OpenML
Supervised Data Stream Classification on adult

Supervised Data Stream Classification on adult

Task 2244 Supervised Data Stream Classification adult 304 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16 under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.8381, kappa: 0.5435, kb_relative_information_score: 33524, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8365, predictive_accuracy: 0.8432, prior_entropy: 1, recall: 0.8432, relative_absolute_error: 0.3136, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.396, root_relative_squared_error: 0.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.754, f_measure: 0.8289, kappa: 0.5233, kb_relative_information_score: 32388, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8271, predictive_accuracy: 0.8316, prior_entropy: 1, recall: 0.8316, relative_absolute_error: 0.3369, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4104, root_relative_squared_error: 0.8208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7361, f_measure: 0.8109, kappa: 0.4776, kb_relative_information_score: 30478, mean_absolute_error: 0.188, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8099, predictive_accuracy: 0.812, prior_entropy: 1, recall: 0.812, relative_absolute_error: 0.376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4336, root_relative_squared_error: 0.8672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7583, f_measure: 0.7953, kappa: 0.4685, kb_relative_information_score: 27998, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8121, predictive_accuracy: 0.7866, prior_entropy: 1, recall: 0.7866, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4619, root_relative_squared_error: 0.9239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7633, f_measure: 0.8385, kappa: 0.548, kb_relative_information_score: 33392, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8366, predictive_accuracy: 0.8418, prior_entropy: 1, recall: 0.8418, relative_absolute_error: 0.3163, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.7954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7605, f_measure: 0.8376, kappa: 0.5446, kb_relative_information_score: 33346, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8357, predictive_accuracy: 0.8414, prior_entropy: 1, recall: 0.8414, relative_absolute_error: 0.3173, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3983, root_relative_squared_error: 0.7966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.8379, kappa: 0.5455, kb_relative_information_score: 33378, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.836, predictive_accuracy: 0.8417, prior_entropy: 1, recall: 0.8417, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.7958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7613, f_measure: 0.838, kappa: 0.5459, kb_relative_information_score: 33386, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8362, predictive_accuracy: 0.8418, prior_entropy: 1, recall: 0.8418, relative_absolute_error: 0.3164, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.7955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7574, f_measure: 0.838, kappa: 0.5436, kb_relative_information_score: 33476, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8362, predictive_accuracy: 0.8427, prior_entropy: 1, recall: 0.8427, relative_absolute_error: 0.3146, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3966, root_relative_squared_error: 0.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.8384, kappa: 0.5448, kb_relative_information_score: 33522, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8367, predictive_accuracy: 0.8432, prior_entropy: 1, recall: 0.8432, relative_absolute_error: 0.3137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.396, root_relative_squared_error: 0.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7576, f_measure: 0.8381, kappa: 0.5442, kb_relative_information_score: 33494, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8364, predictive_accuracy: 0.8429, prior_entropy: 1, recall: 0.8429, relative_absolute_error: 0.3142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.7928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.8382, kappa: 0.5436, kb_relative_information_score: 33530, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8365, predictive_accuracy: 0.8433, prior_entropy: 1, recall: 0.8433, relative_absolute_error: 0.3135, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3959, root_relative_squared_error: 0.7918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7546, f_measure: 0.8309, kappa: 0.5277, kb_relative_information_score: 32638, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.829, predictive_accuracy: 0.8341, prior_entropy: 1, recall: 0.8341, relative_absolute_error: 0.3318, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4073, root_relative_squared_error: 0.8146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7247, f_measure: 0.8139, kappa: 0.4755, kb_relative_information_score: 31210, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8112, predictive_accuracy: 0.8195, prior_entropy: 1, recall: 0.8195, relative_absolute_error: 0.361, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4249, root_relative_squared_error: 0.8497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7548, f_measure: 0.8369, kappa: 0.5401, kb_relative_information_score: 33410, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8352, predictive_accuracy: 0.842, prior_entropy: 1, recall: 0.842, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.7949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8309, kappa: 0.5593, kb_relative_information_score: 31662, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8455, predictive_accuracy: 0.8241, prior_entropy: 1, recall: 0.8241, relative_absolute_error: 0.3517, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7858, f_measure: 0.8273, kappa: 0.54, kb_relative_information_score: 31530, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8348, predictive_accuracy: 0.8228, prior_entropy: 1, recall: 0.8228, relative_absolute_error: 0.3544, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.421, root_relative_squared_error: 0.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7581, f_measure: 0.8373, kappa: 0.5428, kb_relative_information_score: 33378, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8417, prior_entropy: 1, recall: 0.8417, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.7958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.784, f_measure: 0.8266, kappa: 0.5376, kb_relative_information_score: 31474, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8337, predictive_accuracy: 0.8222, prior_entropy: 1, recall: 0.8222, relative_absolute_error: 0.3556, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4217, root_relative_squared_error: 0.8433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7699, f_measure: 0.8475, kappa: 0.5705, kb_relative_information_score: 34388, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8461, predictive_accuracy: 0.852, prior_entropy: 1, recall: 0.852, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7405, f_measure: 0.8289, kappa: 0.5153, kb_relative_information_score: 32752, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8271, predictive_accuracy: 0.8353, prior_entropy: 1, recall: 0.8353, relative_absolute_error: 0.3294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4059, root_relative_squared_error: 0.8117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7608, f_measure: 0.8335, kappa: 0.5364, kb_relative_information_score: 32812, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8318, predictive_accuracy: 0.8359, prior_entropy: 1, recall: 0.8359, relative_absolute_error: 0.3282, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.8102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, f_measure: 0.831, kappa: 0.5595, kb_relative_information_score: 31668, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8456, predictive_accuracy: 0.8242, prior_entropy: 1, recall: 0.8242, relative_absolute_error: 0.3516, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.8386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, f_measure: 0.831, kappa: 0.5595, kb_relative_information_score: 31668, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8456, predictive_accuracy: 0.8242, prior_entropy: 1, recall: 0.8242, relative_absolute_error: 0.3516, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.8386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7712, f_measure: 0.8274, kappa: 0.5311, kb_relative_information_score: 31812, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8296, predictive_accuracy: 0.8257, prior_entropy: 1, recall: 0.8257, relative_absolute_error: 0.3487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, f_measure: 0.831, kappa: 0.5595, kb_relative_information_score: 31668, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8456, predictive_accuracy: 0.8242, prior_entropy: 1, recall: 0.8242, relative_absolute_error: 0.3516, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.8386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8063, f_measure: 0.8308, kappa: 0.5591, kb_relative_information_score: 31660, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8454, predictive_accuracy: 0.8241, prior_entropy: 1, recall: 0.8241, relative_absolute_error: 0.3518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8066, f_measure: 0.8309, kappa: 0.5594, kb_relative_information_score: 31662, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8455, predictive_accuracy: 0.8241, prior_entropy: 1, recall: 0.8241, relative_absolute_error: 0.3517, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7767, f_measure: 0.8268, kappa: 0.5333, kb_relative_information_score: 31622, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.831, predictive_accuracy: 0.8237, prior_entropy: 1, recall: 0.8237, relative_absolute_error: 0.3526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4199, root_relative_squared_error: 0.8397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7614, f_measure: 0.8291, kappa: 0.5282, kb_relative_information_score: 32236, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8283, predictive_accuracy: 0.83, prior_entropy: 1, recall: 0.83, relative_absolute_error: 0.34, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.758, f_measure: 0.8383, kappa: 0.5447, kb_relative_information_score: 33504, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8365, predictive_accuracy: 0.843, prior_entropy: 1, recall: 0.843, relative_absolute_error: 0.314, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.7925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8063, f_measure: 0.8308, kappa: 0.5591, kb_relative_information_score: 31660, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8454, predictive_accuracy: 0.8241, prior_entropy: 1, recall: 0.8241, relative_absolute_error: 0.3518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7625, f_measure: 0.842, kappa: 0.5549, kb_relative_information_score: 33866, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8404, predictive_accuracy: 0.8467, prior_entropy: 1, recall: 0.8467, relative_absolute_error: 0.3066, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3915, root_relative_squared_error: 0.7831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7625, f_measure: 0.842, kappa: 0.5549, kb_relative_information_score: 33866, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8404, predictive_accuracy: 0.8467, prior_entropy: 1, recall: 0.8467, relative_absolute_error: 0.3066, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3915, root_relative_squared_error: 0.7831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7625, f_measure: 0.842, kappa: 0.5549, kb_relative_information_score: 33866, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8404, predictive_accuracy: 0.8467, prior_entropy: 1, recall: 0.8467, relative_absolute_error: 0.3066, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3915, root_relative_squared_error: 0.7831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7536, f_measure: 0.8357, kappa: 0.5369, kb_relative_information_score: 33282, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8339, predictive_accuracy: 0.8407, prior_entropy: 1, recall: 0.8407, relative_absolute_error: 0.3186, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3991, root_relative_squared_error: 0.7982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7576, f_measure: 0.8371, kappa: 0.542, kb_relative_information_score: 33362, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8353, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.3169, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3981, root_relative_squared_error: 0.7962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7577, f_measure: 0.8382, kappa: 0.5443, kb_relative_information_score: 33496, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8364, predictive_accuracy: 0.8429, prior_entropy: 1, recall: 0.8429, relative_absolute_error: 0.3142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.7927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.8382, kappa: 0.5443, kb_relative_information_score: 32559.9484, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8364, predictive_accuracy: 0.8429, prior_entropy: 1, recall: 0.8429, relative_absolute_error: 0.3335, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3704, root_relative_squared_error: 0.7409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8378, f_measure: 0.8414, kappa: 0.5582, kb_relative_information_score: 32304.7861, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8398, predictive_accuracy: 0.8438, prior_entropy: 1, recall: 0.8438, relative_absolute_error: 0.3423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.355, root_relative_squared_error: 0.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8503, f_measure: 0.8414, kappa: 0.5548, kb_relative_information_score: 32051.8837, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8396, predictive_accuracy: 0.8454, prior_entropy: 1, recall: 0.8454, relative_absolute_error: 0.3499, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.6858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.835, kappa: 0.5262, kb_relative_information_score: 31203.5074, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8368, predictive_accuracy: 0.8449, prior_entropy: 1, recall: 0.8449, relative_absolute_error: 0.37, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.6818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8511, f_measure: 0.8349, kappa: 0.5261, kb_relative_information_score: 29198.9925, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8368, predictive_accuracy: 0.8449, prior_entropy: 1, recall: 0.8449, relative_absolute_error: 0.4187, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3456, root_relative_squared_error: 0.6911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8508, f_measure: 0.8364, kappa: 0.5347, kb_relative_information_score: 27130.9235, mean_absolute_error: 0.2372, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8356, predictive_accuracy: 0.8435, prior_entropy: 1, recall: 0.8435, relative_absolute_error: 0.4745, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.6839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8398, f_measure: 0.8363, kappa: 0.5346, kb_relative_information_score: 22508.007, mean_absolute_error: 0.2934, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8435, prior_entropy: 1, recall: 0.8435, relative_absolute_error: 0.5867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3529, root_relative_squared_error: 0.7057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8397, f_measure: 0.8363, kappa: 0.5345, kb_relative_information_score: 28624.3019, mean_absolute_error: 0.2155, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8434, prior_entropy: 1, recall: 0.8434, relative_absolute_error: 0.431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.6984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.835, kappa: 0.5262, kb_relative_information_score: 31130.6525, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8368, predictive_accuracy: 0.8449, prior_entropy: 1, recall: 0.8449, relative_absolute_error: 0.3715, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8424, kappa: 0.5688, kb_relative_information_score: 32032.8981, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8431, predictive_accuracy: 0.8418, prior_entropy: 1, recall: 0.8418, relative_absolute_error: 0.3503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3428, root_relative_squared_error: 0.6857,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7555, f_measure: 0.8372, kappa: 0.541, kb_relative_information_score: 33426, mean_absolute_error: 0.1578, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8422, prior_entropy: 1, recall: 0.8422, relative_absolute_error: 0.3156, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.7945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.8372, kappa: 0.541, kb_relative_information_score: 29405.4162, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8422, prior_entropy: 1, recall: 0.8422, relative_absolute_error: 0.4188, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.8255, kappa: 0.5479, kb_relative_information_score: 30992.5788, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8424, predictive_accuracy: 0.818, prior_entropy: 1, recall: 0.818, relative_absolute_error: 0.3659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4146, root_relative_squared_error: 0.8292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.6174, kappa: -0.0037, kb_relative_information_score: 10114, mean_absolute_error: 0.3965, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6346, predictive_accuracy: 0.6035, prior_entropy: 1, recall: 0.6035, relative_absolute_error: 0.7929, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6297, root_relative_squared_error: 1.2593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8752, f_measure: 0.8373, kappa: 0.5589, kb_relative_information_score: 30625.6782, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8399, predictive_accuracy: 0.8354, prior_entropy: 1, recall: 0.8354, relative_absolute_error: 0.3843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3557, root_relative_squared_error: 0.7113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.8248, kappa: 0.5352, kb_relative_information_score: 31236, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8335, predictive_accuracy: 0.8198, prior_entropy: 1, recall: 0.8198, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4245, root_relative_squared_error: 0.8491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0924, kb_relative_information_score: -25468, mean_absolute_error: 0.7607, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.0573, predictive_accuracy: 0.2393, prior_entropy: 1, recall: 0.2393, relative_absolute_error: 1.5214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8722, root_relative_squared_error: 1.7444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0924, kb_relative_information_score: -25468, mean_absolute_error: 0.7607, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.0573, predictive_accuracy: 0.2393, prior_entropy: 1, recall: 0.2393, relative_absolute_error: 1.5214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8722, root_relative_squared_error: 1.7444,

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

Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
predictions The desired output format Predictions (optional)

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