1473, precision: 0.543, predictive_accuracy: 0.5451, prior_entropy: 1.539, relative_absolute_error: 0.8311, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4296, root_relative_squared_error: 0.9257, unweighted_recall: 0.5154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7189, f_measure: 0.5399, kappa: 0.2857, kb_relative_information_score: 0.1943, mean_absolute_error: 0.3769, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5465, number_of_instances: 1473, precision: 0.5393, predictive_accuracy: 0.5465, prior_entropy: 1.539, relative_absolute_error: 0.8749, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4322, root_relative_squared_error: 0.9313, unweighted_recall: 0.5134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7229, f_measure: 0.5384, kappa: 0.2833, kb_relative_information_score: 0.2277, mean_absolute_error: 0.3639, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5445, number_of_instances: 1473, precision: 0.5374, predictive_accuracy: 0.5445, prior_entropy: 1.539, relative_absolute_error: 0.8447, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.9302, unweighted_recall: 0.5133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7178, f_measure: 0.5465, kappa: 0.2967, kb_relative_information_score: 0.2189, mean_absolute_error: 0.3687, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5513, number_of_instances: 1473, precision: 0.5446, predictive_accuracy: 0.5513, prior_entropy: 1.539, relative_absolute_error: 0.8558, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4334, root_relative_squared_error: 0.9339, unweighted_recall: 0.5211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.5422, kappa: 0.2894, kb_relative_information_score: 0.2346, mean_absolute_error: 0.3614, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5472, number_of_instances: 1473, precision: 0.542, predictive_accuracy: 0.5472, prior_entropy: 1.539, relative_absolute_error: 0.839, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4313, root_relative_squared_error: 0.9294, unweighted_recall: 0.5157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7258, f_measure: 0.5436, kappa: 0.2922, kb_relative_information_score: 0.212, mean_absolute_error: 0.371, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5506, number_of_instances: 1473, precision: 0.5426, predictive_accuracy: 0.5506, prior_entropy: 1.539, relative_absolute_error: 0.8611, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4302, root_relative_squared_error: 0.9269, unweighted_recall: 0.5183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.714, f_measure: 0.5305, kappa: 0.2703, kb_relative_information_score: 0.228, mean_absolute_error: 0.3633, mean_prior_absolute_error: 0.4308, weighted_recall: 0.535, number_of_instances: 1473, precision: 0.5309, predictive_accuracy: 0.535, prior_entropy: 1.539, relative_absolute_error: 0.8432, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4346, root_relative_squared_error: 0.9365, unweighted_recall: 0.5054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7389, f_measure: 0.5563, kappa: 0.3118, kb_relative_information_score: 0.2435, mean_absolute_error: 0.3548, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5594, number_of_instances: 1473, precision: 0.5597, predictive_accuracy: 0.5594, prior_entropy: 1.539, relative_absolute_error: 0.8236, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.424, root_relative_squared_error: 0.9137, unweighted_recall: 0.5287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, f_measure: 0.557, kappa: 0.3121, kb_relative_information_score: 0.2457, mean_absolute_error: 0.3538, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5594, number_of_instances: 1473, precision: 0.5597, predictive_accuracy: 0.5594, prior_entropy: 1.539, relative_absolute_error: 0.8213, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.424, root_relative_squared_error: 0.9135, unweighted_recall: 0.5319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7329, f_measure: 0.554, kappa: 0.3084, kb_relative_information_score: 0.2661, mean_absolute_error: 0.3466, mean_prior_absolute_error: 0.4308, weighted_recall: 0.554, number_of_instances: 1473, precision: 0.556, predictive_accuracy: 0.554, prior_entropy: 1.539, relative_absolute_error: 0.8045, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4299, root_relative_squared_error: 0.9262, unweighted_recall: 0.5303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7224, f_measure: 0.5442, kappa: 0.2936, kb_relative_information_score: 0.2038, mean_absolute_error: 0.374, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5519, number_of_instances: 1473, precision: 0.5431, predictive_accuracy: 0.5519, prior_entropy: 1.539, relative_absolute_error: 0.868, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4312, root_relative_squared_error: 0.929, unweighted_recall: 0.5178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7234, f_measure: 0.5351, kappa: 0.2779, kb_relative_information_score: 0.2311, mean_absolute_error: 0.3625, mean_prior_absolute_error: 0.4308, weighted_recall: 0.539, number_of_instances: 1473, precision: 0.5345, predictive_accuracy: 0.539, prior_entropy: 1.539, relative_absolute_error: 0.8414, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4314, root_relative_squared_error: 0.9295, unweighted_recall: 0.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7123, f_measure: 0.5434, kappa: 0.2907, kb_relative_information_score: 0.2215, mean_absolute_error: 0.3663, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5485, number_of_instances: 1473, precision: 0.5427, predictive_accuracy: 0.5485, prior_entropy: 1.539, relative_absolute_error: 0.8502, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4348, root_relative_squared_error: 0.9368, unweighted_recall: 0.5195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7216, f_measure: 0.5386, kappa: 0.2843, kb_relative_information_score: 0.23, mean_absolute_error: 0.3621, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5458, number_of_instances: 1473, precision: 0.5386, predictive_accuracy: 0.5458, prior_entropy: 1.539, relative_absolute_error: 0.8405, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4324, root_relative_squared_error: 0.9317, unweighted_recall: 0.5102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7336, f_measure: 0.5576, kappa: 0.3129, kb_relative_information_score: 0.2502, mean_absolute_error: 0.3525, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5594, number_of_instances: 1473, precision: 0.5614, predictive_accuracy: 0.5594, prior_entropy: 1.539, relative_absolute_error: 0.8182, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4266, root_relative_squared_error: 0.9191, unweighted_recall: 0.5344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7237, f_measure: 0.537, kappa: 0.2815, kb_relative_information_score: 0.1994, mean_absolute_error: 0.376, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5438, number_of_instances: 1473, precision: 0.5359, predictive_accuracy: 0.5438, prior_entropy: 1.539, relative_absolute_error: 0.8728, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4312, root_relative_squared_error: 0.9291, unweighted_recall: 0.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7139, f_measure: 0.5314, kappa: 0.2718, kb_relative_information_score: 0.223, mean_absolute_error: 0.3654, mean_prior_absolute_error: 0.4308, weighted_recall: 0.537, number_of_instances: 1473, precision: 0.5307, predictive_accuracy: 0.537, prior_entropy: 1.539, relative_absolute_error: 0.8482, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4349, root_relative_squared_error: 0.9371, unweighted_recall: 0.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7268, f_measure: 0.5443, kappa: 0.2932, kb_relative_information_score: 0.2438, mean_absolute_error: 0.3545, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5472, number_of_instances: 1473, precision: 0.5449, predictive_accuracy: 0.5472, prior_entropy: 1.539, relative_absolute_error: 0.8229, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4294, root_relative_squared_error: 0.9251, unweighted_recall: 0.5176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7225, f_measure: 0.5378, kappa: 0.2833, kb_relative_information_score: 0.2133, mean_absolute_error: 0.3708, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5438, number_of_instances: 1473, precision: 0.5363, predictive_accuracy: 0.5438, prior_entropy: 1.539, relative_absolute_error: 0.8607, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4314, root_relative_squared_error: 0.9294, unweighted_recall: 0.5137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7197, f_measure: 0.5369, kappa: 0.2803, kb_relative_information_score: 0.2295, mean_absolute_error: 0.3625, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5424, number_of_instances: 1473, precision: 0.5372, predictive_accuracy: 0.5424, prior_entropy: 1.539, relative_absolute_error: 0.8414, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4324, root_relative_squared_error: 0.9316, unweighted_recall: 0.5106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7386, f_measure: 0.561, kappa: 0.3195, kb_relative_information_score: 0.2396, mean_absolute_error: 0.3567, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5635, number_of_instances: 1473, precision: 0.5629, predictive_accuracy: 0.5635, prior_entropy: 1.539, relative_absolute_error: 0.828, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.425, root_relative_squared_error: 0.9157, unweighted_recall: 0.5356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7219, f_measure: 0.5408, kappa: 0.2881, kb_relative_information_score: 0.1972, mean_absolute_error: 0.3758, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5492, number_of_instances: 1473, precision: 0.5438, predictive_accuracy: 0.5492, prior_entropy: 1.539, relative_absolute_error: 0.8722, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4315, root_relative_squared_error: 0.9297, unweighted_recall: 0.5116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7255, f_measure: 0.5439, kappa: 0.2911, kb_relative_information_score: 0.2181, mean_absolute_error: 0.3682, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5513, number_of_instances: 1473, precision: 0.5454, predictive_accuracy: 0.5513, prior_entropy: 1.539, relative_absolute_error: 0.8546, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4301, root_relative_squared_error: 0.9268, unweighted_recall: 0.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7263, f_measure: 0.5467, kappa: 0.2958, kb_relative_information_score: 0.2139, mean_absolute_error: 0.3704, mean_prior_absolute_error: 0.4308, weighted_recall: 0.554, number_of_instances: 1473, precision: 0.5477, predictive_accuracy: 0.554, prior_entropy: 1.539, relative_absolute_error: 0.8597, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4304, root_relative_squared_error: 0.9273, unweighted_recall: 0.5199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.734, f_measure: 0.5563, kappa: 0.3118, kb_relative_information_score: 0.2565, mean_absolute_error: 0.3495, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5587, number_of_instances: 1473, precision: 0.5582, predictive_accuracy: 0.5587, prior_entropy: 1.539, relative_absolute_error: 0.8112, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4274, root_relative_squared_error: 0.9208, unweighted_recall: 0.5302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7172, f_measure: 0.5382, kappa: 0.2827, kb_relative_information_score: 0.2076, mean_absolute_error: 0.3724, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5465, number_of_instances: 1473, precision: 0.539, predictive_accuracy: 0.5465, prior_entropy: 1.539, relative_absolute_error: 0.8644, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.433, root_relative_squared_error: 0.9331, unweighted_recall: 0.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7253, f_measure: 0.5414, kappa: 0.2879, kb_relative_information_score: 0.2359, mean_absolute_error: 0.3608, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5458, number_of_instances: 1473, precision: 0.5403, predictive_accuracy: 0.5458, prior_entropy: 1.539, relative_absolute_error: 0.8375, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4306, root_relative_squared_error: 0.9277, unweighted_recall: 0.5168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7288, f_measure: 0.5507, kappa: 0.3033, kb_relative_information_score: 0.2713, mean_absolute_error: 0.3439, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5499, number_of_instances: 1473, precision: 0.553, predictive_accuracy: 0.5499, prior_entropy: 1.539, relative_absolute_error: 0.7983, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4329, root_relative_squared_error: 0.9328, unweighted_recall: 0.5296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7282, f_measure: 0.5462, kappa: 0.2961, kb_relative_information_score: 0.2613, mean_absolute_error: 0.3475, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5479, number_of_instances: 1473, precision: 0.5474, predictive_accuracy: 0.5479, prior_entropy: 1.539, relative_absolute_error: 0.8066, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4314, root_relative_squared_error: 0.9295, unweighted_recall: 0.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7269, f_measure: 0.541, kappa: 0.288, kb_relative_information_score: 0.2075, mean_absolute_error: 0.372, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5492, number_of_instances: 1473, precision: 0.5433, predictive_accuracy: 0.5492, prior_entropy: 1.539, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4296, root_relative_squared_error: 0.9256, unweighted_recall: 0.5122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.74, f_measure: 0.564, kappa: 0.3235, kb_relative_information_score: 0.2571, mean_absolute_error: 0.3509, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5635, number_of_instances: 1473, precision: 0.5696, predictive_accuracy: 0.5635, prior_entropy: 1.539, relative_absolute_error: 0.8144, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4236, root_relative_squared_error: 0.9126, unweighted_recall: 0.5437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7238, f_measure: 0.5422, kappa: 0.2908, kb_relative_information_score: 0.249, mean_absolute_error: 0.3538, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5418, number_of_instances: 1473, precision: 0.5432, predictive_accuracy: 0.5418, prior_entropy: 1.539, relative_absolute_error: 0.8213, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4316, root_relative_squared_error: 0.93, unweighted_recall: 0.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.74, f_measure: 0.5517, kappa: 0.3035, kb_relative_information_score: 0.2319, mean_absolute_error: 0.3598, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5547, number_of_instances: 1473, precision: 0.558, predictive_accuracy: 0.5547, prior_entropy: 1.539, relative_absolute_error: 0.8352, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4234, root_relative_squared_error: 0.9123, unweighted_recall: 0.5257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7152, f_measure: 0.5426, kappa: 0.2921, kb_relative_information_score: 0.1593, mean_absolute_error: 0.3909, mean_prior_absolute_error: 0.4308, weighted_recall: 0.554, number_of_instances: 1473, precision: 0.5459, predictive_accuracy: 0.554, prior_entropy: 1.539, relative_absolute_error: 0.9074, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4359, root_relative_squared_error: 0.9392, unweighted_recall: 0.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7245, f_measure: 0.5418, kappa: 0.289, kb_relative_information_score: 0.2195, mean_absolute_error: 0.3677, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5485, number_of_instances: 1473, precision: 0.541, predictive_accuracy: 0.5485, prior_entropy: 1.539, relative_absolute_error: 0.8536, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4309, root_relative_squared_error: 0.9284, unweighted_recall: 0.5148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7233, f_measure: 0.5417, kappa: 0.2892, kb_relative_information_score: 0.2067, mean_absolute_error: 0.3732, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5492, number_of_instances: 1473, precision: 0.541, predictive_accuracy: 0.5492, prior_entropy: 1.539, relative_absolute_error: 0.8663, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.431, root_relative_squared_error: 0.9286, unweighted_recall: 0.5139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7156, f_measure: 0.522, kappa: 0.2572, kb_relative_information_score: 0.2359, mean_absolute_error: 0.3603, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5268, number_of_instances: 1473, precision: 0.5212, predictive_accuracy: 0.5268, prior_entropy: 1.539, relative_absolute_error: 0.8362, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4347, root_relative_squared_error: 0.9365, unweighted_recall: 0.4974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7211, f_measure: 0.5384, kappa: 0.2828, kb_relative_information_score: 0.2045, mean_absolute_error: 0.3739, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5458, number_of_instances: 1473, precision: 0.5394, predictive_accuracy: 0.5458, prior_entropy: 1.539, relative_absolute_error: 0.8679, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4316, root_relative_squared_error: 0.93, unweighted_recall: 0.5114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7232, f_measure: 0.5331, kappa: 0.2753, kb_relative_information_score: 0.2145, mean_absolute_error: 0.3691, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5404, number_of_instances: 1473, precision: 0.533, predictive_accuracy: 0.5404, prior_entropy: 1.539, relative_absolute_error: 0.8566, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4309, root_relative_squared_error: 0.9285, unweighted_recall: 0.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7334, f_measure: 0.5431, kappa: 0.2914, kb_relative_information_score: 0.2496, mean_absolute_error: 0.3525, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5458, number_of_instances: 1473, precision: 0.5429, predictive_accuracy: 0.5458, prior_entropy: 1.539, relative_absolute_error: 0.8182, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4277, root_relative_squared_error: 0.9215, unweighted_recall: 0.5164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7107, f_measure: 0.5155, kappa: 0.2481, kb_relative_information_score: 0.2218, mean_absolute_error: 0.3661, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5227, number_of_instances: 1473, precision: 0.514, predictive_accuracy: 0.5227, prior_entropy: 1.539, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4366, root_relative_squared_error: 0.9407, unweighted_recall: 0.4899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7446, f_measure: 0.5665, kappa: 0.3275, kb_relative_information_score: 0.237, mean_absolute_error: 0.3588, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5689, number_of_instances: 1473, precision: 0.5744, predictive_accuracy: 0.5689, prior_entropy: 1.539, relative_absolute_error: 0.8328, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4228, root_relative_squared_error: 0.9111, unweighted_recall: 0.5432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.5435, kappa: 0.2907, kb_relative_information_score: 0.2262, mean_absolute_error: 0.365, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5506, number_of_instances: 1473, precision: 0.544, predictive_accuracy: 0.5506, prior_entropy: 1.539, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4312, root_relative_squared_error: 0.929, unweighted_recall: 0.5187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7288, f_measure: 0.5496, kappa: 0.3021, kb_relative_information_score: 0.2651, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5506, number_of_instances: 1473, precision: 0.5513, predictive_accuracy: 0.5506, prior_entropy: 1.539, relative_absolute_error: 0.804, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4316, root_relative_squared_error: 0.93, unweighted_recall: 0.5246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7426, f_measure: 0.5662, kappa: 0.3272, kb_relative_information_score: 0.261, mean_absolute_error: 0.3484, mean_prior_absolute_error: 0.4308, weighted_recall: 0.5675, number_of_instances: 1473, precision: 0.5657, predictive_accuracy: 0.5675, prior_entropy: 1.539, relative_absolute_error: 0.8087, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4243, root_relative_squared_error: 0.9141, unweighted_recall: 0.5442,

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