OpenML
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: 0.9274, f_measure: 0.7204, kappa: 0.6408, kb_relative_information_score: 0.6029, mean_absolute_error: 0.1879, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7305, number_of_instances: 846, precision: 0.7147, predictive_accuracy: 0.7305, prior_entropy: 1.9991, relative_absolute_error: 0.5012, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.6525, unweighted_recall: 0.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.7474, kappa: 0.6706, kb_relative_information_score: 0.6691, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.3748, weighted_recall: 0.753, number_of_instances: 846, precision: 0.7441, predictive_accuracy: 0.753, prior_entropy: 1.9991, relative_absolute_error: 0.4107, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2698, root_relative_squared_error: 0.6231, unweighted_recall: 0.7557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.7211, kappa: 0.6392, kb_relative_information_score: 0.6451, mean_absolute_error: 0.1663, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7293, number_of_instances: 846, precision: 0.717, predictive_accuracy: 0.7293, prior_entropy: 1.9991, relative_absolute_error: 0.4437, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.6425, unweighted_recall: 0.7324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.7386, kappa: 0.6612, kb_relative_information_score: 0.6501, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7459, number_of_instances: 846, precision: 0.7341, predictive_accuracy: 0.7459, prior_entropy: 1.9991, relative_absolute_error: 0.4418, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.6281, unweighted_recall: 0.7491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.7395, kappa: 0.6628, kb_relative_information_score: 0.6421, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.3748, weighted_recall: 0.747, number_of_instances: 846, precision: 0.7345, predictive_accuracy: 0.747, prior_entropy: 1.9991, relative_absolute_error: 0.4494, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.274, root_relative_squared_error: 0.6328, unweighted_recall: 0.7502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.6988, kappa: 0.6252, kb_relative_information_score: 0.5262, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7187, number_of_instances: 846, precision: 0.6996, predictive_accuracy: 0.7187, prior_entropy: 1.9991, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.702, unweighted_recall: 0.7219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.7212, kappa: 0.644, kb_relative_information_score: 0.585, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7329, number_of_instances: 846, precision: 0.7157, predictive_accuracy: 0.7329, prior_entropy: 1.9991, relative_absolute_error: 0.5247, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2869, root_relative_squared_error: 0.6628, unweighted_recall: 0.7363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.7405, kappa: 0.6627, kb_relative_information_score: 0.6531, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.3748, weighted_recall: 0.747, number_of_instances: 846, precision: 0.736, predictive_accuracy: 0.747, prior_entropy: 1.9991, relative_absolute_error: 0.4348, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.628, unweighted_recall: 0.7502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.7272, kappa: 0.6501, kb_relative_information_score: 0.6372, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7376, number_of_instances: 846, precision: 0.7249, predictive_accuracy: 0.7376, prior_entropy: 1.9991, relative_absolute_error: 0.4572, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.6381, unweighted_recall: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.7386, kappa: 0.6627, kb_relative_information_score: 0.6513, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.3748, weighted_recall: 0.747, number_of_instances: 846, precision: 0.7356, predictive_accuracy: 0.747, prior_entropy: 1.9991, relative_absolute_error: 0.4401, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2715, root_relative_squared_error: 0.6272, unweighted_recall: 0.7499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9321, f_measure: 0.7441, kappa: 0.669, kb_relative_information_score: 0.6536, mean_absolute_error: 0.1636, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7518, number_of_instances: 846, precision: 0.7414, predictive_accuracy: 0.7518, prior_entropy: 1.9991, relative_absolute_error: 0.4364, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2714, root_relative_squared_error: 0.6268, unweighted_recall: 0.7548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.719, kappa: 0.6391, kb_relative_information_score: 0.6275, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7293, number_of_instances: 846, precision: 0.7133, predictive_accuracy: 0.7293, prior_entropy: 1.9991, relative_absolute_error: 0.4703, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.6424, unweighted_recall: 0.7325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.7489, kappa: 0.6737, kb_relative_information_score: 0.6695, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7553, number_of_instances: 846, precision: 0.7459, predictive_accuracy: 0.7553, prior_entropy: 1.9991, relative_absolute_error: 0.4125, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.623, unweighted_recall: 0.7581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.7425, kappa: 0.6659, kb_relative_information_score: 0.6562, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7494, number_of_instances: 846, precision: 0.7392, predictive_accuracy: 0.7494, prior_entropy: 1.9991, relative_absolute_error: 0.4329, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2699, root_relative_squared_error: 0.6234, unweighted_recall: 0.7523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9307, f_measure: 0.7486, kappa: 0.6722, kb_relative_information_score: 0.6658, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7541, number_of_instances: 846, precision: 0.7445, predictive_accuracy: 0.7541, prior_entropy: 1.9991, relative_absolute_error: 0.4163, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.6231, unweighted_recall: 0.7571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.7463, kappa: 0.669, kb_relative_information_score: 0.6744, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7518, number_of_instances: 846, precision: 0.7431, predictive_accuracy: 0.7518, prior_entropy: 1.9991, relative_absolute_error: 0.4046, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.6194, unweighted_recall: 0.7545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.7347, kappa: 0.6549, kb_relative_information_score: 0.6614, mean_absolute_error: 0.1578, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7411, number_of_instances: 846, precision: 0.7322, predictive_accuracy: 0.7411, prior_entropy: 1.9991, relative_absolute_error: 0.421, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2746, root_relative_squared_error: 0.6342, unweighted_recall: 0.7439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.742, kappa: 0.6643, kb_relative_information_score: 0.652, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7482, number_of_instances: 846, precision: 0.7377, predictive_accuracy: 0.7482, prior_entropy: 1.9991, relative_absolute_error: 0.4367, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2716, root_relative_squared_error: 0.6275, unweighted_recall: 0.7513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.7042, kappa: 0.6297, kb_relative_information_score: 0.607, mean_absolute_error: 0.1847, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7222, number_of_instances: 846, precision: 0.7002, predictive_accuracy: 0.7222, prior_entropy: 1.9991, relative_absolute_error: 0.4927, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.6595, unweighted_recall: 0.7255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.6891, kappa: 0.6206, kb_relative_information_score: 0.547, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7151, number_of_instances: 846, precision: 0.7034, predictive_accuracy: 0.7151, prior_entropy: 1.9991, relative_absolute_error: 0.5692, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.694, unweighted_recall: 0.7185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.7316, kappa: 0.6565, kb_relative_information_score: 0.592, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7423, number_of_instances: 846, precision: 0.7284, predictive_accuracy: 0.7423, prior_entropy: 1.9991, relative_absolute_error: 0.5156, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2859, root_relative_squared_error: 0.6604, unweighted_recall: 0.7454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.7225, kappa: 0.6456, kb_relative_information_score: 0.5866, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.3748, weighted_recall: 0.734, number_of_instances: 846, precision: 0.7177, predictive_accuracy: 0.734, prior_entropy: 1.9991, relative_absolute_error: 0.5213, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.287, root_relative_squared_error: 0.6629, unweighted_recall: 0.7375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.7366, kappa: 0.658, kb_relative_information_score: 0.6565, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7435, number_of_instances: 846, precision: 0.7321, predictive_accuracy: 0.7435, prior_entropy: 1.9991, relative_absolute_error: 0.4283, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.273, root_relative_squared_error: 0.6307, unweighted_recall: 0.7468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.7397, kappa: 0.6611, kb_relative_information_score: 0.6693, mean_absolute_error: 0.154, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7459, number_of_instances: 846, precision: 0.7364, predictive_accuracy: 0.7459, prior_entropy: 1.9991, relative_absolute_error: 0.4108, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2699, root_relative_squared_error: 0.6234, unweighted_recall: 0.7487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.723, kappa: 0.6424, kb_relative_information_score: 0.6431, mean_absolute_error: 0.1672, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7317, number_of_instances: 846, precision: 0.7199, predictive_accuracy: 0.7317, prior_entropy: 1.9991, relative_absolute_error: 0.4461, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2787, root_relative_squared_error: 0.6437, unweighted_recall: 0.7347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.7305, kappa: 0.6534, kb_relative_information_score: 0.6048, mean_absolute_error: 0.1879, mean_prior_absolute_error: 0.3748, weighted_recall: 0.74, number_of_instances: 846, precision: 0.7257, predictive_accuracy: 0.74, prior_entropy: 1.9991, relative_absolute_error: 0.5013, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2816, root_relative_squared_error: 0.6505, unweighted_recall: 0.7433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.7449, kappa: 0.6643, kb_relative_information_score: 0.6917, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7482, number_of_instances: 846, precision: 0.7423, predictive_accuracy: 0.7482, prior_entropy: 1.9991, relative_absolute_error: 0.374, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.6335, unweighted_recall: 0.7509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.7437, kappa: 0.6659, kb_relative_information_score: 0.6702, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7494, number_of_instances: 846, precision: 0.7403, predictive_accuracy: 0.7494, prior_entropy: 1.9991, relative_absolute_error: 0.4101, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2698, root_relative_squared_error: 0.6232, unweighted_recall: 0.7523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.7088, kappa: 0.6347, kb_relative_information_score: 0.5431, mean_absolute_error: 0.2157, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7258, number_of_instances: 846, precision: 0.7056, predictive_accuracy: 0.7258, prior_entropy: 1.9991, relative_absolute_error: 0.5754, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2976, root_relative_squared_error: 0.6874, unweighted_recall: 0.7293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.7398, kappa: 0.6628, kb_relative_information_score: 0.6506, mean_absolute_error: 0.1654, mean_prior_absolute_error: 0.3748, weighted_recall: 0.747, number_of_instances: 846, precision: 0.7354, predictive_accuracy: 0.747, prior_entropy: 1.9991, relative_absolute_error: 0.4413, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.6276, unweighted_recall: 0.7502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.7404, kappa: 0.6643, kb_relative_information_score: 0.6482, mean_absolute_error: 0.1664, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7482, number_of_instances: 846, precision: 0.7362, predictive_accuracy: 0.7482, prior_entropy: 1.9991, relative_absolute_error: 0.444, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.6289, unweighted_recall: 0.7513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.7298, kappa: 0.6534, kb_relative_information_score: 0.5939, mean_absolute_error: 0.1923, mean_prior_absolute_error: 0.3748, weighted_recall: 0.74, number_of_instances: 846, precision: 0.7247, predictive_accuracy: 0.74, prior_entropy: 1.9991, relative_absolute_error: 0.5131, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2856, root_relative_squared_error: 0.6598, unweighted_recall: 0.7433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.7309, kappa: 0.6533, kb_relative_information_score: 0.6382, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.3748, weighted_recall: 0.74, number_of_instances: 846, precision: 0.7275, predictive_accuracy: 0.74, prior_entropy: 1.9991, relative_absolute_error: 0.4562, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2755, root_relative_squared_error: 0.6365, unweighted_recall: 0.7428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.7178, kappa: 0.6424, kb_relative_information_score: 0.5974, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7317, number_of_instances: 846, precision: 0.713, predictive_accuracy: 0.7317, prior_entropy: 1.9991, relative_absolute_error: 0.5098, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2842, root_relative_squared_error: 0.6564, unweighted_recall: 0.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9259, f_measure: 0.7326, kappa: 0.6565, kb_relative_information_score: 0.5942, mean_absolute_error: 0.1923, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7423, number_of_instances: 846, precision: 0.7279, predictive_accuracy: 0.7423, prior_entropy: 1.9991, relative_absolute_error: 0.5129, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.6595, unweighted_recall: 0.7455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.6746, kappa: 0.6003, kb_relative_information_score: 0.4666, mean_absolute_error: 0.2467, mean_prior_absolute_error: 0.3748, weighted_recall: 0.6998, number_of_instances: 846, precision: 0.6838, predictive_accuracy: 0.6998, prior_entropy: 1.9991, relative_absolute_error: 0.6583, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3208, root_relative_squared_error: 0.741, unweighted_recall: 0.7032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.6811, kappa: 0.6031, kb_relative_information_score: 0.5663, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7021, number_of_instances: 846, precision: 0.6802, predictive_accuracy: 0.7021, prior_entropy: 1.9991, relative_absolute_error: 0.5361, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.6959, unweighted_recall: 0.7055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.7398, kappa: 0.6628, kb_relative_information_score: 0.6506, mean_absolute_error: 0.1654, mean_prior_absolute_error: 0.3748, weighted_recall: 0.747, number_of_instances: 846, precision: 0.7354, predictive_accuracy: 0.747, prior_entropy: 1.9991, relative_absolute_error: 0.4413, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.6276, unweighted_recall: 0.7502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.7478, kappa: 0.6706, kb_relative_information_score: 0.6662, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.3748, weighted_recall: 0.753, number_of_instances: 846, precision: 0.7438, predictive_accuracy: 0.753, prior_entropy: 1.9991, relative_absolute_error: 0.4156, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.6241, unweighted_recall: 0.7559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.7461, kappa: 0.669, kb_relative_information_score: 0.6452, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7518, number_of_instances: 846, precision: 0.7423, predictive_accuracy: 0.7518, prior_entropy: 1.9991, relative_absolute_error: 0.4449, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.6348, unweighted_recall: 0.7549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.7523, kappa: 0.6753, kb_relative_information_score: 0.6804, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7565, number_of_instances: 846, precision: 0.7497, predictive_accuracy: 0.7565, prior_entropy: 1.9991, relative_absolute_error: 0.3928, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.6255, unweighted_recall: 0.7591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.7315, kappa: 0.6549, kb_relative_information_score: 0.6396, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7411, number_of_instances: 846, precision: 0.7269, predictive_accuracy: 0.7411, prior_entropy: 1.9991, relative_absolute_error: 0.453, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2766, root_relative_squared_error: 0.6389, unweighted_recall: 0.7442,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.7989, kappa: 0.7368, kb_relative_information_score: 0.6505, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.3748, weighted_recall: 0.8026, number_of_instances: 846, precision: 0.7964, predictive_accuracy: 0.8026, prior_entropy: 1.9991, relative_absolute_error: 0.4562, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.6314, unweighted_recall: 0.805,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.7796, kappa: 0.7099, kb_relative_information_score: 0.7361, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7825, number_of_instances: 846, precision: 0.7776, predictive_accuracy: 0.7825, prior_entropy: 1.9991, relative_absolute_error: 0.3013, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3055, root_relative_squared_error: 0.7057, unweighted_recall: 0.7851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.7796, kappa: 0.7099, kb_relative_information_score: 0.7361, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7825, number_of_instances: 846, precision: 0.7776, predictive_accuracy: 0.7825, prior_entropy: 1.9991, relative_absolute_error: 0.3013, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3055, root_relative_squared_error: 0.7057, unweighted_recall: 0.7851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.7656, kappa: 0.6926, kb_relative_information_score: 0.7189, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7695, number_of_instances: 846, precision: 0.7629, predictive_accuracy: 0.7695, prior_entropy: 1.9991, relative_absolute_error: 0.3212, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3066, root_relative_squared_error: 0.7082, unweighted_recall: 0.7723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.7762, kappa: 0.7068, kb_relative_information_score: 0.7282, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7801, number_of_instances: 846, precision: 0.7731, predictive_accuracy: 0.7801, prior_entropy: 1.9991, relative_absolute_error: 0.3119, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3035, root_relative_squared_error: 0.701, unweighted_recall: 0.7829,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.7796, kappa: 0.7099, kb_relative_information_score: 0.7361, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7825, number_of_instances: 846, precision: 0.7776, predictive_accuracy: 0.7825, prior_entropy: 1.9991, relative_absolute_error: 0.3013, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3055, root_relative_squared_error: 0.7057, unweighted_recall: 0.7851,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.7621, kappa: 0.6879, kb_relative_information_score: 0.725, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.3748, weighted_recall: 0.766, number_of_instances: 846, precision: 0.759, predictive_accuracy: 0.766, prior_entropy: 1.9991, relative_absolute_error: 0.3171, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.6897, unweighted_recall: 0.7687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.7621, kappa: 0.6879, kb_relative_information_score: 0.725, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.3748, weighted_recall: 0.766, number_of_instances: 846, precision: 0.759, predictive_accuracy: 0.766, prior_entropy: 1.9991, relative_absolute_error: 0.3171, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.6897, unweighted_recall: 0.7687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.7621, kappa: 0.6879, kb_relative_information_score: 0.725, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.3748, weighted_recall: 0.766, number_of_instances: 846, precision: 0.759, predictive_accuracy: 0.766, prior_entropy: 1.9991, relative_absolute_error: 0.3171, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.6897, unweighted_recall: 0.7687,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.7649, kappa: 0.691, kb_relative_information_score: 0.716, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.3748, weighted_recall: 0.7683, number_of_instances: 846, precision: 0.7623, predictive_accuracy: 0.7683, prior_entropy: 1.9991, relative_absolute_error: 0.3266, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.707, unweighted_recall: 0.7711,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.7621, kappa: 0.6879, kb_relative_information_score: 0.725, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.759, predictive_accuracy: 0.766, prior_entropy: 1.9991, recall: 0.766, relative_absolute_error: 0.3171, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.6897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.7986, kappa: 0.7336, kb_relative_information_score: 0.7286, mean_absolute_error: 0.1319, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.7972, predictive_accuracy: 0.8002, prior_entropy: 1.9991, recall: 0.8002, relative_absolute_error: 0.3518, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.5764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.8387, kappa: 0.7856, kb_relative_information_score: 0.7625, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.8382, predictive_accuracy: 0.8392, prior_entropy: 1.9991, recall: 0.8392, relative_absolute_error: 0.3101, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.7288, kappa: 0.6373, kb_relative_information_score: 0.6401, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.7297, predictive_accuracy: 0.7281, prior_entropy: 1.9991, recall: 0.7281, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.6639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.6424, kappa: 0.5524, kb_relative_information_score: 0.5397, mean_absolute_error: 0.2167, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.6419, predictive_accuracy: 0.6643, prior_entropy: 1.9991, recall: 0.6643, relative_absolute_error: 0.5782, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.7737, kappa: 0.7036, kb_relative_information_score: 0.6807, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.7708, predictive_accuracy: 0.7778, prior_entropy: 1.9991, recall: 0.7778, relative_absolute_error: 0.4091, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2692, root_relative_squared_error: 0.6218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.8324, kappa: 0.7761, kb_relative_information_score: 0.7457, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.8326, predictive_accuracy: 0.8322, prior_entropy: 1.9991, recall: 0.8322, relative_absolute_error: 0.3315, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.5583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.7718, kappa: 0.6941, kb_relative_information_score: 0.6934, mean_absolute_error: 0.1465, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.7729, predictive_accuracy: 0.7707, prior_entropy: 1.9991, recall: 0.7707, relative_absolute_error: 0.3908, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.6128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.799, kappa: 0.7352, kb_relative_information_score: 0.7079, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.7971, predictive_accuracy: 0.8014, prior_entropy: 1.9991, recall: 0.8014, relative_absolute_error: 0.3755, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2567, root_relative_squared_error: 0.5929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.7258, kappa: 0.6326, kb_relative_information_score: 0.6357, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.7272, predictive_accuracy: 0.7246, prior_entropy: 1.9991, recall: 0.7246, relative_absolute_error: 0.4565, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2891, root_relative_squared_error: 0.6679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.7704, kappa: 0.6925, kb_relative_information_score: 0.6932, mean_absolute_error: 0.1466, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.7714, predictive_accuracy: 0.7695, prior_entropy: 1.9991, recall: 0.7695, relative_absolute_error: 0.3911, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5898, kappa: 0.1899, kb_relative_information_score: 0.0777, mean_absolute_error: 0.3625, mean_prior_absolute_error: 0.3748, number_of_instances: 846, predictive_accuracy: 0.3853, prior_entropy: 1.9991, recall: 0.3853, relative_absolute_error: 0.9672, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.4227, root_relative_squared_error: 0.9765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.7977, kappa: 0.732, kb_relative_information_score: 0.7249, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.7967, predictive_accuracy: 0.7991, prior_entropy: 1.9991, recall: 0.7991, relative_absolute_error: 0.3543, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2482, root_relative_squared_error: 0.5734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.8544, kappa: 0.8061, kb_relative_information_score: 0.7701, mean_absolute_error: 0.1123, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.8543, predictive_accuracy: 0.8546, prior_entropy: 1.9991, recall: 0.8546, relative_absolute_error: 0.2995, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.5263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.8287, kappa: 0.773, kb_relative_information_score: 0.7481, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.828, predictive_accuracy: 0.8298, prior_entropy: 1.9991, recall: 0.8298, relative_absolute_error: 0.3287, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2393, root_relative_squared_error: 0.5529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8231, f_measure: 0.537, kappa: 0.4293, kb_relative_information_score: 0.3679, mean_absolute_error: 0.2811, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.5427, predictive_accuracy: 0.5709, prior_entropy: 1.9991, recall: 0.5709, relative_absolute_error: 0.75, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.3684, root_relative_squared_error: 0.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.8268, kappa: 0.7699, kb_relative_information_score: 0.7508, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.8267, predictive_accuracy: 0.8274, prior_entropy: 1.9991, recall: 0.8274, relative_absolute_error: 0.3234, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.2374, root_relative_squared_error: 0.5484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7613, f_measure: 0.3051, kappa: 0.2129, kb_relative_information_score: 0.223, mean_absolute_error: 0.3265, mean_prior_absolute_error: 0.3748, number_of_instances: 846, precision: 0.4283, predictive_accuracy: 0.4043, prior_entropy: 1.9991, recall: 0.4043, relative_absolute_error: 0.871, root_mean_prior_squared_error: 0.4329, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.9358,

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