OpenML
Supervised Classification on cmc

Supervised Classification on cmc

Task 23 Supervised Classification cmc 19084 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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19084 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6449, f_measure: 0.5362, kappa: 0.2826, kb_relative_information_score: 488.7207, mean_absolute_error: 0.3105, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5409, predictive_accuracy: 0.5343, prior_entropy: 1.5392, recall: 0.5343, relative_absolute_error: 0.7207, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5572, root_relative_squared_error: 1.2006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6447, f_measure: 0.54, kappa: 0.2865, kb_relative_information_score: 502.7203, mean_absolute_error: 0.3032, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5399, predictive_accuracy: 0.5451, prior_entropy: 1.5392, recall: 0.5451, relative_absolute_error: 0.7038, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5507, root_relative_squared_error: 1.1865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5795, f_measure: 0.4554, kappa: 0.1579, kb_relative_information_score: 325.879, mean_absolute_error: 0.3634, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4561, predictive_accuracy: 0.4549, prior_entropy: 1.5392, recall: 0.4549, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6029, root_relative_squared_error: 1.2989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5829, f_measure: 0.4594, kappa: 0.1644, kb_relative_information_score: 334.208, mean_absolute_error: 0.3607, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4599, predictive_accuracy: 0.4589, prior_entropy: 1.5392, recall: 0.4589, relative_absolute_error: 0.8373, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6006, root_relative_squared_error: 1.2941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.457, f_measure: 0.3077, kappa: -0.082, kb_relative_information_score: 48.1171, mean_absolute_error: 0.4476, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3103, predictive_accuracy: 0.3286, prior_entropy: 1.5392, recall: 0.3286, relative_absolute_error: 1.039, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.669, root_relative_squared_error: 1.4415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, kappa: 0.0013, kb_relative_information_score: 219.2112, mean_absolute_error: 0.3815, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.4277, prior_entropy: 1.5392, recall: 0.4277, relative_absolute_error: 0.8856, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6177, root_relative_squared_error: 1.3309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6219, f_measure: 0.5109, kappa: 0.241, kb_relative_information_score: 439.9116, mean_absolute_error: 0.325, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5126, predictive_accuracy: 0.5126, prior_entropy: 1.5392, recall: 0.5126, relative_absolute_error: 0.7543, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5701, root_relative_squared_error: 1.2283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5308, f_measure: 0.3372, kappa: 0.0656, kb_relative_information_score: 279.9334, mean_absolute_error: 0.3643, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4627, predictive_accuracy: 0.4535, prior_entropy: 1.5392, recall: 0.4535, relative_absolute_error: 0.8457, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6036, root_relative_squared_error: 1.3006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5609, f_measure: 0.412, kappa: 0.1237, kb_relative_information_score: 324.1745, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4597, predictive_accuracy: 0.4725, prior_entropy: 1.5392, recall: 0.4725, relative_absolute_error: 0.8163, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.593, root_relative_squared_error: 1.2777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.653, f_measure: 0.5493, kappa: 0.302, kb_relative_information_score: 519.5046, mean_absolute_error: 0.3001, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.55, predictive_accuracy: 0.5499, prior_entropy: 1.5392, recall: 0.5499, relative_absolute_error: 0.6965, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5478, root_relative_squared_error: 1.1803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5946, f_measure: 0.4754, kappa: 0.1887, kb_relative_information_score: 374.8789, mean_absolute_error: 0.3449, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4788, predictive_accuracy: 0.4827, prior_entropy: 1.5392, recall: 0.4827, relative_absolute_error: 0.8005, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5873, root_relative_squared_error: 1.2653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5889, f_measure: 0.4694, kappa: 0.1773, kb_relative_information_score: 360.5533, mean_absolute_error: 0.3499, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4672, predictive_accuracy: 0.4752, prior_entropy: 1.5392, recall: 0.4752, relative_absolute_error: 0.812, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5915, root_relative_squared_error: 1.2744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.619, f_measure: 0.5066, kappa: 0.2349, kb_relative_information_score: 430.8483, mean_absolute_error: 0.3281, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5065, predictive_accuracy: 0.5078, prior_entropy: 1.5392, recall: 0.5078, relative_absolute_error: 0.7616, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5728, root_relative_squared_error: 1.2342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5971, f_measure: 0.4802, kappa: 0.1941, kb_relative_information_score: 378.0207, mean_absolute_error: 0.3462, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4801, predictive_accuracy: 0.4807, prior_entropy: 1.5392, recall: 0.4807, relative_absolute_error: 0.8036, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5884, root_relative_squared_error: 1.2678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.5026, kappa: 0.2287, kb_relative_information_score: 422.5771, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5032, predictive_accuracy: 0.5031, prior_entropy: 1.5392, recall: 0.5031, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5756, root_relative_squared_error: 1.2402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6506, f_measure: 0.546, kappa: 0.2968, kb_relative_information_score: 512.2072, mean_absolute_error: 0.3023, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5474, predictive_accuracy: 0.5465, prior_entropy: 1.5392, recall: 0.5465, relative_absolute_error: 0.7017, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5498, root_relative_squared_error: 1.1847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5077, f_measure: 0.278, kappa: 0.0166, kb_relative_information_score: 234.2125, mean_absolute_error: 0.377, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4936, predictive_accuracy: 0.4345, prior_entropy: 1.5392, recall: 0.4345, relative_absolute_error: 0.8751, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.614, root_relative_squared_error: 1.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6135, f_measure: 0.4988, kappa: 0.2234, kb_relative_information_score: 413.5698, mean_absolute_error: 0.334, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5007, predictive_accuracy: 0.499, prior_entropy: 1.5392, recall: 0.499, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5779, root_relative_squared_error: 1.2453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6435, f_measure: 0.5377, kappa: 0.2826, kb_relative_information_score: 495.4296, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5388, predictive_accuracy: 0.5411, prior_entropy: 1.5392, recall: 0.5411, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5531, root_relative_squared_error: 1.1918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6055, f_measure: 0.4893, kappa: 0.2103, kb_relative_information_score: 398.219, mean_absolute_error: 0.3403, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4893, predictive_accuracy: 0.4895, prior_entropy: 1.5392, recall: 0.4895, relative_absolute_error: 0.79, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5834, root_relative_squared_error: 1.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4767, f_measure: 0.3345, kappa: -0.043, kb_relative_information_score: 103.4233, mean_absolute_error: 0.4291, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3597, predictive_accuracy: 0.3564, prior_entropy: 1.5392, recall: 0.3564, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.655, root_relative_squared_error: 1.4113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, kappa: 0.0013, kb_relative_information_score: 219.2112, mean_absolute_error: 0.3815, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.4277, prior_entropy: 1.5392, recall: 0.4277, relative_absolute_error: 0.8856, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6177, root_relative_squared_error: 1.3309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4931, f_measure: 0.3534, kappa: -0.0082, kb_relative_information_score: 140.7228, mean_absolute_error: 0.4186, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3583, predictive_accuracy: 0.372, prior_entropy: 1.5392, recall: 0.372, relative_absolute_error: 0.9717, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.647, root_relative_squared_error: 1.3941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4434, f_measure: 0.2918, kappa: -0.1102, kb_relative_information_score: 29.664, mean_absolute_error: 0.4521, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3286, predictive_accuracy: 0.3218, prior_entropy: 1.5392, recall: 0.3218, relative_absolute_error: 1.0495, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6724, root_relative_squared_error: 1.4488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4442, f_measure: 0.2902, kappa: -0.11, kb_relative_information_score: 17.785, mean_absolute_error: 0.4562, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.2875, predictive_accuracy: 0.3157, prior_entropy: 1.5392, recall: 0.3157, relative_absolute_error: 1.0589, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6754, root_relative_squared_error: 1.4553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6327, f_measure: 0.5224, kappa: 0.2618, kb_relative_information_score: 463.9448, mean_absolute_error: 0.3191, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5236, predictive_accuracy: 0.5214, prior_entropy: 1.5392, recall: 0.5214, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5649, root_relative_squared_error: 1.2171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6316, f_measure: 0.5217, kappa: 0.2603, kb_relative_information_score: 463.5195, mean_absolute_error: 0.3195, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.523, predictive_accuracy: 0.5207, prior_entropy: 1.5392, recall: 0.5207, relative_absolute_error: 0.7417, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5653, root_relative_squared_error: 1.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6312, f_measure: 0.5212, kappa: 0.2577, kb_relative_information_score: 460.3845, mean_absolute_error: 0.3182, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5208, predictive_accuracy: 0.5227, prior_entropy: 1.5392, recall: 0.5227, relative_absolute_error: 0.7385, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5641, root_relative_squared_error: 1.2154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6473, f_measure: 0.5435, kappa: 0.292, kb_relative_information_score: 509.3319, mean_absolute_error: 0.3019, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.543, predictive_accuracy: 0.5472, prior_entropy: 1.5392, recall: 0.5472, relative_absolute_error: 0.7007, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5494, root_relative_squared_error: 1.1838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5698, f_measure: 0.4442, kappa: 0.1427, kb_relative_information_score: 330.0967, mean_absolute_error: 0.3571, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.45, predictive_accuracy: 0.4644, prior_entropy: 1.5392, recall: 0.4644, relative_absolute_error: 0.8289, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5976, root_relative_squared_error: 1.2876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.583, f_measure: 0.4586, kappa: 0.1625, kb_relative_information_score: 332.116, mean_absolute_error: 0.3594, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4582, predictive_accuracy: 0.461, prior_entropy: 1.5392, recall: 0.461, relative_absolute_error: 0.8341, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5995, root_relative_squared_error: 1.2916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4629, f_measure: 0.3172, kappa: -0.0707, kb_relative_information_score: 70.5675, mean_absolute_error: 0.4395, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3319, predictive_accuracy: 0.3408, prior_entropy: 1.5392, recall: 0.3408, relative_absolute_error: 1.0201, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6629, root_relative_squared_error: 1.4284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6239, f_measure: 0.5121, kappa: 0.2435, kb_relative_information_score: 441.2103, mean_absolute_error: 0.3245, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5122, predictive_accuracy: 0.5132, prior_entropy: 1.5392, recall: 0.5132, relative_absolute_error: 0.7532, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5697, root_relative_squared_error: 1.2274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4662, f_measure: 0.3011, kappa: -0.0636, kb_relative_information_score: 57.851, mean_absolute_error: 0.4458, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3268, predictive_accuracy: 0.3313, prior_entropy: 1.5392, recall: 0.3313, relative_absolute_error: 1.0348, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6677, root_relative_squared_error: 1.4386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6164, f_measure: 0.5038, kappa: 0.23, kb_relative_information_score: 424.6612, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5046, predictive_accuracy: 0.5044, prior_entropy: 1.5392, recall: 0.5044, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5748, root_relative_squared_error: 1.2385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4703, f_measure: 0.325, kappa: -0.0568, kb_relative_information_score: 78.7941, mean_absolute_error: 0.4372, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3235, predictive_accuracy: 0.3442, prior_entropy: 1.5392, recall: 0.3442, relative_absolute_error: 1.0148, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6612, root_relative_squared_error: 1.4247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6504, f_measure: 0.546, kappa: 0.2967, kb_relative_information_score: 514.2391, mean_absolute_error: 0.2996, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5456, predictive_accuracy: 0.5506, prior_entropy: 1.5392, recall: 0.5506, relative_absolute_error: 0.6954, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5474, root_relative_squared_error: 1.1794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6223, f_measure: 0.5091, kappa: 0.2418, kb_relative_information_score: 437.1199, mean_absolute_error: 0.3281, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.511, predictive_accuracy: 0.5078, prior_entropy: 1.5392, recall: 0.5078, relative_absolute_error: 0.7616, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5728, root_relative_squared_error: 1.2342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6481, f_measure: 0.5434, kappa: 0.2924, kb_relative_information_score: 508.842, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5428, predictive_accuracy: 0.5479, prior_entropy: 1.5392, recall: 0.5479, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.549, root_relative_squared_error: 1.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5724, f_measure: 0.4489, kappa: 0.1486, kb_relative_information_score: 336.3294, mean_absolute_error: 0.3562, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4527, predictive_accuracy: 0.4657, prior_entropy: 1.5392, recall: 0.4657, relative_absolute_error: 0.8268, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5968, root_relative_squared_error: 1.2859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.591, f_measure: 0.4729, kappa: 0.1821, kb_relative_information_score: 369.2356, mean_absolute_error: 0.3467, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.471, predictive_accuracy: 0.48, prior_entropy: 1.5392, recall: 0.48, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5888, root_relative_squared_error: 1.2687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5929, f_measure: 0.4731, kappa: 0.1845, kb_relative_information_score: 364.1742, mean_absolute_error: 0.3503, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4722, predictive_accuracy: 0.4745, prior_entropy: 1.5392, recall: 0.4745, relative_absolute_error: 0.8131, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5919, root_relative_squared_error: 1.2753,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4641, f_measure: 0.2904, kappa: -0.0682, kb_relative_information_score: 54.7521, mean_absolute_error: 0.4463, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3344, predictive_accuracy: 0.3306, prior_entropy: 1.5392, recall: 0.3306, relative_absolute_error: 1.0358, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.668, root_relative_squared_error: 1.4394,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6413, f_measure: 0.5316, kappa: 0.2755, kb_relative_information_score: 479.1952, mean_absolute_error: 0.3136, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5362, predictive_accuracy: 0.5295, prior_entropy: 1.5392, recall: 0.5295, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.56, root_relative_squared_error: 1.2067,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.5027, kappa: 0.2287, kb_relative_information_score: 422.5771, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5033, predictive_accuracy: 0.5031, prior_entropy: 1.5392, recall: 0.5031, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5756, root_relative_squared_error: 1.2402,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6427, f_measure: 0.5349, kappa: 0.2804, kb_relative_information_score: 488.5303, mean_absolute_error: 0.3105, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5365, predictive_accuracy: 0.5343, prior_entropy: 1.5392, recall: 0.5343, relative_absolute_error: 0.7207, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5572, root_relative_squared_error: 1.2006,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, f_measure: 0.5172, kappa: 0.2514, kb_relative_information_score: 472.9097, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5318, predictive_accuracy: 0.535, prior_entropy: 1.5392, recall: 0.535, relative_absolute_error: 0.7196, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5568, root_relative_squared_error: 1.1997,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6168, f_measure: 0.5041, kappa: 0.2309, kb_relative_information_score: 425.602, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5047, predictive_accuracy: 0.5044, prior_entropy: 1.5392, recall: 0.5044, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5748, root_relative_squared_error: 1.2385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5974, f_measure: 0.4774, kappa: 0.1929, kb_relative_information_score: 373.4507, mean_absolute_error: 0.348, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4776, predictive_accuracy: 0.4779, prior_entropy: 1.5392, recall: 0.4779, relative_absolute_error: 0.8078, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.59, root_relative_squared_error: 1.2711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5722, f_measure: 0.4493, kappa: 0.1443, kb_relative_information_score: 322.6291, mean_absolute_error: 0.3603, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4473, predictive_accuracy: 0.4596, prior_entropy: 1.5392, recall: 0.4596, relative_absolute_error: 0.8362, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6002, root_relative_squared_error: 1.2933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6349, f_measure: 0.5245, kappa: 0.265, kb_relative_information_score: 466.8399, mean_absolute_error: 0.3177, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5261, predictive_accuracy: 0.5234, prior_entropy: 1.5392, recall: 0.5234, relative_absolute_error: 0.7375, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5637, root_relative_squared_error: 1.2145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4829, f_measure: 0.3436, kappa: -0.0287, kb_relative_information_score: 121.2284, mean_absolute_error: 0.4245, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.35, predictive_accuracy: 0.3632, prior_entropy: 1.5392, recall: 0.3632, relative_absolute_error: 0.9854, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6516, root_relative_squared_error: 1.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6234, f_measure: 0.5138, kappa: 0.2468, kb_relative_information_score: 449.5963, mean_absolute_error: 0.3236, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5132, predictive_accuracy: 0.5146, prior_entropy: 1.5392, recall: 0.5146, relative_absolute_error: 0.7511, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5689, root_relative_squared_error: 1.2257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4847, f_measure: 0.3122, kappa: -0.0287, kb_relative_information_score: 113.0978, mean_absolute_error: 0.4259, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3695, predictive_accuracy: 0.3612, prior_entropy: 1.5392, recall: 0.3612, relative_absolute_error: 0.9885, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6526, root_relative_squared_error: 1.4061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6429, f_measure: 0.5358, kappa: 0.2811, kb_relative_information_score: 490.5613, mean_absolute_error: 0.3091, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5356, predictive_accuracy: 0.5363, prior_entropy: 1.5392, recall: 0.5363, relative_absolute_error: 0.7175, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.556, root_relative_squared_error: 1.198,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6555, f_measure: 0.5533, kappa: 0.3076, kb_relative_information_score: 528.4939, mean_absolute_error: 0.2964, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5531, predictive_accuracy: 0.5553, prior_entropy: 1.5392, recall: 0.5553, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.1731,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.548, f_measure: 0.4118, kappa: 0.1014, kb_relative_information_score: 293.7155, mean_absolute_error: 0.3666, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4324, predictive_accuracy: 0.4501, prior_entropy: 1.5392, recall: 0.4501, relative_absolute_error: 0.8509, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6055, root_relative_squared_error: 1.3046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4654, f_measure: 0.2787, kappa: -0.0653, kb_relative_information_score: 49.6867, mean_absolute_error: 0.449, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3626, predictive_accuracy: 0.3265, prior_entropy: 1.5392, recall: 0.3265, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6701, root_relative_squared_error: 1.4437,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5557, f_measure: 0.4209, kappa: 0.116, kb_relative_information_score: 307.8338, mean_absolute_error: 0.3625, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4368, predictive_accuracy: 0.4562, prior_entropy: 1.5392, recall: 0.4562, relative_absolute_error: 0.8415, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6021, root_relative_squared_error: 1.2973,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6086, f_measure: 0.4948, kappa: 0.2164, kb_relative_information_score: 409.1493, mean_absolute_error: 0.3345, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4945, predictive_accuracy: 0.4983, prior_entropy: 1.5392, recall: 0.4983, relative_absolute_error: 0.7763, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5783, root_relative_squared_error: 1.2461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6085, f_measure: 0.4963, kappa: 0.2165, kb_relative_information_score: 413.778, mean_absolute_error: 0.3317, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4979, predictive_accuracy: 0.5024, prior_entropy: 1.5392, recall: 0.5024, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.576, root_relative_squared_error: 1.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5014, kappa: 0.003, kb_relative_information_score: 220.7469, mean_absolute_error: 0.3811, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.4284, prior_entropy: 1.5392, recall: 0.4284, relative_absolute_error: 0.8845, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6173, root_relative_squared_error: 1.3301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6436, f_measure: 0.5398, kappa: 0.2864, kb_relative_information_score: 505.7062, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5409, predictive_accuracy: 0.5479, prior_entropy: 1.5392, recall: 0.5479, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.549, root_relative_squared_error: 1.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6552, f_measure: 0.5507, kappa: 0.3042, kb_relative_information_score: 520.4575, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5508, predictive_accuracy: 0.5513, prior_entropy: 1.5392, recall: 0.5513, relative_absolute_error: 0.6944, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.547, root_relative_squared_error: 1.1785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4779, f_measure: 0.3372, kappa: -0.0401, kb_relative_information_score: 108.0094, mean_absolute_error: 0.4277, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.367, predictive_accuracy: 0.3585, prior_entropy: 1.5392, recall: 0.3585, relative_absolute_error: 0.9927, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.654, root_relative_squared_error: 1.4091,

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