Task
Supervised Classification on vehicle

Supervised Classification on vehicle

Task 53 Supervised Classification vehicle 25333 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_218 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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25333 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.6287, kappa: 0.5147, kb_relative_information_score: 0.4985, mean_absolute_error: 0.224, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6359, number_of_instances: 846, precision: 0.6256, predictive_accuracy: 0.6359, prior_entropy: 1.9991, relative_absolute_error: 0.5977, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.7932, unweighted_recall: 0.6379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8138, f_measure: 0.628, kappa: 0.5066, kb_relative_information_score: 0.5536, mean_absolute_error: 0.1948, mean_prior_absolute_error: 0.3748, weighted_recall: 0.63, number_of_instances: 846, precision: 0.6297, predictive_accuracy: 0.63, prior_entropy: 1.9991, relative_absolute_error: 0.5197, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3702, root_relative_squared_error: 0.8552, unweighted_recall: 0.6322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.6459, kappa: 0.5381, kb_relative_information_score: 0.5692, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6537, number_of_instances: 846, precision: 0.6447, predictive_accuracy: 0.6537, prior_entropy: 1.9991, relative_absolute_error: 0.5128, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.7522, unweighted_recall: 0.6559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.673, kappa: 0.5697, kb_relative_information_score: 0.589, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6773, number_of_instances: 846, precision: 0.6708, predictive_accuracy: 0.6773, prior_entropy: 1.9991, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3199, root_relative_squared_error: 0.7389, unweighted_recall: 0.6797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.6343, kappa: 0.5194, kb_relative_information_score: 0.5448, mean_absolute_error: 0.2013, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6395, number_of_instances: 846, precision: 0.6311, predictive_accuracy: 0.6395, prior_entropy: 1.9991, relative_absolute_error: 0.537, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.7875, unweighted_recall: 0.6418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8885, f_measure: 0.6876, kappa: 0.5904, kb_relative_information_score: 0.6066, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6927, number_of_instances: 846, precision: 0.6857, predictive_accuracy: 0.6927, prior_entropy: 1.9991, relative_absolute_error: 0.4668, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.7375, unweighted_recall: 0.6962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8411, f_measure: 0.5723, kappa: 0.4565, kb_relative_information_score: 0.4546, mean_absolute_error: 0.2428, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5922, number_of_instances: 846, precision: 0.5741, predictive_accuracy: 0.5922, prior_entropy: 1.9991, relative_absolute_error: 0.6478, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.8182, unweighted_recall: 0.5948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.6754, kappa: 0.5729, kb_relative_information_score: 0.5897, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6797, number_of_instances: 846, precision: 0.6723, predictive_accuracy: 0.6797, prior_entropy: 1.9991, relative_absolute_error: 0.4863, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.7513, unweighted_recall: 0.6821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.6325, kappa: 0.5214, kb_relative_information_score: 0.5261, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6407, number_of_instances: 846, precision: 0.6327, predictive_accuracy: 0.6407, prior_entropy: 1.9991, relative_absolute_error: 0.5692, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3335, root_relative_squared_error: 0.7703, unweighted_recall: 0.6439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.5701, kappa: 0.4442, kb_relative_information_score: 0.4673, mean_absolute_error: 0.2381, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5827, number_of_instances: 846, precision: 0.567, predictive_accuracy: 0.5827, prior_entropy: 1.9991, relative_absolute_error: 0.6352, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3557, root_relative_squared_error: 0.8217, unweighted_recall: 0.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, f_measure: 0.5938, kappa: 0.4756, kb_relative_information_score: 0.5097, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6064, number_of_instances: 846, precision: 0.5892, predictive_accuracy: 0.6064, prior_entropy: 1.9991, relative_absolute_error: 0.5838, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3452, root_relative_squared_error: 0.7974, unweighted_recall: 0.6095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.6208, kappa: 0.5019, kb_relative_information_score: 0.558, mean_absolute_error: 0.1939, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6265, number_of_instances: 846, precision: 0.6167, predictive_accuracy: 0.6265, prior_entropy: 1.9991, relative_absolute_error: 0.5173, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.8271, unweighted_recall: 0.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9096, f_measure: 0.7203, kappa: 0.6328, kb_relative_information_score: 0.6513, mean_absolute_error: 0.1567, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7246, number_of_instances: 846, precision: 0.717, predictive_accuracy: 0.7246, prior_entropy: 1.9991, relative_absolute_error: 0.4182, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.6902, unweighted_recall: 0.7273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, f_measure: 0.5847, kappa: 0.4579, kb_relative_information_score: 0.4879, mean_absolute_error: 0.2292, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5934, number_of_instances: 846, precision: 0.5816, predictive_accuracy: 0.5934, prior_entropy: 1.9991, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8043, unweighted_recall: 0.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, f_measure: 0.5168, kappa: 0.3707, kb_relative_information_score: 0.3536, mean_absolute_error: 0.2817, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5272, number_of_instances: 846, precision: 0.5201, predictive_accuracy: 0.5272, prior_entropy: 1.9991, relative_absolute_error: 0.7516, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3832, root_relative_squared_error: 0.8851, unweighted_recall: 0.5311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.688, kappa: 0.5934, kb_relative_information_score: 0.6057, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.3748, weighted_recall: 0.695, number_of_instances: 846, precision: 0.6845, predictive_accuracy: 0.695, prior_entropy: 1.9991, relative_absolute_error: 0.4703, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.7359, unweighted_recall: 0.6974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.6487, kappa: 0.5398, kb_relative_information_score: 0.5826, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6548, number_of_instances: 846, precision: 0.6446, predictive_accuracy: 0.6548, prior_entropy: 1.9991, relative_absolute_error: 0.4931, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.745, unweighted_recall: 0.6566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.6696, kappa: 0.5649, kb_relative_information_score: 0.5798, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6738, number_of_instances: 846, precision: 0.6678, predictive_accuracy: 0.6738, prior_entropy: 1.9991, relative_absolute_error: 0.4976, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3293, root_relative_squared_error: 0.7608, unweighted_recall: 0.6763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8862, f_measure: 0.662, kappa: 0.5541, kb_relative_information_score: 0.5869, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6655, number_of_instances: 846, precision: 0.6599, predictive_accuracy: 0.6655, prior_entropy: 1.9991, relative_absolute_error: 0.4862, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.7488, unweighted_recall: 0.6684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8501, f_measure: 0.5892, kappa: 0.458, kb_relative_information_score: 0.5103, mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5934, number_of_instances: 846, precision: 0.5865, predictive_accuracy: 0.5934, prior_entropy: 1.9991, relative_absolute_error: 0.5751, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8044, unweighted_recall: 0.5963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.6608, kappa: 0.5572, kb_relative_information_score: 0.5703, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6678, number_of_instances: 846, precision: 0.6566, predictive_accuracy: 0.6678, prior_entropy: 1.9991, relative_absolute_error: 0.5098, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.7824, unweighted_recall: 0.6706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.6921, kappa: 0.59, kb_relative_information_score: 0.6382, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6927, number_of_instances: 846, precision: 0.6918, predictive_accuracy: 0.6927, prior_entropy: 1.9991, relative_absolute_error: 0.4125, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.8266, unweighted_recall: 0.6949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.6863, kappa: 0.5822, kb_relative_information_score: 0.6236, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6868, number_of_instances: 846, precision: 0.6868, predictive_accuracy: 0.6868, prior_entropy: 1.9991, relative_absolute_error: 0.4388, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.335, root_relative_squared_error: 0.7739, unweighted_recall: 0.6889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, f_measure: 0.6641, kappa: 0.5506, kb_relative_information_score: 0.594, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6631, number_of_instances: 846, precision: 0.6661, predictive_accuracy: 0.6631, prior_entropy: 1.9991, relative_absolute_error: 0.4494, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.4104, root_relative_squared_error: 0.948, unweighted_recall: 0.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.6749, kappa: 0.573, kb_relative_information_score: 0.6234, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6797, number_of_instances: 846, precision: 0.6719, predictive_accuracy: 0.6797, prior_entropy: 1.9991, relative_absolute_error: 0.4401, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.7521, unweighted_recall: 0.6829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.6636, kappa: 0.5572, kb_relative_information_score: 0.5933, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6678, number_of_instances: 846, precision: 0.6604, predictive_accuracy: 0.6678, prior_entropy: 1.9991, relative_absolute_error: 0.4774, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.7568, unweighted_recall: 0.6708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, f_measure: 0.7106, kappa: 0.6137, kb_relative_information_score: 0.6614, mean_absolute_error: 0.1455, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7104, number_of_instances: 846, precision: 0.7112, predictive_accuracy: 0.7104, prior_entropy: 1.9991, relative_absolute_error: 0.3881, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.328, root_relative_squared_error: 0.7577, unweighted_recall: 0.7129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.6493, kappa: 0.5397, kb_relative_information_score: 0.5704, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6548, number_of_instances: 846, precision: 0.6458, predictive_accuracy: 0.6548, prior_entropy: 1.9991, relative_absolute_error: 0.5084, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.7689, unweighted_recall: 0.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.552, kappa: 0.4156, kb_relative_information_score: 0.4179, mean_absolute_error: 0.2552, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5615, number_of_instances: 846, precision: 0.5497, predictive_accuracy: 0.5615, prior_entropy: 1.9991, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3678, root_relative_squared_error: 0.8495, unweighted_recall: 0.5635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.6767, kappa: 0.5728, kb_relative_information_score: 0.6063, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6797, number_of_instances: 846, precision: 0.6776, predictive_accuracy: 0.6797, prior_entropy: 1.9991, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.7899, unweighted_recall: 0.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.6836, kappa: 0.5773, kb_relative_information_score: 0.6358, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6832, number_of_instances: 846, precision: 0.6841, predictive_accuracy: 0.6832, prior_entropy: 1.9991, relative_absolute_error: 0.4257, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.319, root_relative_squared_error: 0.7368, unweighted_recall: 0.6853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, f_measure: 0.6104, kappa: 0.4942, kb_relative_information_score: 0.5083, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6206, number_of_instances: 846, precision: 0.6051, predictive_accuracy: 0.6206, prior_entropy: 1.9991, relative_absolute_error: 0.587, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.342, root_relative_squared_error: 0.7899, unweighted_recall: 0.6225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.667, kappa: 0.5602, kb_relative_information_score: 0.6078, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6702, number_of_instances: 846, precision: 0.6651, predictive_accuracy: 0.6702, prior_entropy: 1.9991, relative_absolute_error: 0.4655, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.7431, unweighted_recall: 0.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8405, f_measure: 0.5786, kappa: 0.449, kb_relative_information_score: 0.4555, mean_absolute_error: 0.2377, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5863, number_of_instances: 846, precision: 0.5773, predictive_accuracy: 0.5863, prior_entropy: 1.9991, relative_absolute_error: 0.634, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.8125, unweighted_recall: 0.5899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.787, f_measure: 0.5096, kappa: 0.3547, kb_relative_information_score: 0.3478, mean_absolute_error: 0.2816, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5154, number_of_instances: 846, precision: 0.5115, predictive_accuracy: 0.5154, prior_entropy: 1.9991, relative_absolute_error: 0.7512, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3845, root_relative_squared_error: 0.888, unweighted_recall: 0.5185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8314, f_measure: 0.5823, kappa: 0.4584, kb_relative_information_score: 0.4446, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5934, number_of_instances: 846, precision: 0.5796, predictive_accuracy: 0.5934, prior_entropy: 1.9991, relative_absolute_error: 0.6616, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3596, root_relative_squared_error: 0.8307, unweighted_recall: 0.5965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8355, f_measure: 0.7324, kappa: 0.6437, kb_relative_information_score: 0.681, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7329, number_of_instances: 846, precision: 0.7333, predictive_accuracy: 0.7329, prior_entropy: 1.9991, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3534, root_relative_squared_error: 0.8163, unweighted_recall: 0.7351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.6792, kappa: 0.5728, kb_relative_information_score: 0.6188, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6797, number_of_instances: 846, precision: 0.681, predictive_accuracy: 0.6797, prior_entropy: 1.9991, relative_absolute_error: 0.439, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3395, root_relative_squared_error: 0.7841, unweighted_recall: 0.6818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, f_measure: 0.6592, kappa: 0.546, kb_relative_information_score: 0.5956, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6596, number_of_instances: 846, precision: 0.6591, predictive_accuracy: 0.6596, prior_entropy: 1.9991, relative_absolute_error: 0.4703, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3338, root_relative_squared_error: 0.7711, unweighted_recall: 0.6624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8524, f_measure: 0.6171, kappa: 0.5035, kb_relative_information_score: 0.5001, mean_absolute_error: 0.222, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6277, number_of_instances: 846, precision: 0.6159, predictive_accuracy: 0.6277, prior_entropy: 1.9991, relative_absolute_error: 0.5921, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3517, root_relative_squared_error: 0.8124, unweighted_recall: 0.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.6282, kappa: 0.5115, kb_relative_information_score: 0.5275, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6336, number_of_instances: 846, precision: 0.6246, predictive_accuracy: 0.6336, prior_entropy: 1.9991, relative_absolute_error: 0.5584, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3458, root_relative_squared_error: 0.7988, unweighted_recall: 0.6358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.6949, kappa: 0.5966, kb_relative_information_score: 0.626, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6974, number_of_instances: 846, precision: 0.6932, predictive_accuracy: 0.6974, prior_entropy: 1.9991, relative_absolute_error: 0.4435, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3174, root_relative_squared_error: 0.7331, unweighted_recall: 0.6999,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.6447, kappa: 0.5304, kb_relative_information_score: 0.5664, mean_absolute_error: 0.1909, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6478, number_of_instances: 846, precision: 0.6424, predictive_accuracy: 0.6478, prior_entropy: 1.9991, relative_absolute_error: 0.5093, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3421, root_relative_squared_error: 0.7902, unweighted_recall: 0.6507,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.6707, kappa: 0.576, kb_relative_information_score: 0.5921, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.3748, weighted_recall: 0.682, number_of_instances: 846, precision: 0.6647, predictive_accuracy: 0.682, prior_entropy: 1.9991, relative_absolute_error: 0.4849, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.7452, unweighted_recall: 0.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8827, f_measure: 0.6705, kappa: 0.573, kb_relative_information_score: 0.5939, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6797, number_of_instances: 846, precision: 0.6643, predictive_accuracy: 0.6797, prior_entropy: 1.9991, relative_absolute_error: 0.4817, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.7446, unweighted_recall: 0.6828,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8858, f_measure: 0.6911, kappa: 0.5966, kb_relative_information_score: 0.6235, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6974, number_of_instances: 846, precision: 0.6867, predictive_accuracy: 0.6974, prior_entropy: 1.9991, relative_absolute_error: 0.4463, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3185, root_relative_squared_error: 0.7357, unweighted_recall: 0.7001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8115, f_measure: 0.5232, kappa: 0.3775, kb_relative_information_score: 0.3927, mean_absolute_error: 0.2666, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5331, number_of_instances: 846, precision: 0.5215, predictive_accuracy: 0.5331, prior_entropy: 1.9991, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3746, root_relative_squared_error: 0.8654, unweighted_recall: 0.5344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.6367, kappa: 0.5288, kb_relative_information_score: 0.5485, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6466, number_of_instances: 846, precision: 0.6313, predictive_accuracy: 0.6466, prior_entropy: 1.9991, relative_absolute_error: 0.5349, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.7693, unweighted_recall: 0.6485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.6833, kappa: 0.5871, kb_relative_information_score: 0.621, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6903, number_of_instances: 846, precision: 0.6782, predictive_accuracy: 0.6903, prior_entropy: 1.9991, relative_absolute_error: 0.4402, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.7747, unweighted_recall: 0.6927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.6727, kappa: 0.5585, kb_relative_information_score: 0.6135, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.3748, weighted_recall: 0.669, number_of_instances: 846, precision: 0.6772, predictive_accuracy: 0.669, prior_entropy: 1.9991, relative_absolute_error: 0.438, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.8382, unweighted_recall: 0.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.5527, kappa: 0.4248, kb_relative_information_score: 0.4011, mean_absolute_error: 0.2649, mean_prior_absolute_error: 0.3748, weighted_recall: 0.5686, number_of_instances: 846, precision: 0.5532, predictive_accuracy: 0.5686, prior_entropy: 1.9991, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.8498, unweighted_recall: 0.5706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.7134, kappa: 0.6203, kb_relative_information_score: 0.6558, mean_absolute_error: 0.1497, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7151, number_of_instances: 846, precision: 0.7132, predictive_accuracy: 0.7151, prior_entropy: 1.9991, relative_absolute_error: 0.3994, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.7435, unweighted_recall: 0.7184,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8569, f_measure: 0.6418, kappa: 0.5351, kb_relative_information_score: 0.5481, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6513, number_of_instances: 846, precision: 0.6362, predictive_accuracy: 0.6513, prior_entropy: 1.9991, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3404, root_relative_squared_error: 0.7864, unweighted_recall: 0.6542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.6681, kappa: 0.5585, kb_relative_information_score: 0.5882, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.3748, weighted_recall: 0.669, number_of_instances: 846, precision: 0.6674, predictive_accuracy: 0.669, prior_entropy: 1.9991, relative_absolute_error: 0.481, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3317, root_relative_squared_error: 0.7662, unweighted_recall: 0.6716,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8797, f_measure: 0.6566, kappa: 0.5493, kb_relative_information_score: 0.5654, mean_absolute_error: 0.1955, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6619, number_of_instances: 846, precision: 0.6533, predictive_accuracy: 0.6619, prior_entropy: 1.9991, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.7468, unweighted_recall: 0.6646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8326, f_measure: 0.6674, kappa: 0.5538, kb_relative_information_score: 0.5995, mean_absolute_error: 0.1732, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6655, number_of_instances: 846, precision: 0.6699, predictive_accuracy: 0.6655, prior_entropy: 1.9991, relative_absolute_error: 0.4621, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3591, root_relative_squared_error: 0.8294, unweighted_recall: 0.6678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.6772, kappa: 0.5763, kb_relative_information_score: 0.6062, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.3748, weighted_recall: 0.682, number_of_instances: 846, precision: 0.6755, predictive_accuracy: 0.682, prior_entropy: 1.9991, relative_absolute_error: 0.4625, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.7602, unweighted_recall: 0.6847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8732, f_measure: 0.6421, kappa: 0.5321, kb_relative_information_score: 0.5639, mean_absolute_error: 0.1956, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6489, number_of_instances: 846, precision: 0.6393, predictive_accuracy: 0.6489, prior_entropy: 1.9991, relative_absolute_error: 0.5217, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.7629, unweighted_recall: 0.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8504, f_measure: 0.6017, kappa: 0.4782, kb_relative_information_score: 0.514, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6087, number_of_instances: 846, precision: 0.5985, predictive_accuracy: 0.6087, prior_entropy: 1.9991, relative_absolute_error: 0.5654, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.8082, unweighted_recall: 0.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.6562, kappa: 0.546, kb_relative_information_score: 0.587, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6596, number_of_instances: 846, precision: 0.6538, predictive_accuracy: 0.6596, prior_entropy: 1.9991, relative_absolute_error: 0.4855, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.7556, unweighted_recall: 0.6626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.6531, kappa: 0.5477, kb_relative_information_score: 0.5859, mean_absolute_error: 0.1835, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6608, number_of_instances: 846, precision: 0.6509, predictive_accuracy: 0.6608, prior_entropy: 1.9991, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.752, unweighted_recall: 0.6633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.6113, kappa: 0.5086, kb_relative_information_score: 0.5272, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6312, number_of_instances: 846, precision: 0.6071, predictive_accuracy: 0.6312, prior_entropy: 1.9991, relative_absolute_error: 0.5719, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.334, root_relative_squared_error: 0.7716, unweighted_recall: 0.6346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8468, f_measure: 0.6043, kappa: 0.4862, kb_relative_information_score: 0.4964, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6147, number_of_instances: 846, precision: 0.5991, predictive_accuracy: 0.6147, prior_entropy: 1.9991, relative_absolute_error: 0.6013, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3521, root_relative_squared_error: 0.8134, unweighted_recall: 0.6173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8498, f_measure: 0.6674, kappa: 0.5586, kb_relative_information_score: 0.5998, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.3748, weighted_recall: 0.669, number_of_instances: 846, precision: 0.6666, predictive_accuracy: 0.669, prior_entropy: 1.9991, relative_absolute_error: 0.4652, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3462, root_relative_squared_error: 0.7997, unweighted_recall: 0.6712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.6553, kappa: 0.5537, kb_relative_information_score: 0.5619, mean_absolute_error: 0.1971, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6655, number_of_instances: 846, precision: 0.6548, predictive_accuracy: 0.6655, prior_entropy: 1.9991, relative_absolute_error: 0.5258, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.7476, unweighted_recall: 0.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.6651, kappa: 0.5556, kb_relative_information_score: 0.5888, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6667, number_of_instances: 846, precision: 0.6647, predictive_accuracy: 0.6667, prior_entropy: 1.9991, relative_absolute_error: 0.4856, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3343, root_relative_squared_error: 0.7723, unweighted_recall: 0.6694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.6642, kappa: 0.5599, kb_relative_information_score: 0.5915, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6702, number_of_instances: 846, precision: 0.6607, predictive_accuracy: 0.6702, prior_entropy: 1.9991, relative_absolute_error: 0.483, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7497, unweighted_recall: 0.6709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.6528, kappa: 0.5538, kb_relative_information_score: 0.5816, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6655, number_of_instances: 846, precision: 0.6478, predictive_accuracy: 0.6655, prior_entropy: 1.9991, relative_absolute_error: 0.4954, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.7573, unweighted_recall: 0.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.6689, kappa: 0.5601, kb_relative_information_score: 0.608, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6702, number_of_instances: 846, precision: 0.6681, predictive_accuracy: 0.6702, prior_entropy: 1.9991, relative_absolute_error: 0.4589, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3381, root_relative_squared_error: 0.7809, unweighted_recall: 0.6723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.7178, kappa: 0.6265, kb_relative_information_score: 0.6673, mean_absolute_error: 0.1415, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7199, number_of_instances: 846, precision: 0.7165, predictive_accuracy: 0.7199, prior_entropy: 1.9991, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.7949, unweighted_recall: 0.7226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.6528, kappa: 0.5492, kb_relative_information_score: 0.5928, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6619, number_of_instances: 846, precision: 0.6467, predictive_accuracy: 0.6619, prior_entropy: 1.9991, relative_absolute_error: 0.4751, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7494, unweighted_recall: 0.6646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.669, kappa: 0.565, kb_relative_information_score: 0.6251, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6738, number_of_instances: 846, precision: 0.6651, predictive_accuracy: 0.6738, prior_entropy: 1.9991, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.7373, unweighted_recall: 0.6764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8326, f_measure: 0.6336, kappa: 0.5114, kb_relative_information_score: 0.5779, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6336, number_of_instances: 846, precision: 0.6375, predictive_accuracy: 0.6336, prior_entropy: 1.9991, relative_absolute_error: 0.4823, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3663, root_relative_squared_error: 0.8461, unweighted_recall: 0.6364,

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