OpenML
Supervised Classification on breast-w

Supervised Classification on breast-w

Task 15 Supervised Classification breast-w 24606 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_50 study_70 study_98 study_99 under100k under1m
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24606 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.9143, kappa: 0.8108, kb_relative_information_score: 0.7085, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9142, number_of_instances: 699, precision: 0.9146, predictive_accuracy: 0.9142, prior_entropy: 0.9293, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5798, unweighted_recall: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.9143, kappa: 0.8108, kb_relative_information_score: 0.7085, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9142, number_of_instances: 699, precision: 0.9146, predictive_accuracy: 0.9142, prior_entropy: 0.9293, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5798, unweighted_recall: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.9143, kappa: 0.8108, kb_relative_information_score: 0.7085, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9142, number_of_instances: 699, precision: 0.9146, predictive_accuracy: 0.9142, prior_entropy: 0.9293, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5798, unweighted_recall: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.9143, kappa: 0.8108, kb_relative_information_score: 0.7085, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9142, number_of_instances: 699, precision: 0.9146, predictive_accuracy: 0.9142, prior_entropy: 0.9293, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5798, unweighted_recall: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.9143, kappa: 0.8108, kb_relative_information_score: 0.7085, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9142, number_of_instances: 699, precision: 0.9146, predictive_accuracy: 0.9142, prior_entropy: 0.9293, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5798, unweighted_recall: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.9143, kappa: 0.8108, kb_relative_information_score: 0.7085, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9142, number_of_instances: 699, precision: 0.9146, predictive_accuracy: 0.9142, prior_entropy: 0.9293, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5798, unweighted_recall: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9686, kappa: 0.9307, kb_relative_information_score: 0.766, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.9689, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.2721, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4152, unweighted_recall: 0.9681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.9143, kappa: 0.8108, kb_relative_information_score: 0.7085, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9142, number_of_instances: 699, precision: 0.9146, predictive_accuracy: 0.9142, prior_entropy: 0.9293, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5798, unweighted_recall: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.9143, kappa: 0.8108, kb_relative_information_score: 0.7085, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9142, number_of_instances: 699, precision: 0.9146, predictive_accuracy: 0.9142, prior_entropy: 0.9293, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5798, unweighted_recall: 0.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.9141, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.0823, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.4058, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9642, kappa: 0.9208, kb_relative_information_score: 0.8897, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9642, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.1182, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.3337, unweighted_recall: 0.9599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9729, kappa: 0.9401, kb_relative_information_score: 0.9004, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9731, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.3361, unweighted_recall: 0.9724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.9583, kappa: 0.9074, kb_relative_information_score: 0.9042, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.9585, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.0918, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.4285, unweighted_recall: 0.9497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.9249, kappa: 0.8356, kb_relative_information_score: 0.825, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9242, number_of_instances: 699, precision: 0.9273, predictive_accuracy: 0.9242, prior_entropy: 0.9293, relative_absolute_error: 0.1678, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2754, root_relative_squared_error: 0.5793, unweighted_recall: 0.9264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9657, kappa: 0.924, kb_relative_information_score: 0.8964, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.108, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.3469, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9715, kappa: 0.937, kb_relative_information_score: 0.887, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9714, number_of_instances: 699, precision: 0.9717, predictive_accuracy: 0.9714, prior_entropy: 0.9293, relative_absolute_error: 0.1218, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.3328, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9541, kappa: 0.8981, kb_relative_information_score: 0.861, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9542, number_of_instances: 699, precision: 0.9541, predictive_accuracy: 0.9542, prior_entropy: 0.9293, relative_absolute_error: 0.1456, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3876, unweighted_recall: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9613, kappa: 0.9143, kb_relative_information_score: 0.164, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8347, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.9483, kappa: 0.8851, kb_relative_information_score: 0.8811, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9485, number_of_instances: 699, precision: 0.9484, predictive_accuracy: 0.9485, prior_entropy: 0.9293, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4775, unweighted_recall: 0.9391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.9627, kappa: 0.9173, kb_relative_information_score: 0.9141, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.0823, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.4058, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9628, kappa: 0.9175, kb_relative_information_score: 0.8823, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9627, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1262, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.3453, unweighted_recall: 0.9579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9729, kappa: 0.9401, kb_relative_information_score: 0.9004, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9728, number_of_instances: 699, precision: 0.9731, predictive_accuracy: 0.9728, prior_entropy: 0.9293, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.3361, unweighted_recall: 0.9724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.9583, kappa: 0.9074, kb_relative_information_score: 0.9042, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.9585, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.0918, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.4285, unweighted_recall: 0.9497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.9249, kappa: 0.8356, kb_relative_information_score: 0.825, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9242, number_of_instances: 699, precision: 0.9273, predictive_accuracy: 0.9242, prior_entropy: 0.9293, relative_absolute_error: 0.1678, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2754, root_relative_squared_error: 0.5793, unweighted_recall: 0.9264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9657, kappa: 0.924, kb_relative_information_score: 0.8964, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.108, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.3469, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9686, kappa: 0.9309, kb_relative_information_score: 0.8848, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9685, number_of_instances: 699, precision: 0.969, predictive_accuracy: 0.9685, prior_entropy: 0.9293, relative_absolute_error: 0.1244, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.3337, unweighted_recall: 0.9691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9528, kappa: 0.8954, kb_relative_information_score: 0.8606, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9528, number_of_instances: 699, precision: 0.9527, predictive_accuracy: 0.9528, prior_entropy: 0.9293, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.3912, unweighted_recall: 0.9473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9613, kappa: 0.9143, kb_relative_information_score: 0.164, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8347, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.9497, kappa: 0.8882, kb_relative_information_score: 0.8844, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9499, number_of_instances: 699, precision: 0.9498, predictive_accuracy: 0.9499, prior_entropy: 0.9293, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.4708, unweighted_recall: 0.9402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9613, kappa: 0.9143, kb_relative_information_score: 0.164, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8347, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.9497, kappa: 0.8884, kb_relative_information_score: 0.8844, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9499, number_of_instances: 699, precision: 0.9498, predictive_accuracy: 0.9499, prior_entropy: 0.9293, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.4708, unweighted_recall: 0.9411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9613, kappa: 0.9143, kb_relative_information_score: 0.164, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8347, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.9411, kappa: 0.8693, kb_relative_information_score: 0.8646, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9413, number_of_instances: 699, precision: 0.9411, predictive_accuracy: 0.9413, prior_entropy: 0.9293, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.5096, unweighted_recall: 0.9316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9613, kappa: 0.9143, kb_relative_information_score: 0.164, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8347, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.9469, kappa: 0.882, kb_relative_information_score: 0.8778, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9471, number_of_instances: 699, precision: 0.9469, predictive_accuracy: 0.9471, prior_entropy: 0.9293, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.4841, unweighted_recall: 0.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9613, kappa: 0.9143, kb_relative_information_score: 0.164, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8347, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.9439, kappa: 0.8754, kb_relative_information_score: 0.8712, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9442, number_of_instances: 699, precision: 0.944, predictive_accuracy: 0.9442, prior_entropy: 0.9293, relative_absolute_error: 0.1235, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2362, root_relative_squared_error: 0.497, unweighted_recall: 0.9338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9613, kappa: 0.9143, kb_relative_information_score: 0.164, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8347, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.9497, kappa: 0.8884, kb_relative_information_score: 0.8844, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9499, number_of_instances: 699, precision: 0.9498, predictive_accuracy: 0.9499, prior_entropy: 0.9293, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.4708, unweighted_recall: 0.9411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9613, kappa: 0.9143, kb_relative_information_score: 0.164, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8347, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.9455, kappa: 0.879, kb_relative_information_score: 0.8745, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9456, number_of_instances: 699, precision: 0.9455, predictive_accuracy: 0.9456, prior_entropy: 0.9293, relative_absolute_error: 0.1203, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.4906, unweighted_recall: 0.9369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9613, kappa: 0.9143, kb_relative_information_score: 0.164, mean_absolute_error: 0.3777, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.8347, unweighted_recall: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9359, f_measure: 0.9454, kappa: 0.8787, kb_relative_information_score: 0.8745, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9456, number_of_instances: 699, precision: 0.9455, predictive_accuracy: 0.9456, prior_entropy: 0.9293, relative_absolute_error: 0.1203, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.4906, unweighted_recall: 0.9359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.9411, kappa: 0.8693, kb_relative_information_score: 0.8646, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9413, number_of_instances: 699, precision: 0.9411, predictive_accuracy: 0.9413, prior_entropy: 0.9293, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.5096, unweighted_recall: 0.9316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.9425, kappa: 0.8723, kb_relative_information_score: 0.8679, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9428, number_of_instances: 699, precision: 0.9426, predictive_accuracy: 0.9428, prior_entropy: 0.9293, relative_absolute_error: 0.1266, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.5033, unweighted_recall: 0.9327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.9453, kappa: 0.8782, kb_relative_information_score: 0.8745, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9456, number_of_instances: 699, precision: 0.9456, predictive_accuracy: 0.9456, prior_entropy: 0.9293, relative_absolute_error: 0.1203, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.4906, unweighted_recall: 0.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.9439, kappa: 0.8752, kb_relative_information_score: 0.8712, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9442, number_of_instances: 699, precision: 0.9441, predictive_accuracy: 0.9442, prior_entropy: 0.9293, relative_absolute_error: 0.1235, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2362, root_relative_squared_error: 0.497, unweighted_recall: 0.9328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.9483, kappa: 0.8853, kb_relative_information_score: 0.8811, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9485, number_of_instances: 699, precision: 0.9483, predictive_accuracy: 0.9485, prior_entropy: 0.9293, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4775, unweighted_recall: 0.9401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.9512, kappa: 0.8917, kb_relative_information_score: 0.8877, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9514, number_of_instances: 699, precision: 0.9512, predictive_accuracy: 0.9514, prior_entropy: 0.9293, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.464, unweighted_recall: 0.9432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.9526, kappa: 0.8946, kb_relative_information_score: 0.891, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9528, number_of_instances: 699, precision: 0.9527, predictive_accuracy: 0.9528, prior_entropy: 0.9293, relative_absolute_error: 0.1045, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.4571, unweighted_recall: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.9483, kappa: 0.8853, kb_relative_information_score: 0.8811, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9485, number_of_instances: 699, precision: 0.9483, predictive_accuracy: 0.9485, prior_entropy: 0.9293, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4775, unweighted_recall: 0.9401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9643, kappa: 0.9209, kb_relative_information_score: 0.8915, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9643, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.3588, unweighted_recall: 0.9609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9418, kappa: 0.8723, kb_relative_information_score: 0.7915, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9413, number_of_instances: 699, precision: 0.9434, predictive_accuracy: 0.9413, prior_entropy: 0.9293, relative_absolute_error: 0.2209, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.4625, unweighted_recall: 0.9434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.957, kappa: 0.9046, kb_relative_information_score: 0.8542, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9571, number_of_instances: 699, precision: 0.957, predictive_accuracy: 0.9571, prior_entropy: 0.9293, relative_absolute_error: 0.154, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.3979, unweighted_recall: 0.9505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9614, kappa: 0.9148, kb_relative_information_score: 0.8771, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9615, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.132, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.3718, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9657, kappa: 0.924, kb_relative_information_score: 0.8803, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.3698, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9586, kappa: 0.9084, kb_relative_information_score: 0.8739, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.9587, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.1359, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3681, unweighted_recall: 0.9556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9657, kappa: 0.9243, kb_relative_information_score: 0.8927, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9659, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1125, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.3489, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9586, kappa: 0.9084, kb_relative_information_score: 0.8756, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.9587, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1833, root_relative_squared_error: 0.3856, unweighted_recall: 0.9556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9513, kappa: 0.8921, kb_relative_information_score: 0.8583, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9514, number_of_instances: 699, precision: 0.9513, predictive_accuracy: 0.9514, prior_entropy: 0.9293, relative_absolute_error: 0.1487, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.3906, unweighted_recall: 0.9452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9614, kappa: 0.9146, kb_relative_information_score: 0.7551, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9614, number_of_instances: 699, precision: 0.9614, predictive_accuracy: 0.9614, prior_entropy: 0.9293, relative_absolute_error: 0.2902, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.4042, unweighted_recall: 0.9577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9572, kappa: 0.9056, kb_relative_information_score: 0.8573, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9571, number_of_instances: 699, precision: 0.9575, predictive_accuracy: 0.9571, prior_entropy: 0.9293, relative_absolute_error: 0.154, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.3964, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9657, kappa: 0.9242, kb_relative_information_score: 0.8799, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9657, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1282, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3654, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9628, kappa: 0.9177, kb_relative_information_score: 0.9029, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.0973, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.3694, unweighted_recall: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9643, kappa: 0.9211, kb_relative_information_score: 0.899, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9644, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.1026, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.3553, unweighted_recall: 0.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9585, kappa: 0.9081, kb_relative_information_score: 0.8875, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.9585, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.3578, unweighted_recall: 0.9536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9585, kappa: 0.9083, kb_relative_information_score: 0.8823, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9585, number_of_instances: 699, precision: 0.9586, predictive_accuracy: 0.9585, prior_entropy: 0.9293, relative_absolute_error: 0.1207, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.3778, unweighted_recall: 0.9546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9601, kappa: 0.9119, kb_relative_information_score: 0.8415, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9599, number_of_instances: 699, precision: 0.9603, predictive_accuracy: 0.9599, prior_entropy: 0.9293, relative_absolute_error: 0.1766, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.389, unweighted_recall: 0.9586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9643, kappa: 0.9209, kb_relative_information_score: 0.8545, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9642, number_of_instances: 699, precision: 0.9643, predictive_accuracy: 0.9642, prior_entropy: 0.9293, relative_absolute_error: 0.1644, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.362, unweighted_recall: 0.9609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9657, kappa: 0.9243, kb_relative_information_score: 0.8865, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9657, number_of_instances: 699, precision: 0.9659, predictive_accuracy: 0.9657, prior_entropy: 0.9293, relative_absolute_error: 0.1207, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3622, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9556, kappa: 0.9017, kb_relative_information_score: 0.8881, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9557, number_of_instances: 699, precision: 0.9556, predictive_accuracy: 0.9557, prior_entropy: 0.9293, relative_absolute_error: 0.1113, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.4034, unweighted_recall: 0.9504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.9503, kappa: 0.8908, kb_relative_information_score: 0.7403, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9499, number_of_instances: 699, precision: 0.9515, predictive_accuracy: 0.9499, prior_entropy: 0.9293, relative_absolute_error: 0.3003, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.208, root_relative_squared_error: 0.4377, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9544, kappa: 0.8993, kb_relative_information_score: 0.8502, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9542, number_of_instances: 699, precision: 0.9546, predictive_accuracy: 0.9542, prior_entropy: 0.9293, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.4065, unweighted_recall: 0.9523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9558, kappa: 0.9027, kb_relative_information_score: 0.8567, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9557, number_of_instances: 699, precision: 0.9564, predictive_accuracy: 0.9557, prior_entropy: 0.9293, relative_absolute_error: 0.1538, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.19, root_relative_squared_error: 0.3997, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9628, kappa: 0.9177, kb_relative_information_score: 0.8716, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.178, root_relative_squared_error: 0.3745, unweighted_recall: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9545, kappa: 0.8999, kb_relative_information_score: 0.8453, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9542, number_of_instances: 699, precision: 0.9553, predictive_accuracy: 0.9542, prior_entropy: 0.9293, relative_absolute_error: 0.1652, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4145, unweighted_recall: 0.9552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9599, kappa: 0.9113, kb_relative_information_score: 0.8062, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9599, number_of_instances: 699, precision: 0.9599, predictive_accuracy: 0.9599, prior_entropy: 0.9293, relative_absolute_error: 0.2231, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.184, root_relative_squared_error: 0.3872, unweighted_recall: 0.9557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9628, kappa: 0.9178, kb_relative_information_score: 0.8929, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.4519, weighted_recall: 0.9628, number_of_instances: 699, precision: 0.9629, predictive_accuracy: 0.9628, prior_entropy: 0.9293, relative_absolute_error: 0.111, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.355, unweighted_recall: 0.9598,

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