OpenML
Supervised Data Stream Classification on SEA(50000)

Supervised Data Stream Classification on SEA(50000)

Task 200 Supervised Data Stream Classification SEA(50000) 310 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8543, f_measure: 0.8693, kappa: 0.722, kb_relative_information_score: 741414, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8706, predictive_accuracy: 0.8707, prior_entropy: 1, recall: 0.8707, relative_absolute_error: 0.2586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3596, root_relative_squared_error: 0.7191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8259, f_measure: 0.8418, kappa: 0.6636, kb_relative_information_score: 686866, mean_absolute_error: 0.1566, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8426, predictive_accuracy: 0.8434, prior_entropy: 1, recall: 0.8434, relative_absolute_error: 0.3131, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.7914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8009, f_measure: 0.8163, kappa: 0.6101, kb_relative_information_score: 635484, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8163, predictive_accuracy: 0.8177, prior_entropy: 1, recall: 0.8177, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4269, root_relative_squared_error: 0.8538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.8743, kappa: 0.7327, kb_relative_information_score: 751076, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8754, predictive_accuracy: 0.8755, prior_entropy: 1, recall: 0.8755, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.7056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.8743, kappa: 0.7328, kb_relative_information_score: 751160, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8754, predictive_accuracy: 0.8756, prior_entropy: 1, recall: 0.8756, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.7055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.8743, kappa: 0.7328, kb_relative_information_score: 751102, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8754, predictive_accuracy: 0.8756, prior_entropy: 1, recall: 0.8756, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.7055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.8743, kappa: 0.7327, kb_relative_information_score: 751064, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8754, predictive_accuracy: 0.8755, prior_entropy: 1, recall: 0.8755, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.7056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.8745, kappa: 0.7332, kb_relative_information_score: 751536, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8758, prior_entropy: 1, recall: 0.8758, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3525, root_relative_squared_error: 0.7049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.8746, kappa: 0.7333, kb_relative_information_score: 751648, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8758, prior_entropy: 1, recall: 0.8758, relative_absolute_error: 0.2484, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3524, root_relative_squared_error: 0.7048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.8746, kappa: 0.7334, kb_relative_information_score: 751700, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8759, prior_entropy: 1, recall: 0.8759, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3523, root_relative_squared_error: 0.7047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.8746, kappa: 0.7334, kb_relative_information_score: 751788, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8758, predictive_accuracy: 0.8759, prior_entropy: 1, recall: 0.8759, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3523, root_relative_squared_error: 0.7046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, f_measure: 0.8718, kappa: 0.7275, kb_relative_information_score: 746242, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.873, predictive_accuracy: 0.8731, prior_entropy: 1, recall: 0.8731, relative_absolute_error: 0.2538, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3562, root_relative_squared_error: 0.7124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8426, f_measure: 0.8579, kappa: 0.6979, kb_relative_information_score: 718856, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.859, predictive_accuracy: 0.8594, prior_entropy: 1, recall: 0.8594, relative_absolute_error: 0.2811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3749, root_relative_squared_error: 0.7499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.8744, kappa: 0.733, kb_relative_information_score: 751260, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8755, predictive_accuracy: 0.8756, prior_entropy: 1, recall: 0.8756, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.7053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.8744, kappa: 0.733, kb_relative_information_score: 751268, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8755, predictive_accuracy: 0.8756, prior_entropy: 1, recall: 0.8756, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.7053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8163, f_measure: 0.8359, kappa: 0.6502, kb_relative_information_score: 677456, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8389, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.8655, kappa: 0.7146, kb_relative_information_score: 733072, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8659, predictive_accuracy: 0.8665, prior_entropy: 1, recall: 0.8665, relative_absolute_error: 0.2669, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3653, root_relative_squared_error: 0.7307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8341, f_measure: 0.8512, kappa: 0.6831, kb_relative_information_score: 706330, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.853, predictive_accuracy: 0.8532, prior_entropy: 1, recall: 0.8532, relative_absolute_error: 0.2937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3832, root_relative_squared_error: 0.7664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.8682, kappa: 0.7202, kb_relative_information_score: 738372, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8686, predictive_accuracy: 0.8692, prior_entropy: 1, recall: 0.8692, relative_absolute_error: 0.2616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.7234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8731, f_measure: 0.8861, kappa: 0.758, kb_relative_information_score: 774258, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8871, predictive_accuracy: 0.8871, prior_entropy: 1, recall: 0.8871, relative_absolute_error: 0.2257, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.336, root_relative_squared_error: 0.6719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.8795, kappa: 0.7437, kb_relative_information_score: 761700, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8811, predictive_accuracy: 0.8809, prior_entropy: 1, recall: 0.8809, relative_absolute_error: 0.2383, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3452, root_relative_squared_error: 0.6904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.8801, kappa: 0.745, kb_relative_information_score: 762752, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8814, prior_entropy: 1, recall: 0.8814, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.6888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 677444, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 677444, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8804, kappa: 0.7457, kb_relative_information_score: 763162, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8816, predictive_accuracy: 0.8816, prior_entropy: 1, recall: 0.8816, relative_absolute_error: 0.2368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.6882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 677444, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 677440, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 677440, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8237, f_measure: 0.8421, kappa: 0.6636, kb_relative_information_score: 688878, mean_absolute_error: 0.1556, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8443, predictive_accuracy: 0.8444, prior_entropy: 1, recall: 0.8444, relative_absolute_error: 0.3111, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.7888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8693, f_measure: 0.8823, kappa: 0.75, kb_relative_information_score: 766656, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8831, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8341, f_measure: 0.8512, kappa: 0.6831, kb_relative_information_score: 706314, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.853, predictive_accuracy: 0.8532, prior_entropy: 1, recall: 0.8532, relative_absolute_error: 0.2937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3832, root_relative_squared_error: 0.7664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8182, f_measure: 0.8385, kappa: 0.6555, kb_relative_information_score: 683018, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8422, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.317, 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: 0.8746, f_measure: 0.8877, kappa: 0.7613, kb_relative_information_score: 777410, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8887, predictive_accuracy: 0.8887, prior_entropy: 1, recall: 0.8887, relative_absolute_error: 0.2226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.6672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.8877, kappa: 0.7614, kb_relative_information_score: 777560, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8888, predictive_accuracy: 0.8888, prior_entropy: 1, recall: 0.8888, relative_absolute_error: 0.2224, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3335, root_relative_squared_error: 0.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.8877, kappa: 0.7613, kb_relative_information_score: 777416, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8888, predictive_accuracy: 0.8887, prior_entropy: 1, recall: 0.8887, relative_absolute_error: 0.2226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.6672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.8877, kappa: 0.7613, kb_relative_information_score: 777416, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8888, predictive_accuracy: 0.8887, prior_entropy: 1, recall: 0.8887, relative_absolute_error: 0.2226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.6672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8663, f_measure: 0.8805, kappa: 0.7458, kb_relative_information_score: 763404, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8818, predictive_accuracy: 0.8817, prior_entropy: 1, recall: 0.8817, relative_absolute_error: 0.2366, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3439, root_relative_squared_error: 0.6879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.8716, kappa: 0.7274, kb_relative_information_score: 744992, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.872, predictive_accuracy: 0.8725, prior_entropy: 1, recall: 0.8725, relative_absolute_error: 0.255, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3571, root_relative_squared_error: 0.7142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.8764, kappa: 0.7374, kb_relative_information_score: 755240, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.8776, prior_entropy: 1, recall: 0.8776, relative_absolute_error: 0.2448, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.6997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8764, kappa: 0.7374, kb_relative_information_score: 749652.2722, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.8776, prior_entropy: 1, recall: 0.8776, relative_absolute_error: 0.2504, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.872, kappa: 0.7276, kb_relative_information_score: 727840.7858, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8738, predictive_accuracy: 0.8736, prior_entropy: 1, recall: 0.8736, relative_absolute_error: 0.275, 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: 0.8801, f_measure: 0.8783, kappa: 0.7411, kb_relative_information_score: 732151.8141, mean_absolute_error: 0.1359, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8795, prior_entropy: 1, recall: 0.8795, relative_absolute_error: 0.2718, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.6763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.881, f_measure: 0.8737, kappa: 0.7311, kb_relative_information_score: 722383.9573, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8753, prior_entropy: 1, recall: 0.8753, relative_absolute_error: 0.2832, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.881, f_measure: 0.8744, kappa: 0.7327, kb_relative_information_score: 711045.4776, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8764, predictive_accuracy: 0.876, prior_entropy: 1, recall: 0.876, relative_absolute_error: 0.2954, 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: 0.8809, f_measure: 0.8631, kappa: 0.7088, kb_relative_information_score: 649682.2211, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8641, predictive_accuracy: 0.8645, prior_entropy: 1, recall: 0.8645, relative_absolute_error: 0.3706, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.6796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8631, kappa: 0.7088, kb_relative_information_score: 629785.5709, mean_absolute_error: 0.197, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8641, predictive_accuracy: 0.8645, prior_entropy: 1, recall: 0.8645, relative_absolute_error: 0.394, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.6827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8633, kappa: 0.7095, kb_relative_information_score: 687740.3501, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8647, prior_entropy: 1, recall: 0.8647, relative_absolute_error: 0.3203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.347, root_relative_squared_error: 0.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.8635, kappa: 0.7093, kb_relative_information_score: 703048.3636, mean_absolute_error: 0.1512, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8661, predictive_accuracy: 0.8655, prior_entropy: 1, recall: 0.8655, relative_absolute_error: 0.3024, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.6927,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8622, f_measure: 0.8762, kappa: 0.7369, kb_relative_information_score: 754862, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8774, prior_entropy: 1, recall: 0.8774, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.7002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.8725, kappa: 0.7286, kb_relative_information_score: 748484, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8748, predictive_accuracy: 0.8742, prior_entropy: 1, recall: 0.8742, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.8473, kappa: 0.6751, kb_relative_information_score: 580382.8224, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8484, predictive_accuracy: 0.849, prior_entropy: 1, recall: 0.849, relative_absolute_error: 0.4537, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.8767, kappa: 0.7389, kb_relative_information_score: 672990.3394, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8767, predictive_accuracy: 0.8772, prior_entropy: 1, recall: 0.8772, relative_absolute_error: 0.3472, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3362, root_relative_squared_error: 0.6724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8795, f_measure: 0.8693, kappa: 0.7217, kb_relative_information_score: 712262.2495, mean_absolute_error: 0.1465, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8717, predictive_accuracy: 0.8711, prior_entropy: 1, recall: 0.8711, relative_absolute_error: 0.293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.6854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.854, kappa: 0.6934, kb_relative_information_score: 706968, mean_absolute_error: 0.1465, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8551, predictive_accuracy: 0.8535, prior_entropy: 1, recall: 0.8535, relative_absolute_error: 0.293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3828, root_relative_squared_error: 0.7655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.8781, kappa: 0.7418, kb_relative_information_score: 757292, mean_absolute_error: 0.1214, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8781, predictive_accuracy: 0.8786, prior_entropy: 1, recall: 0.8786, relative_absolute_error: 0.2427, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.6967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228664, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676,

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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