OpenML
Supervised Data Stream Classification on Agrawal1

Supervised Data Stream Classification on Agrawal1

Task 7309 Supervised Data Stream Classification Agrawal1 311 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: 0.9379, f_measure: 0.9465, kappa: 0.8785, kb_relative_information_score: 893224, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9465, predictive_accuracy: 0.9466, prior_entropy: 1, recall: 0.9466, relative_absolute_error: 0.1068, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.4621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8795, f_measure: 0.9104, kappa: 0.793, kb_relative_information_score: 825336, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9148, predictive_accuracy: 0.9127, prior_entropy: 1, recall: 0.9127, relative_absolute_error: 0.1747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.9492, kappa: 0.8847, kb_relative_information_score: 898372, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.9492, kappa: 0.8846, kb_relative_information_score: 898316, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9491, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8145, f_measure: 0.86, kappa: 0.6743, kb_relative_information_score: 732200, mean_absolute_error: 0.1339, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8701, predictive_accuracy: 0.8661, prior_entropy: 1, recall: 0.8661, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.7318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 898482, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.4506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 898478, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.4506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.9492, kappa: 0.8849, kb_relative_information_score: 898504, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9493, prior_entropy: 1, recall: 0.9493, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.4505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.9491, kappa: 0.8846, kb_relative_information_score: 898256, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9491, predictive_accuracy: 0.9491, prior_entropy: 1, recall: 0.9491, relative_absolute_error: 0.1017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.4511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 898454, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.4507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.949, kappa: 0.8842, kb_relative_information_score: 897956, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 1, recall: 0.949, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2259, root_relative_squared_error: 0.4518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.9492, kappa: 0.8847, kb_relative_information_score: 898384, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.9319, kappa: 0.8443, kb_relative_information_score: 864986, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9322, predictive_accuracy: 0.9325, prior_entropy: 1, recall: 0.9325, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.5196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.9492, kappa: 0.8849, kb_relative_information_score: 898466, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.4506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.9492, kappa: 0.8849, kb_relative_information_score: 898466, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.4506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.8776, kappa: 0.714, kb_relative_information_score: 770444, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.6776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.9492, kappa: 0.8847, kb_relative_information_score: 898378, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.8776, kappa: 0.714, kb_relative_information_score: 770444, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.6776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.8776, kappa: 0.714, kb_relative_information_score: 770448, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.6776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.9494, kappa: 0.8854, kb_relative_information_score: 898668, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9495, predictive_accuracy: 0.9493, prior_entropy: 1, recall: 0.9493, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.4502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.9498, kappa: 0.8861, kb_relative_information_score: 899516, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9498, predictive_accuracy: 0.9498, prior_entropy: 1, recall: 0.9498, relative_absolute_error: 0.1005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.4483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.8776, kappa: 0.714, kb_relative_information_score: 770448, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.6776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.9504, kappa: 0.8876, kb_relative_information_score: 900906, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9504, predictive_accuracy: 0.9505, prior_entropy: 1, recall: 0.9505, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2226, root_relative_squared_error: 0.4452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.9482, kappa: 0.8822, kb_relative_information_score: 896536, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9481, predictive_accuracy: 0.9483, prior_entropy: 1, recall: 0.9483, relative_absolute_error: 0.1035, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.4549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.8776, kappa: 0.714, kb_relative_information_score: 770448, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.6776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.8776, kappa: 0.714, kb_relative_information_score: 770444, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.6776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.8776, kappa: 0.714, kb_relative_information_score: 770444, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.6776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.8776, kappa: 0.714, kb_relative_information_score: 770446, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.6776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.9466, kappa: 0.8794, kb_relative_information_score: 892908, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.947, predictive_accuracy: 0.9465, prior_entropy: 1, recall: 0.9465, relative_absolute_error: 0.1071, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.4628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 898406, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, f_measure: 0.885, kappa: 0.7327, kb_relative_information_score: 779368, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8953, predictive_accuracy: 0.8897, prior_entropy: 1, recall: 0.8897, relative_absolute_error: 0.2206, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.6643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9232, kappa: 0.8229, kb_relative_information_score: 797546.0821, mean_absolute_error: 0.1055, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9263, predictive_accuracy: 0.9248, prior_entropy: 1, recall: 0.9248, relative_absolute_error: 0.2109, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2379, root_relative_squared_error: 0.4757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9251, kappa: 0.8277, kb_relative_information_score: 735562.8041, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9277, predictive_accuracy: 0.9266, prior_entropy: 1, recall: 0.9266, relative_absolute_error: 0.2781, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.5272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.7496, kappa: 0.418, kb_relative_information_score: 525650.7337, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8302, predictive_accuracy: 0.7853, prior_entropy: 1, recall: 0.7853, relative_absolute_error: 0.4893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3567, root_relative_squared_error: 0.7134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.9494, kappa: 0.8852, kb_relative_information_score: 898748, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9494, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.225, root_relative_squared_error: 0.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.9497, kappa: 0.8859, kb_relative_information_score: 899288, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9497, predictive_accuracy: 0.9496, prior_entropy: 1, recall: 0.9496, relative_absolute_error: 0.1007, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.4488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 898480, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.4506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.9497, kappa: 0.8859, kb_relative_information_score: 899288, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9497, predictive_accuracy: 0.9496, prior_entropy: 1, recall: 0.9496, relative_absolute_error: 0.1007, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.4488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.9497, kappa: 0.8859, kb_relative_information_score: 899288, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9497, predictive_accuracy: 0.9496, prior_entropy: 1, recall: 0.9496, relative_absolute_error: 0.1007, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.4488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.8366, kappa: 0.6177, kb_relative_information_score: 671298.8127, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.872, predictive_accuracy: 0.8501, prior_entropy: 1, recall: 0.8501, relative_absolute_error: 0.3401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.5949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 841677.2209, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1591, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.4582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.8527, kappa: 0.6555, kb_relative_information_score: 620769.2435, mean_absolute_error: 0.1956, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8798, predictive_accuracy: 0.863, prior_entropy: 1, recall: 0.863, relative_absolute_error: 0.3912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.6401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8146, kappa: 0.5662, kb_relative_information_score: 575094.711, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8617, predictive_accuracy: 0.8328, prior_entropy: 1, recall: 0.8328, relative_absolute_error: 0.4431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.6624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.9232, kappa: 0.8229, kb_relative_information_score: 791488.6606, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9263, predictive_accuracy: 0.9248, prior_entropy: 1, recall: 0.9248, relative_absolute_error: 0.2166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.4847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.6882, kappa: 0.2856, kb_relative_information_score: 583009.8688, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8131, predictive_accuracy: 0.7469, prior_entropy: 1, recall: 0.7469, relative_absolute_error: 0.424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3423, root_relative_squared_error: 0.6846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8366, kappa: 0.6177, kb_relative_information_score: 642916.1338, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.872, predictive_accuracy: 0.85, prior_entropy: 1, recall: 0.85, relative_absolute_error: 0.3654, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.6307,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8366, kappa: 0.6176, kb_relative_information_score: 719105.123, mean_absolute_error: 0.1464, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.872, predictive_accuracy: 0.85, prior_entropy: 1, recall: 0.85, relative_absolute_error: 0.2928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2738, root_relative_squared_error: 0.5476,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.9492, kappa: 0.8847, kb_relative_information_score: 898346, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.9492, kappa: 0.8847, kb_relative_information_score: 898346, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.572, kappa: 0.0007, kb_relative_information_score: 244488, mean_absolute_error: 0.3778, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5596, predictive_accuracy: 0.6222, prior_entropy: 1, recall: 0.6222, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6146, root_relative_squared_error: 1.2292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 868139.876, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1387, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.3774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5402, kb_relative_information_score: 344090, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4516, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.6559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.9409, kappa: 0.8643, kb_relative_information_score: 883002.7173, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9431, predictive_accuracy: 0.9419, prior_entropy: 1, recall: 0.9419, relative_absolute_error: 0.1172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7791, f_measure: 0.7861, kappa: 0.5004, kb_relative_information_score: 621305.1767, mean_absolute_error: 0.1894, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8458, predictive_accuracy: 0.811, prior_entropy: 1, recall: 0.811, relative_absolute_error: 0.3789, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4255, root_relative_squared_error: 0.851,

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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