OpenML
Supervised Data Stream Classification on CovPokElec

Supervised Data Stream Classification on CovPokElec

Task 188 Supervised Data Stream Classification CovPokElec 331 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8426, kappa: 0.7367, kb_relative_information_score: 1220466.9516, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8441, predictive_accuracy: 0.8456, prior_entropy: 3.3219, recall: 0.8456, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.5858,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.8398, kappa: 0.7322, kb_relative_information_score: 1216123.9207, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8412, predictive_accuracy: 0.8427, prior_entropy: 3.3219, recall: 0.8427, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5912,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.8437, kappa: 0.7386, kb_relative_information_score: 1222981.9984, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8459, predictive_accuracy: 0.8472, prior_entropy: 3.3219, recall: 0.8472, relative_absolute_error: 0.1698, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1748, root_relative_squared_error: 0.5827,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, f_measure: 0.835, kappa: 0.7237, kb_relative_information_score: 1209720.7476, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8377, predictive_accuracy: 0.8385, prior_entropy: 3.3219, recall: 0.8385, relative_absolute_error: 0.1794, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.5991,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.8198, kappa: 0.6782, kb_relative_information_score: 1159650.9247, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8407, predictive_accuracy: 0.8056, prior_entropy: 3.3219, recall: 0.8056, relative_absolute_error: 0.216, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6572,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.8358, kappa: 0.7253, kb_relative_information_score: 1210350.2936, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8374, predictive_accuracy: 0.8389, prior_entropy: 3.3219, recall: 0.8389, relative_absolute_error: 0.179, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.5983,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.8398, kappa: 0.732, kb_relative_information_score: 1216367.5822, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8414, predictive_accuracy: 0.8429, prior_entropy: 3.3219, recall: 0.8429, relative_absolute_error: 0.1746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.5909,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.842, kappa: 0.7357, kb_relative_information_score: 1219699.3656, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8436, predictive_accuracy: 0.8451, prior_entropy: 3.3219, recall: 0.8451, relative_absolute_error: 0.1721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.176, root_relative_squared_error: 0.5868,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8425, kappa: 0.7365, kb_relative_information_score: 1220398.9774, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.844, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.5859,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8636, f_measure: 0.8387, kappa: 0.7302, kb_relative_information_score: 1214531.2321, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8403, predictive_accuracy: 0.8417, prior_entropy: 3.3219, recall: 0.8417, relative_absolute_error: 0.1759, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.5932,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8655, f_measure: 0.8414, kappa: 0.7346, kb_relative_information_score: 1218576.2221, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8429, predictive_accuracy: 0.8443, prior_entropy: 3.3219, recall: 0.8443, relative_absolute_error: 0.173, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.5882,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.84, kappa: 0.7324, kb_relative_information_score: 1216299.608, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8413, predictive_accuracy: 0.8428, prior_entropy: 3.3219, recall: 0.8428, relative_absolute_error: 0.1746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.591,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8711, f_measure: 0.8484, kappa: 0.7465, kb_relative_information_score: 1229779.422, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8503, predictive_accuracy: 0.8517, prior_entropy: 3.3219, recall: 0.8517, relative_absolute_error: 0.1648, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.5741,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8747, f_measure: 0.8526, kappa: 0.7537, kb_relative_information_score: 1236386.5179, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8547, predictive_accuracy: 0.856, prior_entropy: 3.3219, recall: 0.856, relative_absolute_error: 0.16, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.5656,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.843, kappa: 0.7373, kb_relative_information_score: 1221074.5367, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8445, predictive_accuracy: 0.846, prior_entropy: 3.3219, recall: 0.846, relative_absolute_error: 0.1711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.5851,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.843, kappa: 0.7373, kb_relative_information_score: 1221075.5825, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8445, predictive_accuracy: 0.846, prior_entropy: 3.3219, recall: 0.846, relative_absolute_error: 0.1711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.5851,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.8024, kappa: 0.6683, kb_relative_information_score: 1155107.1084, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8023, predictive_accuracy: 0.8026, prior_entropy: 3.3219, recall: 0.8026, relative_absolute_error: 0.2193, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.6623,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8105, f_measure: 0.7805, kappa: 0.6298, kb_relative_information_score: 1126952.1795, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7835, predictive_accuracy: 0.7841, prior_entropy: 3.3219, recall: 0.7841, relative_absolute_error: 0.2398, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.6926,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8416, f_measure: 0.8093, kappa: 0.6814, kb_relative_information_score: 1169500.9145, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8092, predictive_accuracy: 0.8121, prior_entropy: 3.3219, recall: 0.8121, relative_absolute_error: 0.2088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.6462,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.7637, kappa: 0.6019, kb_relative_information_score: 1102086.1579, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7682, predictive_accuracy: 0.7678, prior_entropy: 3.3219, recall: 0.7678, relative_absolute_error: 0.258, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.7183,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7356, f_measure: 0.6902, kappa: 0.4785, kb_relative_information_score: 985893.0889, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6907, predictive_accuracy: 0.6915, prior_entropy: 3.3219, recall: 0.6915, relative_absolute_error: 0.3428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2484, root_relative_squared_error: 0.828,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8451, f_measure: 0.8135, kappa: 0.6888, kb_relative_information_score: 1177873.249, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.814, predictive_accuracy: 0.8176, prior_entropy: 3.3219, recall: 0.8176, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.191, root_relative_squared_error: 0.6367,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8467, f_measure: 0.8148, kappa: 0.6912, kb_relative_information_score: 1179190.9034, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8155, predictive_accuracy: 0.8185, prior_entropy: 3.3219, recall: 0.8185, relative_absolute_error: 0.2017, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.6352,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.717, f_measure: 0.6646, kappa: 0.4389, kb_relative_information_score: 964814.8009, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6774, predictive_accuracy: 0.6776, prior_entropy: 3.3219, recall: 0.6776, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.8464,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7304, f_measure: 0.6811, kappa: 0.4656, kb_relative_information_score: 984609.9444, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6895, predictive_accuracy: 0.6906, prior_entropy: 3.3219, recall: 0.6906, relative_absolute_error: 0.3438, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2487, root_relative_squared_error: 0.8292,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.8009, kappa: 0.6682, kb_relative_information_score: 1160245.9607, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8005, predictive_accuracy: 0.806, prior_entropy: 3.3219, recall: 0.806, relative_absolute_error: 0.2155, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.197, root_relative_squared_error: 0.6566,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5843, f_measure: 0.3427, kappa: 0.1249, kb_relative_information_score: 308023.6717, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6525, predictive_accuracy: 0.2461, prior_entropy: 3.3219, recall: 0.2461, relative_absolute_error: 0.8376, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3883, root_relative_squared_error: 1.2943,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5713, f_measure: 0.4359, kappa: 0.1558, kb_relative_information_score: 709267.2259, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5949, predictive_accuracy: 0.5097, prior_entropy: 3.3219, recall: 0.5097, relative_absolute_error: 0.5447, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3131, root_relative_squared_error: 1.0438,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.8283, kappa: 0.7121, kb_relative_information_score: 1194127.4577, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8284, predictive_accuracy: 0.8283, prior_entropy: 3.3219, recall: 0.8283, relative_absolute_error: 0.1908, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.6178,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6568, f_measure: 0.6018, kappa: 0.3221, kb_relative_information_score: 860821.5388, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6062, predictive_accuracy: 0.6093, prior_entropy: 3.3219, recall: 0.6093, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.9318,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.7338, kappa: 0.5548, kb_relative_information_score: 1052741.0449, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7346, predictive_accuracy: 0.7354, prior_entropy: 3.3219, recall: 0.7354, relative_absolute_error: 0.294, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.7668,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.7909, kappa: 0.65, kb_relative_information_score: 1141604.2877, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7905, predictive_accuracy: 0.7938, prior_entropy: 3.3219, recall: 0.7938, relative_absolute_error: 0.2292, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2031, root_relative_squared_error: 0.677,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6796, f_measure: 0.6231, kappa: 0.3637, kb_relative_information_score: 894922.6448, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6284, predictive_accuracy: 0.6317, prior_entropy: 3.3219, recall: 0.6317, relative_absolute_error: 0.4092, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2714, root_relative_squared_error: 0.9047,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.8738, kappa: 0.7898, kb_relative_information_score: 1268016.4989, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8757, predictive_accuracy: 0.8768, prior_entropy: 3.3219, recall: 0.8768, relative_absolute_error: 0.1369, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.157, root_relative_squared_error: 0.5232,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8931, f_measure: 0.873, kappa: 0.7885, kb_relative_information_score: 1266777.2763, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8749, predictive_accuracy: 0.876, prior_entropy: 3.3219, recall: 0.876, relative_absolute_error: 0.1378, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.5249,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.871, kappa: 0.785, kb_relative_information_score: 1263632.6835, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8728, predictive_accuracy: 0.8739, prior_entropy: 3.3219, recall: 0.8739, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.5293,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.8399, kappa: 0.732, kb_relative_information_score: 1216107.1886, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8413, predictive_accuracy: 0.8427, prior_entropy: 3.3219, recall: 0.8427, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5912,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.8429, kappa: 0.7372, kb_relative_information_score: 1220995.0591, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8445, predictive_accuracy: 0.8459, prior_entropy: 3.3219, recall: 0.8459, relative_absolute_error: 0.1712, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.5852,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.8429, kappa: 0.7372, kb_relative_information_score: 1213241.6347, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8445, predictive_accuracy: 0.8459, prior_entropy: 3.3219, recall: 0.8459, relative_absolute_error: 0.2231, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.5757,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8924, f_measure: 0.7927, kappa: 0.6519, kb_relative_information_score: 1194762.591, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7973, predictive_accuracy: 0.7984, prior_entropy: 3.3219, recall: 0.7984, relative_absolute_error: 0.2557, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.586,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.8031, kappa: 0.6708, kb_relative_information_score: 1175659.8918, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8094, predictive_accuracy: 0.8099, prior_entropy: 3.3219, recall: 0.8099, relative_absolute_error: 0.2841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.5961,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.7644, kappa: 0.6051, kb_relative_information_score: 1157318.4181, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.774, predictive_accuracy: 0.7733, prior_entropy: 3.3219, recall: 0.7733, relative_absolute_error: 0.3125, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.6012,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.7689, kappa: 0.6129, kb_relative_information_score: 1147714.3946, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7785, predictive_accuracy: 0.7777, prior_entropy: 3.3219, recall: 0.7777, relative_absolute_error: 0.3255, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.6062,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7689, kappa: 0.6129, kb_relative_information_score: 1146975.2517, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7784, predictive_accuracy: 0.7776, prior_entropy: 3.3219, recall: 0.7776, relative_absolute_error: 0.3263, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.6062,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.7443, kappa: 0.5747, kb_relative_information_score: 974275.7408, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7593, predictive_accuracy: 0.7577, prior_entropy: 3.3219, recall: 0.7577, relative_absolute_error: 0.52, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.201, root_relative_squared_error: 0.6701,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.7436, kappa: 0.5739, kb_relative_information_score: 1064960.654, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7588, predictive_accuracy: 0.7574, prior_entropy: 3.3219, recall: 0.7574, relative_absolute_error: 0.4226, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.6392,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8721, f_measure: 0.7507, kappa: 0.5847, kb_relative_information_score: 1139705.191, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7639, predictive_accuracy: 0.7631, prior_entropy: 3.3219, recall: 0.7631, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.619,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.7509, kappa: 0.588, kb_relative_information_score: 1163834.0721, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7683, predictive_accuracy: 0.7645, prior_entropy: 3.3219, recall: 0.7645, relative_absolute_error: 0.2951, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6099,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.7877, kappa: 0.644, kb_relative_information_score: 1186376.9143, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7947, predictive_accuracy: 0.7948, prior_entropy: 3.3219, recall: 0.7948, relative_absolute_error: 0.2632, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.597,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.7759, kappa: 0.6292, kb_relative_information_score: 1207987.4071, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7963, predictive_accuracy: 0.7867, prior_entropy: 3.3219, recall: 0.7867, relative_absolute_error: 0.2281, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.5836,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.8429, kappa: 0.7372, kb_relative_information_score: 1220995.0591, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8445, predictive_accuracy: 0.8459, prior_entropy: 3.3219, recall: 0.8459, relative_absolute_error: 0.1712, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.5852,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.8867, kappa: 0.8116, kb_relative_information_score: 1287097.3901, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8888, predictive_accuracy: 0.8893, prior_entropy: 3.3219, recall: 0.8893, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1488, root_relative_squared_error: 0.4959,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8931, f_measure: 0.873, kappa: 0.7885, kb_relative_information_score: 1266777.2763, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8749, predictive_accuracy: 0.876, prior_entropy: 3.3219, recall: 0.876, relative_absolute_error: 0.1378, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.5249,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.8737, kappa: 0.7896, kb_relative_information_score: 1267829.3083, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8756, predictive_accuracy: 0.8767, prior_entropy: 3.3219, recall: 0.8767, relative_absolute_error: 0.137, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.157, root_relative_squared_error: 0.5235,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.8399, kappa: 0.732, kb_relative_information_score: 1216113.4632, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8413, predictive_accuracy: 0.8427, prior_entropy: 3.3219, recall: 0.8427, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5912,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.871, kappa: 0.785, kb_relative_information_score: 1263682.8799, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8728, predictive_accuracy: 0.874, prior_entropy: 3.3219, recall: 0.874, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.5292,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7467, f_measure: 0.593, kappa: 0.3121, kb_relative_information_score: 948796.8699, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.595, predictive_accuracy: 0.6079, prior_entropy: 3.3219, recall: 0.6079, relative_absolute_error: 0.5404, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.746,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.8416, kappa: 0.7351, kb_relative_information_score: 1219117.9244, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8433, predictive_accuracy: 0.8447, prior_entropy: 3.3219, recall: 0.8447, relative_absolute_error: 0.1726, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.5875,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.8416, kappa: 0.735, kb_relative_information_score: 1219084.4602, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8433, predictive_accuracy: 0.8447, prior_entropy: 3.3219, recall: 0.8447, relative_absolute_error: 0.1726, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.5875,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.8398, kappa: 0.7322, kb_relative_information_score: 1216123.9207, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8412, predictive_accuracy: 0.8427, prior_entropy: 3.3219, recall: 0.8427, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5912,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.8141, kappa: 0.6893, kb_relative_information_score: 1177735.209, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8142, predictive_accuracy: 0.8175, prior_entropy: 3.3219, recall: 0.8175, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.6368,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8446, f_measure: 0.8141, kappa: 0.6892, kb_relative_information_score: 1177674.5551, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8142, predictive_accuracy: 0.8175, prior_entropy: 3.3219, recall: 0.8175, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.6369,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.8139, kappa: 0.6889, kb_relative_information_score: 1177380.6972, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.814, predictive_accuracy: 0.8173, prior_entropy: 3.3219, recall: 0.8173, relative_absolute_error: 0.203, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.6372,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, f_measure: 0.8133, kappa: 0.6879, kb_relative_information_score: 1176418.6003, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8134, predictive_accuracy: 0.8166, prior_entropy: 3.3219, recall: 0.8166, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.6383,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, f_measure: 0.8133, kappa: 0.6879, kb_relative_information_score: 1176417.5546, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8134, predictive_accuracy: 0.8166, prior_entropy: 3.3219, recall: 0.8166, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.6383,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.8389, kappa: 0.7305, kb_relative_information_score: 1214802.0833, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8404, predictive_accuracy: 0.8419, prior_entropy: 3.3219, recall: 0.8419, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.5928,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, f_measure: 0.7739, kappa: 0.621, kb_relative_information_score: 941997.6836, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7812, predictive_accuracy: 0.7812, prior_entropy: 3.3219, recall: 0.7812, relative_absolute_error: 0.5521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.6951,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.7733, kappa: 0.6201, kb_relative_information_score: 1069684.3438, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7809, predictive_accuracy: 0.7812, prior_entropy: 3.3219, recall: 0.7812, relative_absolute_error: 0.4142, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.6388,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8906, f_measure: 0.8427, kappa: 0.7369, kb_relative_information_score: 1212286.3851, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8442, predictive_accuracy: 0.8457, prior_entropy: 3.3219, recall: 0.8457, relative_absolute_error: 0.2246, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.173, root_relative_squared_error: 0.5767,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.7907, kappa: 0.6484, kb_relative_information_score: 1192827.3688, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7954, predictive_accuracy: 0.7964, prior_entropy: 3.3219, recall: 0.7964, relative_absolute_error: 0.2592, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1761, root_relative_squared_error: 0.587,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.791, kappa: 0.6494, kb_relative_information_score: 1178242.9191, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7951, predictive_accuracy: 0.7969, prior_entropy: 3.3219, recall: 0.7969, relative_absolute_error: 0.2807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.5931,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8852, f_measure: 0.791, kappa: 0.6495, kb_relative_information_score: 1176953.8539, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7952, predictive_accuracy: 0.797, prior_entropy: 3.3219, recall: 0.797, relative_absolute_error: 0.2825, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.5931,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.7855, kappa: 0.64, kb_relative_information_score: 1183199.7308, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7926, predictive_accuracy: 0.7925, prior_entropy: 3.3219, recall: 0.7925, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.5994,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.7765, kappa: 0.6301, kb_relative_information_score: 1206766.8187, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7962, predictive_accuracy: 0.7872, prior_entropy: 3.3219, recall: 0.7872, relative_absolute_error: 0.2298, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.585,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8424, kappa: 0.7363, kb_relative_information_score: 1220160.5446, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8454, prior_entropy: 3.3219, recall: 0.8454, relative_absolute_error: 0.1718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.5862,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8424, kappa: 0.7363, kb_relative_information_score: 1220160.5446, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8454, prior_entropy: 3.3219, recall: 0.8454, relative_absolute_error: 0.1718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.5862,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.8389, kappa: 0.7305, kb_relative_information_score: 1214802.0833, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8404, predictive_accuracy: 0.8419, prior_entropy: 3.3219, recall: 0.8419, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.5928,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, f_measure: 0.8412, kappa: 0.7343, kb_relative_information_score: 1218321.0572, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8427, predictive_accuracy: 0.8442, prior_entropy: 3.3219, recall: 0.8442, relative_absolute_error: 0.1732, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5885,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.8437, kappa: 0.7386, kb_relative_information_score: 1222033.4963, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8451, predictive_accuracy: 0.8466, prior_entropy: 3.3219, recall: 0.8466, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.5839,
Joaquin Vanschoren 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7461, f_measure: 0.5903, kappa: 0.3008, kb_relative_information_score: 955621.5513, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5956, predictive_accuracy: 0.6008, prior_entropy: 3.3219, recall: 0.6008, relative_absolute_error: 0.5277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.7453,
Joaquin Vanschoren 8 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.8272, kappa: 0.7103, kb_relative_information_score: 1192512.8081, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8272, predictive_accuracy: 0.8272, prior_entropy: 3.3219, recall: 0.8272, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.6197,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5737, f_measure: 0.2808, kappa: 0.0046, kb_relative_information_score: 825505.5657, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.2209, predictive_accuracy: 0.4497, prior_entropy: 3.3219, recall: 0.4497, relative_absolute_error: 0.6632, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.814,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.715, f_measure: 0.6677, kappa: 0.4653, kb_relative_information_score: 1007643.6403, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6465, predictive_accuracy: 0.7047, prior_entropy: 3.3219, recall: 0.7047, relative_absolute_error: 0.329, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.242, root_relative_squared_error: 0.8067,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7313, f_measure: 0.6667, kappa: 0.4634, kb_relative_information_score: 1004464.6961, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6457, predictive_accuracy: 0.7037, prior_entropy: 3.3219, recall: 0.7037, relative_absolute_error: 0.3293, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.8115,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7416, f_measure: 0.6204, kappa: 0.3767, kb_relative_information_score: 996535.5256, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5911, predictive_accuracy: 0.6556, prior_entropy: 3.3219, recall: 0.6556, relative_absolute_error: 0.4725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.7506,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7109, f_measure: 0.6433, kappa: 0.4221, kb_relative_information_score: 969423.4542, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6101, predictive_accuracy: 0.6806, prior_entropy: 3.3219, recall: 0.6806, relative_absolute_error: 0.3548, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.8424,
Joaquin Vanschoren 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8365, f_measure: 0.8023, kappa: 0.6682, kb_relative_information_score: 1157541.4743, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8022, predictive_accuracy: 0.8026, prior_entropy: 3.3219, recall: 0.8026, relative_absolute_error: 0.2213, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6582,
Jan van Rijn 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.7805, kappa: 0.6298, kb_relative_information_score: 1184460.91, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7835, predictive_accuracy: 0.7841, prior_entropy: 3.3219, recall: 0.7841, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.5647,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.8438, kappa: 0.7387, kb_relative_information_score: 1222060.686, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8451, predictive_accuracy: 0.8466, prior_entropy: 3.3219, recall: 0.8466, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.5838,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.843, kappa: 0.7373, kb_relative_information_score: 1221081.857, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8445, predictive_accuracy: 0.846, prior_entropy: 3.3219, recall: 0.846, relative_absolute_error: 0.1711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.585,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8438, f_measure: 0.813, kappa: 0.6873, kb_relative_information_score: 1175877.9437, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.813, predictive_accuracy: 0.8163, prior_entropy: 3.3219, recall: 0.8163, relative_absolute_error: 0.2041, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.639,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8434, f_measure: 0.8126, kappa: 0.6868, kb_relative_information_score: 1175571.5368, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8129, predictive_accuracy: 0.8161, prior_entropy: 3.3219, recall: 0.8161, relative_absolute_error: 0.2044, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.6393,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.8125, kappa: 0.6866, kb_relative_information_score: 1175432.451, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8128, predictive_accuracy: 0.816, prior_entropy: 3.3219, recall: 0.816, relative_absolute_error: 0.2045, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.6395,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, f_measure: 0.8123, kappa: 0.6862, kb_relative_information_score: 1175045.5207, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8126, predictive_accuracy: 0.8157, prior_entropy: 3.3219, recall: 0.8157, relative_absolute_error: 0.2047, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.192, root_relative_squared_error: 0.6399,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, f_measure: 0.8123, kappa: 0.6862, kb_relative_information_score: 1175044.475, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8126, predictive_accuracy: 0.8157, prior_entropy: 3.3219, recall: 0.8157, relative_absolute_error: 0.2047, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.192, root_relative_squared_error: 0.6399,
Joaquin Vanschoren 8 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8089, kappa: 0.6808, kb_relative_information_score: 1187853.5853, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.809, predictive_accuracy: 0.8119, prior_entropy: 3.3219, recall: 0.8119, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.5571,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, f_measure: 0.7739, kappa: 0.621, kb_relative_information_score: 941997.6836, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7812, predictive_accuracy: 0.7812, prior_entropy: 3.3219, recall: 0.7812, relative_absolute_error: 0.5521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.6951,
Joaquin Vanschoren 8 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.7637, kappa: 0.6019, kb_relative_information_score: 1169715.9331, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7682, predictive_accuracy: 0.7678, prior_entropy: 3.3219, recall: 0.7678, relative_absolute_error: 0.3096, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.5791,

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

estimation_procedure Interleaved Test then Train
source_data CovPokElec (1)
target_feature class

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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