Task
Supervised Classification on cylinder-bands

Supervised Classification on cylinder-bands

Task 14968 Supervised Classification cylinder-bands 12489 runs submitted
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  • OpenML100 study_107 study_123 study_14
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, f_measure: 0.7413, kappa: 0.4665, kb_relative_information_score: 0.2637, mean_absolute_error: 0.3734, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7463, number_of_instances: 540, precision: 0.7463, predictive_accuracy: 0.7463, prior_entropy: 0.9825, relative_absolute_error: 0.7652, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4255, root_relative_squared_error: 0.8615, unweighted_recall: 0.7273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7016, f_measure: 0.667, kappa: 0.3145, kb_relative_information_score: 0.1621, mean_absolute_error: 0.4181, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6778, number_of_instances: 540, precision: 0.6753, predictive_accuracy: 0.6778, prior_entropy: 0.9825, relative_absolute_error: 0.8569, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4614, root_relative_squared_error: 0.9341, unweighted_recall: 0.6515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.7733, kappa: 0.5327, kb_relative_information_score: 0.4935, mean_absolute_error: 0.2505, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7759, number_of_instances: 540, precision: 0.7753, predictive_accuracy: 0.7759, prior_entropy: 0.9825, relative_absolute_error: 0.5134, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.8094, unweighted_recall: 0.7618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -0.0001, mean_absolute_error: 0.488, mean_prior_absolute_error: 0.4879, weighted_recall: 0.5778, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4939, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8743, f_measure: 0.7715, kappa: 0.5292, kb_relative_information_score: 0.4663, mean_absolute_error: 0.2688, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7741, number_of_instances: 540, precision: 0.7733, predictive_accuracy: 0.7741, prior_entropy: 0.9825, relative_absolute_error: 0.551, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3782, root_relative_squared_error: 0.7656, unweighted_recall: 0.7602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.7582, kappa: 0.5018, kb_relative_information_score: 0.2945, mean_absolute_error: 0.3598, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7648, number_of_instances: 540, precision: 0.7689, predictive_accuracy: 0.7648, prior_entropy: 0.9825, relative_absolute_error: 0.7375, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.8255, unweighted_recall: 0.7427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6593, f_measure: 0.6258, kappa: 0.2284, kb_relative_information_score: 0.0915, mean_absolute_error: 0.4491, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6333, number_of_instances: 540, precision: 0.6269, predictive_accuracy: 0.6333, prior_entropy: 0.9825, relative_absolute_error: 0.9204, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4754, root_relative_squared_error: 0.9626, unweighted_recall: 0.6113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8271, f_measure: 0.7715, kappa: 0.5288, kb_relative_information_score: 0.3684, mean_absolute_error: 0.3213, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7759, number_of_instances: 540, precision: 0.7775, predictive_accuracy: 0.7759, prior_entropy: 0.9825, relative_absolute_error: 0.6584, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4009, root_relative_squared_error: 0.8116, unweighted_recall: 0.7577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8084, f_measure: 0.7241, kappa: 0.4358, kb_relative_information_score: 0.2533, mean_absolute_error: 0.3791, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7389, number_of_instances: 540, precision: 0.7541, predictive_accuracy: 0.7389, prior_entropy: 0.9825, relative_absolute_error: 0.777, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4209, root_relative_squared_error: 0.8521, unweighted_recall: 0.7067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7285, f_measure: 0.6785, kappa: 0.3381, kb_relative_information_score: 0.177, mean_absolute_error: 0.4125, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6889, number_of_instances: 540, precision: 0.6875, predictive_accuracy: 0.6889, prior_entropy: 0.9825, relative_absolute_error: 0.8455, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4507, root_relative_squared_error: 0.9125, unweighted_recall: 0.6629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.814, f_measure: 0.7451, kappa: 0.4745, kb_relative_information_score: 0.3684, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7481, number_of_instances: 540, precision: 0.7468, predictive_accuracy: 0.7481, prior_entropy: 0.9825, relative_absolute_error: 0.6477, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4182, root_relative_squared_error: 0.8467, unweighted_recall: 0.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8385, f_measure: 0.7528, kappa: 0.4906, kb_relative_information_score: 0.3532, mean_absolute_error: 0.3284, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7556, number_of_instances: 540, precision: 0.7543, predictive_accuracy: 0.7556, prior_entropy: 0.9825, relative_absolute_error: 0.6729, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4006, root_relative_squared_error: 0.8111, unweighted_recall: 0.7412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4939, kb_relative_information_score: 0.0003, mean_absolute_error: 0.4878, mean_prior_absolute_error: 0.4879, weighted_recall: 0.5778, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4939, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7272, f_measure: 0.6773, kappa: 0.3354, kb_relative_information_score: 0.2069, mean_absolute_error: 0.3972, mean_prior_absolute_error: 0.4879, weighted_recall: 0.687, number_of_instances: 540, precision: 0.6851, predictive_accuracy: 0.687, prior_entropy: 0.9825, relative_absolute_error: 0.8141, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4468, root_relative_squared_error: 0.9045, unweighted_recall: 0.6619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8405, f_measure: 0.7733, kappa: 0.5327, kb_relative_information_score: 0.3672, mean_absolute_error: 0.322, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7759, number_of_instances: 540, precision: 0.7753, predictive_accuracy: 0.7759, prior_entropy: 0.9825, relative_absolute_error: 0.6599, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.398, root_relative_squared_error: 0.8059, unweighted_recall: 0.7618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.7397, kappa: 0.4648, kb_relative_information_score: 0.4071, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7407, number_of_instances: 540, precision: 0.7394, predictive_accuracy: 0.7407, prior_entropy: 0.9825, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.423, root_relative_squared_error: 0.8564, unweighted_recall: 0.7308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7822, kappa: 0.552, kb_relative_information_score: 0.3788, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7833, number_of_instances: 540, precision: 0.7823, predictive_accuracy: 0.7833, prior_entropy: 0.9825, relative_absolute_error: 0.6497, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8121, unweighted_recall: 0.7735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7989, f_measure: 0.7276, kappa: 0.4392, kb_relative_information_score: 0.2987, mean_absolute_error: 0.354, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7296, number_of_instances: 540, precision: 0.7277, predictive_accuracy: 0.7296, prior_entropy: 0.9825, relative_absolute_error: 0.7255, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4219, root_relative_squared_error: 0.8543, unweighted_recall: 0.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.668, f_measure: 0.6516, kappa: 0.2928, kb_relative_information_score: 0.1299, mean_absolute_error: 0.4332, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6759, number_of_instances: 540, precision: 0.6849, predictive_accuracy: 0.6759, prior_entropy: 0.9825, relative_absolute_error: 0.8877, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4652, root_relative_squared_error: 0.9419, unweighted_recall: 0.6375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.8081, kappa: 0.6051, kb_relative_information_score: 0.5052, mean_absolute_error: 0.2497, mean_prior_absolute_error: 0.4879, weighted_recall: 0.8093, number_of_instances: 540, precision: 0.8086, predictive_accuracy: 0.8093, prior_entropy: 0.9825, relative_absolute_error: 0.5117, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3771, root_relative_squared_error: 0.7635, unweighted_recall: 0.7995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.7809, kappa: 0.55, kb_relative_information_score: 0.4537, mean_absolute_error: 0.2737, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7815, number_of_instances: 540, precision: 0.7807, predictive_accuracy: 0.7815, prior_entropy: 0.9825, relative_absolute_error: 0.561, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3919, root_relative_squared_error: 0.7934, unweighted_recall: 0.7737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7032, f_measure: 0.6715, kappa: 0.3332, kb_relative_information_score: 0.1327, mean_absolute_error: 0.4337, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6944, number_of_instances: 540, precision: 0.7087, predictive_accuracy: 0.6944, prior_entropy: 0.9825, relative_absolute_error: 0.8888, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4583, root_relative_squared_error: 0.928, unweighted_recall: 0.6565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, f_measure: 0.7726, kappa: 0.532, kb_relative_information_score: 0.4123, mean_absolute_error: 0.2973, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7741, number_of_instances: 540, precision: 0.7729, predictive_accuracy: 0.7741, prior_entropy: 0.9825, relative_absolute_error: 0.6092, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3966, root_relative_squared_error: 0.8031, unweighted_recall: 0.7632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8261, f_measure: 0.7483, kappa: 0.481, kb_relative_information_score: 0.3683, mean_absolute_error: 0.3189, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7519, number_of_instances: 540, precision: 0.7509, predictive_accuracy: 0.7519, prior_entropy: 0.9825, relative_absolute_error: 0.6536, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4052, root_relative_squared_error: 0.8204, unweighted_recall: 0.7357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.7048, kappa: 0.3914, kb_relative_information_score: 0.2585, mean_absolute_error: 0.3745, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7111, number_of_instances: 540, precision: 0.7094, predictive_accuracy: 0.7111, prior_entropy: 0.9825, relative_absolute_error: 0.7675, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4274, root_relative_squared_error: 0.8654, unweighted_recall: 0.6904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4939, kb_relative_information_score: 0.0001, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.4879, weighted_recall: 0.5778, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4939, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7518, f_measure: 0.6914, kappa: 0.3637, kb_relative_information_score: 0.2261, mean_absolute_error: 0.3883, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6981, number_of_instances: 540, precision: 0.6957, predictive_accuracy: 0.6981, prior_entropy: 0.9825, relative_absolute_error: 0.7957, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4397, root_relative_squared_error: 0.8902, unweighted_recall: 0.6768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.816, f_measure: 0.7367, kappa: 0.4571, kb_relative_information_score: 0.3185, mean_absolute_error: 0.3463, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7407, number_of_instances: 540, precision: 0.7395, predictive_accuracy: 0.7407, prior_entropy: 0.9825, relative_absolute_error: 0.7096, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4117, root_relative_squared_error: 0.8336, unweighted_recall: 0.7237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6895, f_measure: 0.6566, kappa: 0.2935, kb_relative_information_score: 0.1507, mean_absolute_error: 0.424, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6685, number_of_instances: 540, precision: 0.6654, predictive_accuracy: 0.6685, prior_entropy: 0.9825, relative_absolute_error: 0.869, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4634, root_relative_squared_error: 0.9382, unweighted_recall: 0.6411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.7814, kappa: 0.5498, kb_relative_information_score: 0.4652, mean_absolute_error: 0.2686, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7833, number_of_instances: 540, precision: 0.7825, predictive_accuracy: 0.7833, prior_entropy: 0.9825, relative_absolute_error: 0.5505, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3837, root_relative_squared_error: 0.7768, unweighted_recall: 0.7712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.7651, kappa: 0.5166, kb_relative_information_score: 0.3812, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7667, number_of_instances: 540, precision: 0.7654, predictive_accuracy: 0.7667, prior_entropy: 0.9825, relative_absolute_error: 0.6405, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8231, unweighted_recall: 0.7556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8274, f_measure: 0.7433, kappa: 0.4707, kb_relative_information_score: 0.3487, mean_absolute_error: 0.3281, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7481, number_of_instances: 540, precision: 0.748, predictive_accuracy: 0.7481, prior_entropy: 0.9825, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4054, root_relative_squared_error: 0.8208, unweighted_recall: 0.7295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.8074, kappa: 0.6032, kb_relative_information_score: 0.4665, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.4879, weighted_recall: 0.8093, number_of_instances: 540, precision: 0.8092, predictive_accuracy: 0.8093, prior_entropy: 0.9825, relative_absolute_error: 0.5574, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3751, root_relative_squared_error: 0.7595, unweighted_recall: 0.7971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.7874, kappa: 0.5653, kb_relative_information_score: 0.4911, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.4879, weighted_recall: 0.787, number_of_instances: 540, precision: 0.7881, predictive_accuracy: 0.787, prior_entropy: 0.9825, relative_absolute_error: 0.5226, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3902, root_relative_squared_error: 0.7901, unweighted_recall: 0.7838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.6969, kappa: 0.375, kb_relative_information_score: 0.1878, mean_absolute_error: 0.4084, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7037, number_of_instances: 540, precision: 0.7017, predictive_accuracy: 0.7037, prior_entropy: 0.9825, relative_absolute_error: 0.837, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4435, root_relative_squared_error: 0.898, unweighted_recall: 0.6822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6305, f_measure: 0.6235, kappa: 0.2321, kb_relative_information_score: 0.0837, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6222, number_of_instances: 540, precision: 0.6256, predictive_accuracy: 0.6222, prior_entropy: 0.9825, relative_absolute_error: 0.9282, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4799, root_relative_squared_error: 0.9715, unweighted_recall: 0.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8116, f_measure: 0.763, kappa: 0.5114, kb_relative_information_score: 0.3514, mean_absolute_error: 0.3298, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7667, number_of_instances: 540, precision: 0.7666, predictive_accuracy: 0.7667, prior_entropy: 0.9825, relative_absolute_error: 0.6759, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.8332, unweighted_recall: 0.7503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7802, f_measure: 0.7169, kappa: 0.4176, kb_relative_information_score: 0.3316, mean_absolute_error: 0.333, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7185, number_of_instances: 540, precision: 0.7166, predictive_accuracy: 0.7185, prior_entropy: 0.9825, relative_absolute_error: 0.6824, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4391, root_relative_squared_error: 0.889, unweighted_recall: 0.7068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7647, f_measure: 0.7205, kappa: 0.424, kb_relative_information_score: 0.2438, mean_absolute_error: 0.3813, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7278, number_of_instances: 540, precision: 0.7283, predictive_accuracy: 0.7278, prior_entropy: 0.9825, relative_absolute_error: 0.7814, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4335, root_relative_squared_error: 0.8776, unweighted_recall: 0.7054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.81, f_measure: 0.7528, kappa: 0.4906, kb_relative_information_score: 0.2993, mean_absolute_error: 0.3565, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7556, number_of_instances: 540, precision: 0.7543, predictive_accuracy: 0.7556, prior_entropy: 0.9825, relative_absolute_error: 0.7306, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4186, root_relative_squared_error: 0.8475, unweighted_recall: 0.7412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0001, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.4879, weighted_recall: 0.5778, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4939, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.6921, kappa: 0.3661, kb_relative_information_score: 0.2344, mean_absolute_error: 0.3836, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7019, number_of_instances: 540, precision: 0.7016, predictive_accuracy: 0.7019, prior_entropy: 0.9825, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4397, root_relative_squared_error: 0.8902, unweighted_recall: 0.6765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7597, f_measure: 0.7134, kappa: 0.4098, kb_relative_information_score: 0.223, mean_absolute_error: 0.3918, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7222, number_of_instances: 540, precision: 0.7238, predictive_accuracy: 0.7222, prior_entropy: 0.9825, relative_absolute_error: 0.803, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4384, root_relative_squared_error: 0.8876, unweighted_recall: 0.6976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.7848, kappa: 0.5564, kb_relative_information_score: 0.4998, mean_absolute_error: 0.2488, mean_prior_absolute_error: 0.4879, weighted_recall: 0.787, number_of_instances: 540, precision: 0.7866, predictive_accuracy: 0.787, prior_entropy: 0.9825, relative_absolute_error: 0.5098, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3897, root_relative_squared_error: 0.789, unweighted_recall: 0.7738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8163, f_measure: 0.7587, kappa: 0.5024, kb_relative_information_score: 0.4227, mean_absolute_error: 0.2865, mean_prior_absolute_error: 0.4879, weighted_recall: 0.763, number_of_instances: 540, precision: 0.7633, predictive_accuracy: 0.763, prior_entropy: 0.9825, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4239, root_relative_squared_error: 0.8583, unweighted_recall: 0.7453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7997, f_measure: 0.7179, kappa: 0.4183, kb_relative_information_score: 0.2529, mean_absolute_error: 0.3786, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7241, number_of_instances: 540, precision: 0.7233, predictive_accuracy: 0.7241, prior_entropy: 0.9825, relative_absolute_error: 0.7758, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4229, root_relative_squared_error: 0.8563, unweighted_recall: 0.7034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.738, f_measure: 0.6835, kappa: 0.3487, kb_relative_information_score: 0.1506, mean_absolute_error: 0.4266, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6944, number_of_instances: 540, precision: 0.6942, predictive_accuracy: 0.6944, prior_entropy: 0.9825, relative_absolute_error: 0.8742, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4527, root_relative_squared_error: 0.9166, unweighted_recall: 0.6677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8245, f_measure: 0.7465, kappa: 0.4783, kb_relative_information_score: 0.4304, mean_absolute_error: 0.2816, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7481, number_of_instances: 540, precision: 0.7466, predictive_accuracy: 0.7481, prior_entropy: 0.9825, relative_absolute_error: 0.5771, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4245, root_relative_squared_error: 0.8594, unweighted_recall: 0.7366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, f_measure: 0.7863, kappa: 0.5595, kb_relative_information_score: 0.4083, mean_absolute_error: 0.3016, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7889, number_of_instances: 540, precision: 0.7888, predictive_accuracy: 0.7889, prior_entropy: 0.9825, relative_absolute_error: 0.6182, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3884, root_relative_squared_error: 0.7864, unweighted_recall: 0.7748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8133, f_measure: 0.7226, kappa: 0.4294, kb_relative_information_score: 0.38, mean_absolute_error: 0.3067, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7241, number_of_instances: 540, precision: 0.7223, predictive_accuracy: 0.7241, prior_entropy: 0.9825, relative_absolute_error: 0.6285, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.428, root_relative_squared_error: 0.8665, unweighted_recall: 0.7128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.7677, kappa: 0.521, kb_relative_information_score: 0.3553, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7722, number_of_instances: 540, precision: 0.7736, predictive_accuracy: 0.7722, prior_entropy: 0.9825, relative_absolute_error: 0.6757, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3902, root_relative_squared_error: 0.7901, unweighted_recall: 0.7539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.783, f_measure: 0.7107, kappa: 0.4035, kb_relative_information_score: 0.2907, mean_absolute_error: 0.3562, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7148, number_of_instances: 540, precision: 0.7124, predictive_accuracy: 0.7148, prior_entropy: 0.9825, relative_absolute_error: 0.73, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4275, root_relative_squared_error: 0.8655, unweighted_recall: 0.6977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8255, f_measure: 0.754, kappa: 0.4929, kb_relative_information_score: 0.3296, mean_absolute_error: 0.3402, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7574, number_of_instances: 540, precision: 0.7566, predictive_accuracy: 0.7574, prior_entropy: 0.9825, relative_absolute_error: 0.6973, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4081, root_relative_squared_error: 0.8263, unweighted_recall: 0.7416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4947, kb_relative_information_score: -0.001, mean_absolute_error: 0.488, mean_prior_absolute_error: 0.4879, weighted_recall: 0.5778, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4945, root_relative_squared_error: 1.0012, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.7848, kappa: 0.5564, kb_relative_information_score: 0.4671, mean_absolute_error: 0.2674, mean_prior_absolute_error: 0.4879, weighted_recall: 0.787, number_of_instances: 540, precision: 0.7866, predictive_accuracy: 0.787, prior_entropy: 0.9825, relative_absolute_error: 0.5481, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3901, root_relative_squared_error: 0.7898, unweighted_recall: 0.7738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.7877, kappa: 0.5632, kb_relative_information_score: 0.4252, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7889, number_of_instances: 540, precision: 0.7879, predictive_accuracy: 0.7889, prior_entropy: 0.9825, relative_absolute_error: 0.5999, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3838, root_relative_squared_error: 0.7771, unweighted_recall: 0.7789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8399, f_measure: 0.7838, kappa: 0.5543, kb_relative_information_score: 0.3524, mean_absolute_error: 0.3311, mean_prior_absolute_error: 0.4879, weighted_recall: 0.787, number_of_instances: 540, precision: 0.7876, predictive_accuracy: 0.787, prior_entropy: 0.9825, relative_absolute_error: 0.6786, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3994, root_relative_squared_error: 0.8087, unweighted_recall: 0.7714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8156, f_measure: 0.752, kappa: 0.4887, kb_relative_information_score: 0.2942, mean_absolute_error: 0.3595, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7556, number_of_instances: 540, precision: 0.7548, predictive_accuracy: 0.7556, prior_entropy: 0.9825, relative_absolute_error: 0.7367, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4138, root_relative_squared_error: 0.8378, unweighted_recall: 0.7395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7321, f_measure: 0.6956, kappa: 0.3722, kb_relative_information_score: 0.2139, mean_absolute_error: 0.3929, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7019, number_of_instances: 540, precision: 0.6995, predictive_accuracy: 0.7019, prior_entropy: 0.9825, relative_absolute_error: 0.8051, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4492, root_relative_squared_error: 0.9095, unweighted_recall: 0.6812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6787, f_measure: 0.6578, kappa: 0.3016, kb_relative_information_score: 0.1375, mean_absolute_error: 0.4297, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6778, number_of_instances: 540, precision: 0.6825, predictive_accuracy: 0.6778, prior_entropy: 0.9825, relative_absolute_error: 0.8806, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4649, root_relative_squared_error: 0.9413, unweighted_recall: 0.6426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.756, kappa: 0.4971, kb_relative_information_score: 0.3564, mean_absolute_error: 0.3254, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7593, number_of_instances: 540, precision: 0.7584, predictive_accuracy: 0.7593, prior_entropy: 0.9825, relative_absolute_error: 0.6669, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4085, root_relative_squared_error: 0.827, unweighted_recall: 0.7438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -0.0001, mean_absolute_error: 0.488, mean_prior_absolute_error: 0.4879, weighted_recall: 0.5778, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4939, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8335, f_measure: 0.7848, kappa: 0.5564, kb_relative_information_score: 0.4363, mean_absolute_error: 0.2848, mean_prior_absolute_error: 0.4879, weighted_recall: 0.787, number_of_instances: 540, precision: 0.7866, predictive_accuracy: 0.787, prior_entropy: 0.9825, relative_absolute_error: 0.5836, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4004, root_relative_squared_error: 0.8106, unweighted_recall: 0.7738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8229, f_measure: 0.77, kappa: 0.5262, kb_relative_information_score: 0.4016, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7722, number_of_instances: 540, precision: 0.7712, predictive_accuracy: 0.7722, prior_entropy: 0.9825, relative_absolute_error: 0.6177, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.41, root_relative_squared_error: 0.8301, unweighted_recall: 0.7592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7066, f_measure: 0.6788, kappa: 0.3434, kb_relative_information_score: 0.1268, mean_absolute_error: 0.4371, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6963, number_of_instances: 540, precision: 0.7034, predictive_accuracy: 0.6963, prior_entropy: 0.9825, relative_absolute_error: 0.8957, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.9322, unweighted_recall: 0.6628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8514, f_measure: 0.7828, kappa: 0.5523, kb_relative_information_score: 0.4613, mean_absolute_error: 0.2713, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7852, number_of_instances: 540, precision: 0.7848, predictive_accuracy: 0.7852, prior_entropy: 0.9825, relative_absolute_error: 0.5559, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.39, root_relative_squared_error: 0.7895, unweighted_recall: 0.7716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8153, f_measure: 0.7563, kappa: 0.4977, kb_relative_information_score: 0.3495, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7593, number_of_instances: 540, precision: 0.7582, predictive_accuracy: 0.7593, prior_entropy: 0.9825, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4141, root_relative_squared_error: 0.8384, unweighted_recall: 0.7444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7143, f_measure: 0.674, kappa: 0.3284, kb_relative_information_score: 0.1773, mean_absolute_error: 0.4105, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6833, number_of_instances: 540, precision: 0.6808, predictive_accuracy: 0.6833, prior_entropy: 0.9825, relative_absolute_error: 0.8413, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4589, root_relative_squared_error: 0.9291, unweighted_recall: 0.6587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.7649, kappa: 0.516, kb_relative_information_score: 0.4185, mean_absolute_error: 0.2943, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7667, number_of_instances: 540, precision: 0.7654, predictive_accuracy: 0.7667, prior_entropy: 0.9825, relative_absolute_error: 0.6031, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.7798, unweighted_recall: 0.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.75, kappa: 0.4853, kb_relative_information_score: 0.3449, mean_absolute_error: 0.3318, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7519, number_of_instances: 540, precision: 0.7503, predictive_accuracy: 0.7519, prior_entropy: 0.9825, relative_absolute_error: 0.68, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.404, root_relative_squared_error: 0.818, unweighted_recall: 0.7398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.7036, kappa: 0.3897, kb_relative_information_score: 0.2884, mean_absolute_error: 0.3585, mean_prior_absolute_error: 0.4879, weighted_recall: 0.713, number_of_instances: 540, precision: 0.7139, predictive_accuracy: 0.713, prior_entropy: 0.9825, relative_absolute_error: 0.7348, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4257, root_relative_squared_error: 0.8619, unweighted_recall: 0.6878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6891, f_measure: 0.6582, kappa: 0.2951, kb_relative_information_score: 0.1637, mean_absolute_error: 0.4158, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6648, number_of_instances: 540, precision: 0.6602, predictive_accuracy: 0.6648, prior_entropy: 0.9825, relative_absolute_error: 0.8521, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4653, root_relative_squared_error: 0.9421, unweighted_recall: 0.6438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, f_measure: 0.7275, kappa: 0.438, kb_relative_information_score: 0.2935, mean_absolute_error: 0.3582, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7315, number_of_instances: 540, precision: 0.7298, predictive_accuracy: 0.7315, prior_entropy: 0.9825, relative_absolute_error: 0.734, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4232, root_relative_squared_error: 0.8569, unweighted_recall: 0.7145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4939, kb_relative_information_score: 0.0004, mean_absolute_error: 0.4878, mean_prior_absolute_error: 0.4879, weighted_recall: 0.5778, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4939, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.7907, kappa: 0.5688, kb_relative_information_score: 0.4257, mean_absolute_error: 0.2929, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7926, number_of_instances: 540, precision: 0.792, predictive_accuracy: 0.7926, prior_entropy: 0.9825, relative_absolute_error: 0.6003, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3837, root_relative_squared_error: 0.7769, unweighted_recall: 0.7804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7133, f_measure: 0.6784, kappa: 0.3415, kb_relative_information_score: 0.1358, mean_absolute_error: 0.4325, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6944, number_of_instances: 540, precision: 0.6992, predictive_accuracy: 0.6944, prior_entropy: 0.9825, relative_absolute_error: 0.8864, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4579, root_relative_squared_error: 0.9271, unweighted_recall: 0.6624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.7876, kappa: 0.5621, kb_relative_information_score: 0.4109, mean_absolute_error: 0.2996, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7907, number_of_instances: 540, precision: 0.7915, predictive_accuracy: 0.7907, prior_entropy: 0.9825, relative_absolute_error: 0.6141, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3912, root_relative_squared_error: 0.792, unweighted_recall: 0.7752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8398, f_measure: 0.7663, kappa: 0.5184, kb_relative_information_score: 0.4273, mean_absolute_error: 0.2875, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7685, number_of_instances: 540, precision: 0.7674, predictive_accuracy: 0.7685, prior_entropy: 0.9825, relative_absolute_error: 0.5893, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3997, root_relative_squared_error: 0.8093, unweighted_recall: 0.7554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8072, f_measure: 0.7406, kappa: 0.4652, kb_relative_information_score: 0.3236, mean_absolute_error: 0.3422, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7463, number_of_instances: 540, precision: 0.747, predictive_accuracy: 0.7463, prior_entropy: 0.9825, relative_absolute_error: 0.7013, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4155, root_relative_squared_error: 0.8412, unweighted_recall: 0.7261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8486, f_measure: 0.7742, kappa: 0.535, kb_relative_information_score: 0.3872, mean_absolute_error: 0.3121, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7759, number_of_instances: 540, precision: 0.7748, predictive_accuracy: 0.7759, prior_entropy: 0.9825, relative_absolute_error: 0.6396, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3917, root_relative_squared_error: 0.793, unweighted_recall: 0.7642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8106, f_measure: 0.7434, kappa: 0.4725, kb_relative_information_score: 0.3969, mean_absolute_error: 0.2994, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7444, number_of_instances: 540, precision: 0.7431, predictive_accuracy: 0.7444, prior_entropy: 0.9825, relative_absolute_error: 0.6135, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4282, root_relative_squared_error: 0.867, unweighted_recall: 0.7346,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7358, f_measure: 0.6761, kappa: 0.3327, kb_relative_information_score: 0.1624, mean_absolute_error: 0.4204, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6852, number_of_instances: 540, precision: 0.6827, predictive_accuracy: 0.6852, prior_entropy: 0.9825, relative_absolute_error: 0.8616, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4505, root_relative_squared_error: 0.9122, unweighted_recall: 0.6608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.723, f_measure: 0.684, kappa: 0.3495, kb_relative_information_score: 0.1309, mean_absolute_error: 0.4354, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6944, number_of_instances: 540, precision: 0.6939, predictive_accuracy: 0.6944, prior_entropy: 0.9825, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4574, root_relative_squared_error: 0.926, unweighted_recall: 0.6683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8528, f_measure: 0.7557, kappa: 0.4971, kb_relative_information_score: 0.4598, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7574, number_of_instances: 540, precision: 0.756, predictive_accuracy: 0.7574, prior_entropy: 0.9825, relative_absolute_error: 0.5493, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3994, root_relative_squared_error: 0.8086, unweighted_recall: 0.7458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8204, f_measure: 0.7296, kappa: 0.4434, kb_relative_information_score: 0.3717, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7315, number_of_instances: 540, precision: 0.7296, predictive_accuracy: 0.7315, prior_entropy: 0.9825, relative_absolute_error: 0.6408, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8452, unweighted_recall: 0.7192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4971, f_measure: 0.4497, kappa: 0.0085, kb_relative_information_score: -0.0026, mean_absolute_error: 0.4883, mean_prior_absolute_error: 0.4879, weighted_recall: 0.5759, number_of_instances: 540, precision: 0.5349, predictive_accuracy: 0.5759, prior_entropy: 0.9825, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4961, root_relative_squared_error: 1.0044, unweighted_recall: 0.5037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4939, kb_relative_information_score: 0.0004, mean_absolute_error: 0.4878, mean_prior_absolute_error: 0.4879, weighted_recall: 0.5778, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9825, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4939, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, f_measure: 0.7808, kappa: 0.5495, kb_relative_information_score: 0.475, mean_absolute_error: 0.2621, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7815, number_of_instances: 540, precision: 0.7806, predictive_accuracy: 0.7815, prior_entropy: 0.9825, relative_absolute_error: 0.5371, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3917, root_relative_squared_error: 0.7931, unweighted_recall: 0.7731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8381, f_measure: 0.7526, kappa: 0.49, kb_relative_information_score: 0.4207, mean_absolute_error: 0.2884, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7556, number_of_instances: 540, precision: 0.7544, predictive_accuracy: 0.7556, prior_entropy: 0.9825, relative_absolute_error: 0.591, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.408, root_relative_squared_error: 0.8261, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6959, f_measure: 0.6794, kappa: 0.3442, kb_relative_information_score: 0.1297, mean_absolute_error: 0.4348, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6963, number_of_instances: 540, precision: 0.7026, predictive_accuracy: 0.6963, prior_entropy: 0.9825, relative_absolute_error: 0.8912, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4611, root_relative_squared_error: 0.9336, unweighted_recall: 0.6634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.7201, kappa: 0.4233, kb_relative_information_score: 0.2452, mean_absolute_error: 0.3831, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7278, number_of_instances: 540, precision: 0.7287, predictive_accuracy: 0.7278, prior_entropy: 0.9825, relative_absolute_error: 0.7852, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4254, root_relative_squared_error: 0.8613, unweighted_recall: 0.7048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7593, f_measure: 0.7045, kappa: 0.3931, kb_relative_information_score: 0.158, mean_absolute_error: 0.4236, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7167, number_of_instances: 540, precision: 0.7215, predictive_accuracy: 0.7167, prior_entropy: 0.9825, relative_absolute_error: 0.8682, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9054, unweighted_recall: 0.6881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8334, f_measure: 0.7602, kappa: 0.5072, kb_relative_information_score: 0.4195, mean_absolute_error: 0.2914, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7611, number_of_instances: 540, precision: 0.76, predictive_accuracy: 0.7611, prior_entropy: 0.9825, relative_absolute_error: 0.5972, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4046, root_relative_squared_error: 0.8191, unweighted_recall: 0.7519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6985, f_measure: 0.6653, kappa: 0.3129, kb_relative_information_score: 0.1594, mean_absolute_error: 0.4189, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6796, number_of_instances: 540, precision: 0.6797, predictive_accuracy: 0.6796, prior_entropy: 0.9825, relative_absolute_error: 0.8584, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4612, root_relative_squared_error: 0.9338, unweighted_recall: 0.6495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.7483, kappa: 0.481, kb_relative_information_score: 0.3137, mean_absolute_error: 0.3475, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7519, number_of_instances: 540, precision: 0.7509, predictive_accuracy: 0.7519, prior_entropy: 0.9825, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4171, root_relative_squared_error: 0.8444, unweighted_recall: 0.7357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8351, f_measure: 0.7523, kappa: 0.4892, kb_relative_information_score: 0.3862, mean_absolute_error: 0.3091, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7574, number_of_instances: 540, precision: 0.7584, predictive_accuracy: 0.7574, prior_entropy: 0.9825, relative_absolute_error: 0.6336, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8132, unweighted_recall: 0.7381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.788, kappa: 0.5642, kb_relative_information_score: 0.4653, mean_absolute_error: 0.2689, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7889, number_of_instances: 540, precision: 0.788, predictive_accuracy: 0.7889, prior_entropy: 0.9825, relative_absolute_error: 0.5512, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.391, root_relative_squared_error: 0.7916, unweighted_recall: 0.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7527, f_measure: 0.6963, kappa: 0.3751, kb_relative_information_score: 0.2438, mean_absolute_error: 0.3774, mean_prior_absolute_error: 0.4879, weighted_recall: 0.6981, number_of_instances: 540, precision: 0.6959, predictive_accuracy: 0.6981, prior_entropy: 0.9825, relative_absolute_error: 0.7735, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4437, root_relative_squared_error: 0.8984, unweighted_recall: 0.6856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7659, f_measure: 0.7133, kappa: 0.4092, kb_relative_information_score: 0.2553, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.4879, weighted_recall: 0.7167, number_of_instances: 540, precision: 0.7143, predictive_accuracy: 0.7167, prior_entropy: 0.9825, relative_absolute_error: 0.7676, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4371, root_relative_squared_error: 0.8849, unweighted_recall: 0.7011,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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

OpenML APIs