Task
Supervised Classification on Bioresponse

Supervised Classification on Bioresponse

Task 14966 Supervised Classification Bioresponse 19047 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.7686, kappa: 0.5332, kb_relative_information_score: 0.4073, mean_absolute_error: 0.3077, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7691, number_of_instances: 3751, precision: 0.7688, predictive_accuracy: 0.7691, prior_entropy: 0.9948, relative_absolute_error: 0.6197, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4081, root_relative_squared_error: 0.8192, unweighted_recall: 0.7656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8488, f_measure: 0.7762, kappa: 0.5487, kb_relative_information_score: 0.4323, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7766, number_of_instances: 3751, precision: 0.7763, predictive_accuracy: 0.7766, prior_entropy: 0.9948, relative_absolute_error: 0.5935, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.7963, unweighted_recall: 0.7735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.7715, kappa: 0.5389, kb_relative_information_score: 0.3293, mean_absolute_error: 0.3533, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7723, number_of_instances: 3751, precision: 0.7722, predictive_accuracy: 0.7723, prior_entropy: 0.9948, relative_absolute_error: 0.7117, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4058, root_relative_squared_error: 0.8145, unweighted_recall: 0.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.7903, kappa: 0.577, kb_relative_information_score: 0.4167, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7907, number_of_instances: 3751, precision: 0.7905, predictive_accuracy: 0.7907, prior_entropy: 0.9948, relative_absolute_error: 0.6153, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3902, root_relative_squared_error: 0.7832, unweighted_recall: 0.7875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8344, f_measure: 0.7667, kappa: 0.5293, kb_relative_information_score: 0.3911, mean_absolute_error: 0.3177, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7673, number_of_instances: 3751, precision: 0.7669, predictive_accuracy: 0.7673, prior_entropy: 0.9948, relative_absolute_error: 0.6399, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4041, root_relative_squared_error: 0.8111, unweighted_recall: 0.7636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8386, f_measure: 0.7724, kappa: 0.541, kb_relative_information_score: 0.4156, mean_absolute_error: 0.3032, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7729, number_of_instances: 3751, precision: 0.7725, predictive_accuracy: 0.7729, prior_entropy: 0.9948, relative_absolute_error: 0.6108, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.8094, unweighted_recall: 0.7697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8461, f_measure: 0.785, kappa: 0.5663, kb_relative_information_score: 0.3724, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7854, number_of_instances: 3751, precision: 0.7851, predictive_accuracy: 0.7854, prior_entropy: 0.9948, relative_absolute_error: 0.6647, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.7985, unweighted_recall: 0.7822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8202, f_measure: 0.7591, kappa: 0.5141, kb_relative_information_score: 0.3528, mean_absolute_error: 0.3374, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7595, number_of_instances: 3751, precision: 0.7591, predictive_accuracy: 0.7595, prior_entropy: 0.9948, relative_absolute_error: 0.6797, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4125, root_relative_squared_error: 0.8279, unweighted_recall: 0.7563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, f_measure: 0.7744, kappa: 0.545, kb_relative_information_score: 0.3815, mean_absolute_error: 0.3236, mean_prior_absolute_error: 0.4964, weighted_recall: 0.775, number_of_instances: 3751, precision: 0.7747, predictive_accuracy: 0.775, prior_entropy: 0.9948, relative_absolute_error: 0.652, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3984, root_relative_squared_error: 0.7996, unweighted_recall: 0.7715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8405, f_measure: 0.776, kappa: 0.5485, kb_relative_information_score: 0.4248, mean_absolute_error: 0.2987, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7761, number_of_instances: 3751, precision: 0.7759, predictive_accuracy: 0.7761, prior_entropy: 0.9948, relative_absolute_error: 0.6017, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4018, root_relative_squared_error: 0.8066, unweighted_recall: 0.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.7677, kappa: 0.5316, kb_relative_information_score: 0.401, mean_absolute_error: 0.3105, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7681, number_of_instances: 3751, precision: 0.7677, predictive_accuracy: 0.7681, prior_entropy: 0.9948, relative_absolute_error: 0.6255, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4096, root_relative_squared_error: 0.8221, unweighted_recall: 0.7651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.836, f_measure: 0.7717, kappa: 0.5397, kb_relative_information_score: 0.3974, mean_absolute_error: 0.3136, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7721, number_of_instances: 3751, precision: 0.7717, predictive_accuracy: 0.7721, prior_entropy: 0.9948, relative_absolute_error: 0.6317, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.8112, unweighted_recall: 0.7691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.7644, kappa: 0.5247, kb_relative_information_score: 0.3746, mean_absolute_error: 0.3258, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7651, number_of_instances: 3751, precision: 0.7648, predictive_accuracy: 0.7651, prior_entropy: 0.9948, relative_absolute_error: 0.6564, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4083, root_relative_squared_error: 0.8195, unweighted_recall: 0.7611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8194, f_measure: 0.7522, kappa: 0.5002, kb_relative_information_score: 0.4079, mean_absolute_error: 0.3036, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7526, number_of_instances: 3751, precision: 0.7522, predictive_accuracy: 0.7526, prior_entropy: 0.9948, relative_absolute_error: 0.6116, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4205, root_relative_squared_error: 0.844, unweighted_recall: 0.7494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.7549, kappa: 0.5057, kb_relative_information_score: 0.3654, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7553, number_of_instances: 3751, precision: 0.7549, predictive_accuracy: 0.7553, prior_entropy: 0.9948, relative_absolute_error: 0.6632, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4182, root_relative_squared_error: 0.8394, unweighted_recall: 0.7522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8338, f_measure: 0.769, kappa: 0.5343, kb_relative_information_score: 0.427, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7691, number_of_instances: 3751, precision: 0.7689, predictive_accuracy: 0.7691, prior_entropy: 0.9948, relative_absolute_error: 0.5952, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4092, root_relative_squared_error: 0.8213, unweighted_recall: 0.7668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8432, f_measure: 0.7711, kappa: 0.5385, kb_relative_information_score: 0.4339, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7713, number_of_instances: 3751, precision: 0.771, predictive_accuracy: 0.7713, prior_entropy: 0.9948, relative_absolute_error: 0.5882, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8081, unweighted_recall: 0.7688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, f_measure: 0.7812, kappa: 0.5588, kb_relative_information_score: 0.4165, mean_absolute_error: 0.3043, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7817, number_of_instances: 3751, precision: 0.7814, predictive_accuracy: 0.7817, prior_entropy: 0.9948, relative_absolute_error: 0.6131, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.7978, unweighted_recall: 0.7785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8494, f_measure: 0.7817, kappa: 0.5597, kb_relative_information_score: 0.3895, mean_absolute_error: 0.3201, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7822, number_of_instances: 3751, precision: 0.7819, predictive_accuracy: 0.7822, prior_entropy: 0.9948, relative_absolute_error: 0.6448, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.7938, unweighted_recall: 0.7789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.7788, kappa: 0.5539, kb_relative_information_score: 0.3681, mean_absolute_error: 0.3323, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7793, number_of_instances: 3751, precision: 0.7789, predictive_accuracy: 0.7793, prior_entropy: 0.9948, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.7987, unweighted_recall: 0.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.84, f_measure: 0.7706, kappa: 0.5373, kb_relative_information_score: 0.4349, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.4964, weighted_recall: 0.771, number_of_instances: 3751, precision: 0.7706, predictive_accuracy: 0.771, prior_entropy: 0.9948, relative_absolute_error: 0.5881, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4039, root_relative_squared_error: 0.8107, unweighted_recall: 0.7678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.78, kappa: 0.5563, kb_relative_information_score: 0.3698, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7803, number_of_instances: 3751, precision: 0.78, predictive_accuracy: 0.7803, prior_entropy: 0.9948, relative_absolute_error: 0.6673, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4001, root_relative_squared_error: 0.803, unweighted_recall: 0.7774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.7592, kappa: 0.5143, kb_relative_information_score: 0.4029, mean_absolute_error: 0.3088, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7595, number_of_instances: 3751, precision: 0.7591, predictive_accuracy: 0.7595, prior_entropy: 0.9948, relative_absolute_error: 0.622, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.408, root_relative_squared_error: 0.819, unweighted_recall: 0.7565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.7524, kappa: 0.5004, kb_relative_information_score: 0.3861, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7531, number_of_instances: 3751, precision: 0.7527, predictive_accuracy: 0.7531, prior_entropy: 0.9948, relative_absolute_error: 0.6385, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4201, root_relative_squared_error: 0.8431, unweighted_recall: 0.7491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.7657, kappa: 0.5274, kb_relative_information_score: 0.4056, mean_absolute_error: 0.3071, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7662, number_of_instances: 3751, precision: 0.7658, predictive_accuracy: 0.7662, prior_entropy: 0.9948, relative_absolute_error: 0.6186, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4104, root_relative_squared_error: 0.8238, unweighted_recall: 0.7628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.7821, kappa: 0.5605, kb_relative_information_score: 0.4061, mean_absolute_error: 0.3116, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7825, number_of_instances: 3751, precision: 0.7822, predictive_accuracy: 0.7825, prior_entropy: 0.9948, relative_absolute_error: 0.6278, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3928, root_relative_squared_error: 0.7883, unweighted_recall: 0.7794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.7697, kappa: 0.5356, kb_relative_information_score: 0.409, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7702, number_of_instances: 3751, precision: 0.7698, predictive_accuracy: 0.7702, prior_entropy: 0.9948, relative_absolute_error: 0.6183, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8099, unweighted_recall: 0.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, f_measure: 0.7746, kappa: 0.5453, kb_relative_information_score: 0.4144, mean_absolute_error: 0.3048, mean_prior_absolute_error: 0.4964, weighted_recall: 0.775, number_of_instances: 3751, precision: 0.7747, predictive_accuracy: 0.775, prior_entropy: 0.9948, relative_absolute_error: 0.6139, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.399, root_relative_squared_error: 0.8009, unweighted_recall: 0.7718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8434, f_measure: 0.7793, kappa: 0.5548, kb_relative_information_score: 0.3622, mean_absolute_error: 0.3359, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7798, number_of_instances: 3751, precision: 0.7795, predictive_accuracy: 0.7798, prior_entropy: 0.9948, relative_absolute_error: 0.6767, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3994, root_relative_squared_error: 0.8017, unweighted_recall: 0.7764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8426, f_measure: 0.774, kappa: 0.5441, kb_relative_information_score: 0.4067, mean_absolute_error: 0.3099, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7745, number_of_instances: 3751, precision: 0.7741, predictive_accuracy: 0.7745, prior_entropy: 0.9948, relative_absolute_error: 0.6242, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.8, unweighted_recall: 0.7711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.7731, kappa: 0.5423, kb_relative_information_score: 0.4114, mean_absolute_error: 0.3057, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7737, number_of_instances: 3751, precision: 0.7734, predictive_accuracy: 0.7737, prior_entropy: 0.9948, relative_absolute_error: 0.6157, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4058, root_relative_squared_error: 0.8145, unweighted_recall: 0.7701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8508, f_measure: 0.7877, kappa: 0.5719, kb_relative_information_score: 0.4148, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7881, number_of_instances: 3751, precision: 0.7878, predictive_accuracy: 0.7881, prior_entropy: 0.9948, relative_absolute_error: 0.6166, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3935, root_relative_squared_error: 0.7899, unweighted_recall: 0.7851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.7694, kappa: 0.5348, kb_relative_information_score: 0.3135, mean_absolute_error: 0.361, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7702, number_of_instances: 3751, precision: 0.77, predictive_accuracy: 0.7702, prior_entropy: 0.9948, relative_absolute_error: 0.7272, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4102, root_relative_squared_error: 0.8234, unweighted_recall: 0.7661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, f_measure: 0.7549, kappa: 0.5055, kb_relative_information_score: 0.3526, mean_absolute_error: 0.3366, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7555, number_of_instances: 3751, precision: 0.7551, predictive_accuracy: 0.7555, prior_entropy: 0.9948, relative_absolute_error: 0.678, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4157, root_relative_squared_error: 0.8345, unweighted_recall: 0.7517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.7633, kappa: 0.523, kb_relative_information_score: 0.3771, mean_absolute_error: 0.3236, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7635, number_of_instances: 3751, precision: 0.7633, predictive_accuracy: 0.7635, prior_entropy: 0.9948, relative_absolute_error: 0.6519, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4146, root_relative_squared_error: 0.8322, unweighted_recall: 0.7611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8298, f_measure: 0.7601, kappa: 0.5163, kb_relative_information_score: 0.3899, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7606, number_of_instances: 3751, precision: 0.7602, predictive_accuracy: 0.7606, prior_entropy: 0.9948, relative_absolute_error: 0.6378, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.8183, unweighted_recall: 0.7573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8524, f_measure: 0.7808, kappa: 0.5579, kb_relative_information_score: 0.4381, mean_absolute_error: 0.2926, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7811, number_of_instances: 3751, precision: 0.7808, predictive_accuracy: 0.7811, prior_entropy: 0.9948, relative_absolute_error: 0.5893, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3931, root_relative_squared_error: 0.7891, unweighted_recall: 0.7782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, f_measure: 0.7737, kappa: 0.5437, kb_relative_information_score: 0.4057, mean_absolute_error: 0.3097, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7739, number_of_instances: 3751, precision: 0.7736, predictive_accuracy: 0.7739, prior_entropy: 0.9948, relative_absolute_error: 0.6239, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.8002, unweighted_recall: 0.7713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8272, f_measure: 0.7573, kappa: 0.5104, kb_relative_information_score: 0.4076, mean_absolute_error: 0.3057, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7579, number_of_instances: 3751, precision: 0.7575, predictive_accuracy: 0.7579, prior_entropy: 0.9948, relative_absolute_error: 0.6158, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.412, root_relative_squared_error: 0.827, unweighted_recall: 0.7542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.7541, kappa: 0.5042, kb_relative_information_score: 0.3697, mean_absolute_error: 0.327, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7545, number_of_instances: 3751, precision: 0.7541, predictive_accuracy: 0.7545, prior_entropy: 0.9948, relative_absolute_error: 0.6587, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.416, root_relative_squared_error: 0.8349, unweighted_recall: 0.7515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8477, f_measure: 0.7764, kappa: 0.5489, kb_relative_information_score: 0.4195, mean_absolute_error: 0.302, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7769, number_of_instances: 3751, precision: 0.7766, predictive_accuracy: 0.7769, prior_entropy: 0.9948, relative_absolute_error: 0.6083, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.7976, unweighted_recall: 0.7735,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.7797, kappa: 0.5558, kb_relative_information_score: 0.4192, mean_absolute_error: 0.3027, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7801, number_of_instances: 3751, precision: 0.7798, predictive_accuracy: 0.7801, prior_entropy: 0.9948, relative_absolute_error: 0.6098, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3933, root_relative_squared_error: 0.7894, unweighted_recall: 0.7772,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8198, f_measure: 0.7591, kappa: 0.5141, kb_relative_information_score: 0.3493, mean_absolute_error: 0.3398, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7595, number_of_instances: 3751, precision: 0.7591, predictive_accuracy: 0.7595, prior_entropy: 0.9948, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.8273, unweighted_recall: 0.7562,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8164, f_measure: 0.7524, kappa: 0.5011, kb_relative_information_score: 0.3949, mean_absolute_error: 0.3118, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7526, number_of_instances: 3751, precision: 0.7524, predictive_accuracy: 0.7526, prior_entropy: 0.9948, relative_absolute_error: 0.6281, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4198, root_relative_squared_error: 0.8427, unweighted_recall: 0.7502,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7826, kappa: 0.5615, kb_relative_information_score: 0.4045, mean_absolute_error: 0.3128, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7833, number_of_instances: 3751, precision: 0.7831, predictive_accuracy: 0.7833, prior_entropy: 0.9948, relative_absolute_error: 0.63, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3922, root_relative_squared_error: 0.7873, unweighted_recall: 0.7795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.852, f_measure: 0.7865, kappa: 0.5695, kb_relative_information_score: 0.4453, mean_absolute_error: 0.2882, mean_prior_absolute_error: 0.4964, weighted_recall: 0.787, number_of_instances: 3751, precision: 0.7867, predictive_accuracy: 0.787, prior_entropy: 0.9948, relative_absolute_error: 0.5805, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3939, root_relative_squared_error: 0.7906, unweighted_recall: 0.7838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8419, f_measure: 0.7732, kappa: 0.5425, kb_relative_information_score: 0.397, mean_absolute_error: 0.3149, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7737, number_of_instances: 3751, precision: 0.7733, predictive_accuracy: 0.7737, prior_entropy: 0.9948, relative_absolute_error: 0.6344, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.8024, unweighted_recall: 0.7703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.7785, kappa: 0.5532, kb_relative_information_score: 0.4016, mean_absolute_error: 0.3136, mean_prior_absolute_error: 0.4964, weighted_recall: 0.779, number_of_instances: 3751, precision: 0.7787, predictive_accuracy: 0.779, prior_entropy: 0.9948, relative_absolute_error: 0.6316, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3933, root_relative_squared_error: 0.7893, unweighted_recall: 0.7757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8521, f_measure: 0.7834, kappa: 0.5633, kb_relative_information_score: 0.3922, mean_absolute_error: 0.3196, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7838, number_of_instances: 3751, precision: 0.7835, predictive_accuracy: 0.7838, prior_entropy: 0.9948, relative_absolute_error: 0.6439, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3934, root_relative_squared_error: 0.7896, unweighted_recall: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.7751, kappa: 0.5465, kb_relative_information_score: 0.4162, mean_absolute_error: 0.3045, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7755, number_of_instances: 3751, precision: 0.7752, predictive_accuracy: 0.7755, prior_entropy: 0.9948, relative_absolute_error: 0.6133, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.7953, unweighted_recall: 0.7724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8408, f_measure: 0.7769, kappa: 0.5501, kb_relative_information_score: 0.426, mean_absolute_error: 0.2983, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7774, number_of_instances: 3751, precision: 0.7771, predictive_accuracy: 0.7774, prior_entropy: 0.9948, relative_absolute_error: 0.6008, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8058, unweighted_recall: 0.7741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.851, f_measure: 0.7821, kappa: 0.5605, kb_relative_information_score: 0.4201, mean_absolute_error: 0.3026, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7827, number_of_instances: 3751, precision: 0.7825, predictive_accuracy: 0.7827, prior_entropy: 0.9948, relative_absolute_error: 0.6095, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.394, root_relative_squared_error: 0.7908, unweighted_recall: 0.7791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, f_measure: 0.7808, kappa: 0.5579, kb_relative_information_score: 0.3708, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7811, number_of_instances: 3751, precision: 0.7808, predictive_accuracy: 0.7811, prior_entropy: 0.9948, relative_absolute_error: 0.6673, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.397, root_relative_squared_error: 0.7969, unweighted_recall: 0.7782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8281, f_measure: 0.7681, kappa: 0.5322, kb_relative_information_score: 0.3524, mean_absolute_error: 0.3394, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7686, number_of_instances: 3751, precision: 0.7682, predictive_accuracy: 0.7686, prior_entropy: 0.9948, relative_absolute_error: 0.6837, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4079, root_relative_squared_error: 0.8187, unweighted_recall: 0.7652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, f_measure: 0.784, kappa: 0.5645, kb_relative_information_score: 0.4249, mean_absolute_error: 0.3009, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7843, number_of_instances: 3751, precision: 0.784, predictive_accuracy: 0.7843, prior_entropy: 0.9948, relative_absolute_error: 0.6061, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3935, root_relative_squared_error: 0.7898, unweighted_recall: 0.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.7664, kappa: 0.5291, kb_relative_information_score: 0.4119, mean_absolute_error: 0.3042, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7667, number_of_instances: 3751, precision: 0.7664, predictive_accuracy: 0.7667, prior_entropy: 0.9948, relative_absolute_error: 0.6127, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4072, root_relative_squared_error: 0.8174, unweighted_recall: 0.7639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8369, f_measure: 0.7744, kappa: 0.545, kb_relative_information_score: 0.3408, mean_absolute_error: 0.3465, mean_prior_absolute_error: 0.4964, weighted_recall: 0.775, number_of_instances: 3751, precision: 0.7747, predictive_accuracy: 0.775, prior_entropy: 0.9948, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4048, root_relative_squared_error: 0.8125, unweighted_recall: 0.7715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.7888, kappa: 0.574, kb_relative_information_score: 0.408, mean_absolute_error: 0.3105, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7894, number_of_instances: 3751, precision: 0.7892, predictive_accuracy: 0.7894, prior_entropy: 0.9948, relative_absolute_error: 0.6255, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3936, root_relative_squared_error: 0.7899, unweighted_recall: 0.7858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.7452, kappa: 0.4861, kb_relative_information_score: 0.4001, mean_absolute_error: 0.3073, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7457, number_of_instances: 3751, precision: 0.7452, predictive_accuracy: 0.7457, prior_entropy: 0.9948, relative_absolute_error: 0.619, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4241, root_relative_squared_error: 0.8513, unweighted_recall: 0.7423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.7812, kappa: 0.5588, kb_relative_information_score: 0.4018, mean_absolute_error: 0.3135, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7817, number_of_instances: 3751, precision: 0.7814, predictive_accuracy: 0.7817, prior_entropy: 0.9948, relative_absolute_error: 0.6314, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3913, root_relative_squared_error: 0.7855, unweighted_recall: 0.7785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8232, f_measure: 0.762, kappa: 0.5201, kb_relative_information_score: 0.3811, mean_absolute_error: 0.3215, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7625, number_of_instances: 3751, precision: 0.7621, predictive_accuracy: 0.7625, prior_entropy: 0.9948, relative_absolute_error: 0.6477, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4126, root_relative_squared_error: 0.8281, unweighted_recall: 0.7593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, f_measure: 0.7686, kappa: 0.533, kb_relative_information_score: 0.2923, mean_absolute_error: 0.3728, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7697, number_of_instances: 3751, precision: 0.7697, predictive_accuracy: 0.7697, prior_entropy: 0.9948, relative_absolute_error: 0.751, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4133, root_relative_squared_error: 0.8297, unweighted_recall: 0.7648,

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