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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Joaquin Vanschoren 8 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6677, f_measure: 0.4988, kappa: 0.2008, kb_relative_information_score: 724839.162, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5739, predictive_accuracy: 0.4599, prior_entropy: 3.3219, recall: 0.4599, relative_absolute_error: 0.6577, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.9107,
Joaquin Vanschoren 8 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107,
Joaquin Vanschoren 8 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107,
Joaquin Vanschoren 8 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9346, f_measure: 0.8237, kappa: 0.7059, kb_relative_information_score: 1204490.4098, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8237, predictive_accuracy: 0.8269, prior_entropy: 3.3219, recall: 0.8269, relative_absolute_error: 0.2627, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.5355,
Joaquin Vanschoren 8 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.723, kappa: 0.537, kb_relative_information_score: 1068145.7058, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7238, predictive_accuracy: 0.7228, prior_entropy: 3.3219, recall: 0.7228, relative_absolute_error: 0.4276, 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.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9464, kappa: 0.911, kb_relative_information_score: 1328899.3198, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.9468, predictive_accuracy: 0.9474, prior_entropy: 3.3219, recall: 0.9474, relative_absolute_error: 0.1693, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0998, root_relative_squared_error: 0.3327,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9338, kappa: 0.8901, kb_relative_information_score: 1314726.5036, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.9344, predictive_accuracy: 0.9352, prior_entropy: 3.3219, recall: 0.9352, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.3593,
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: 0.8667, f_measure: 0.8427, kappa: 0.7369, kb_relative_information_score: 1220671.9201, mean_absolute_error: 0.0309, 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: 0.1714, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.5856,
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,
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: 0.8595, f_measure: 0.8342, kappa: 0.7226, kb_relative_information_score: 1208621.6565, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8371, predictive_accuracy: 0.8378, prior_entropy: 3.3219, recall: 0.8378, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.6004,
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: 0.8595, f_measure: 0.8342, kappa: 0.7226, kb_relative_information_score: 1208621.6565, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8371, predictive_accuracy: 0.8378, prior_entropy: 3.3219, recall: 0.8378, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.6004,
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: 0.8665, f_measure: 0.8431, kappa: 0.7375, kb_relative_information_score: 1222010.4897, 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: 0.1705, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.5839,
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: 0.7364, kb_relative_information_score: 1220326.8201, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.586,
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: 0.8665, f_measure: 0.8431, kappa: 0.7375, kb_relative_information_score: 1222010.4897, 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: 0.1705, 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.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: 0.7364, kb_relative_information_score: 1220326.8201, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.586,
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: 0.8646, f_measure: 0.8403, kappa: 0.7327, kb_relative_information_score: 1216896.7355, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8416, predictive_accuracy: 0.8432, prior_entropy: 3.3219, recall: 0.8432, relative_absolute_error: 0.1742, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.5902,
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: 0.8661, f_measure: 0.8421, kappa: 0.7357, kb_relative_information_score: 1219701.4571, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8435, 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,
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: 0.8633, f_measure: 0.8393, kappa: 0.7309, kb_relative_information_score: 1215804.9647, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.841, predictive_accuracy: 0.8425, prior_entropy: 3.3219, recall: 0.8425, relative_absolute_error: 0.175, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.5916,
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: 0.8633, f_measure: 0.8393, kappa: 0.7309, kb_relative_information_score: 1215804.9647, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.841, predictive_accuracy: 0.8425, prior_entropy: 3.3219, recall: 0.8425, relative_absolute_error: 0.175, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.5916,
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: 0.8702, f_measure: 0.8473, kappa: 0.7446, kb_relative_information_score: 1228060.1967, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8491, predictive_accuracy: 0.8506, prior_entropy: 3.3219, recall: 0.8506, relative_absolute_error: 0.166, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.5763,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8363, kappa: 0.727, kb_relative_information_score: 1200768.4467, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8369, predictive_accuracy: 0.8405, prior_entropy: 3.3219, recall: 0.8405, relative_absolute_error: 0.3091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.5129,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8363, kappa: 0.727, kb_relative_information_score: 1200768.4467, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8369, predictive_accuracy: 0.8405, prior_entropy: 3.3219, recall: 0.8405, relative_absolute_error: 0.3091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.5129,
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: 0.868, f_measure: 0.8447, kappa: 0.7402, kb_relative_information_score: 1224187.7567, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8465, predictive_accuracy: 0.848, prior_entropy: 3.3219, recall: 0.848, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.5812,
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: 0.8731, f_measure: 0.8508, kappa: 0.7506, kb_relative_information_score: 1233558.7896, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8528, predictive_accuracy: 0.8542, prior_entropy: 3.3219, recall: 0.8542, relative_absolute_error: 0.162, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.5693,
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: 0.8667, f_measure: 0.8427, kappa: 0.7369, kb_relative_information_score: 1220671.9201, mean_absolute_error: 0.0309, 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: 0.1714, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.5856,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.8366, kappa: 0.7274, kb_relative_information_score: 1199450.8443, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8371, predictive_accuracy: 0.8407, prior_entropy: 3.3219, recall: 0.8407, relative_absolute_error: 0.3103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.5145,
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: 0.8595, f_measure: 0.8345, kappa: 0.723, kb_relative_information_score: 1208522.3095, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8361, predictive_accuracy: 0.8377, prior_entropy: 3.3219, recall: 0.8377, relative_absolute_error: 0.1803, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.6005,
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: 0.8621, f_measure: 0.8371, kappa: 0.7274, kb_relative_information_score: 1212152.1338, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8384, predictive_accuracy: 0.8401, prior_entropy: 3.3219, recall: 0.8401, relative_absolute_error: 0.1777, 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.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8621, f_measure: 0.8371, kappa: 0.7274, kb_relative_information_score: 1212152.1338, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8384, predictive_accuracy: 0.8401, prior_entropy: 3.3219, recall: 0.8401, relative_absolute_error: 0.1777, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.5961,
Joaquin Vanschoren 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9204, kappa: 0.8679, kb_relative_information_score: 1303079.9787, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.921, predictive_accuracy: 0.9222, prior_entropy: 3.3219, recall: 0.9222, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.3817,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.8983, kappa: 0.8307, kb_relative_information_score: 1284142.8993, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8989, predictive_accuracy: 0.9004, prior_entropy: 3.3219, recall: 0.9004, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.416,
Joaquin Vanschoren 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9204, kappa: 0.8679, kb_relative_information_score: 1303079.9787, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.921, predictive_accuracy: 0.9222, prior_entropy: 3.3219, recall: 0.9222, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.3817,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.833, kappa: 0.7213, kb_relative_information_score: 1197936.3751, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8334, predictive_accuracy: 0.8371, prior_entropy: 3.3219, recall: 0.8371, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.5179,
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: 0.8702, f_measure: 0.8473, kappa: 0.7446, kb_relative_information_score: 1228060.1967, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8491, predictive_accuracy: 0.8506, prior_entropy: 3.3219, recall: 0.8506, relative_absolute_error: 0.166, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.5763,
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: 0.7364, kb_relative_information_score: 1220326.8201, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.586,
Joaquin Vanschoren 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.8098, kappa: 0.6826, kb_relative_information_score: 1153550.9039, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8152, predictive_accuracy: 0.8166, prior_entropy: 3.3219, recall: 0.8166, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.5546,
Joaquin Vanschoren 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.8133, kappa: 0.6886, kb_relative_information_score: 1161269.1295, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8187, predictive_accuracy: 0.82, prior_entropy: 3.3219, recall: 0.82, relative_absolute_error: 0.3517, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.5476,
Joaquin Vanschoren 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8455, kappa: 0.7418, kb_relative_information_score: 1240586.6614, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8471, predictive_accuracy: 0.8488, prior_entropy: 3.3219, recall: 0.8488, relative_absolute_error: 0.2258, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.5011,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.8313, kappa: 0.7182, kb_relative_information_score: 1193979.8736, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8316, predictive_accuracy: 0.8352, prior_entropy: 3.3219, recall: 0.8352, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5223,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.8313, kappa: 0.7182, kb_relative_information_score: 1193979.8736, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8316, predictive_accuracy: 0.8352, prior_entropy: 3.3219, recall: 0.8352, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5223,
Jan van Rijn 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.8425, kappa: 0.7364, kb_relative_information_score: 1239741.6392, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.4998,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9461, f_measure: 0.8319, kappa: 0.72, kb_relative_information_score: 1185445.0309, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8368, predictive_accuracy: 0.8376, prior_entropy: 3.3219, recall: 0.8376, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5222,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.8313, kappa: 0.7182, kb_relative_information_score: 1193982.4986, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8316, predictive_accuracy: 0.8352, prior_entropy: 3.3219, recall: 0.8352, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5223,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.8313, kappa: 0.7182, kb_relative_information_score: 1193979.8736, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8316, predictive_accuracy: 0.8352, prior_entropy: 3.3219, recall: 0.8352, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5223,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.8366, kappa: 0.7274, kb_relative_information_score: 1199450.8443, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8371, predictive_accuracy: 0.8407, prior_entropy: 3.3219, recall: 0.8407, relative_absolute_error: 0.3103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.5145,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.833, kappa: 0.7213, kb_relative_information_score: 1197936.258, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8334, predictive_accuracy: 0.8371, prior_entropy: 3.3219, recall: 0.8371, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.5179,
Mark Graus 9 years ago
ran flow moa.RandomHoeffdingTree(1) 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,
Mark Graus 9 years ago
ran flow moa.HoeffdingTree(1) 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 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.822, kappa: 0.702, kb_relative_information_score: 1190216.7704, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8221, predictive_accuracy: 0.8255, prior_entropy: 3.3219, recall: 0.8255, relative_absolute_error: 0.313, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.5318,
Niek Tax 9 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9359, f_measure: 0.8163, kappa: 0.6919, kb_relative_information_score: 1198243.2178, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8175, predictive_accuracy: 0.819, prior_entropy: 3.3219, recall: 0.819, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.5319,
Niek Tax 9 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.8697, kappa: 0.7834, kb_relative_information_score: 1237077.7899, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8715, predictive_accuracy: 0.8736, prior_entropy: 3.3219, recall: 0.8736, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.4641,
Niek Tax 9 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.8579, kappa: 0.7638, kb_relative_information_score: 1220142.9629, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8601, predictive_accuracy: 0.8625, prior_entropy: 3.3219, recall: 0.8625, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.145, root_relative_squared_error: 0.4832,
Niek Tax 9 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.836, kappa: 0.7256, kb_relative_information_score: 1200837.6544, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8377, predictive_accuracy: 0.84, prior_entropy: 3.3219, recall: 0.84, relative_absolute_error: 0.3117, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1536, root_relative_squared_error: 0.5121,
Alberto Corvo 9 years ago
ran flow moa.HoeffdingTree(1) 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,
Alberto Corvo 9 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9068, kappa: 0.8439, kb_relative_information_score: 1140099.3054, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.9069, predictive_accuracy: 0.9078, prior_entropy: 3.3219, recall: 0.9078, relative_absolute_error: 0.4174, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.5615,
Joaquin Vanschoren 9 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5997, f_measure: 0.509, kappa: 0.2179, kb_relative_information_score: 783887.5675, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6293, predictive_accuracy: 0.5564, prior_entropy: 3.3219, recall: 0.5564, relative_absolute_error: 0.496, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.9864,
Chao Zhang 9 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8543, f_measure: 0.719, kappa: 0.5302, kb_relative_information_score: 1077469.0279, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7195, predictive_accuracy: 0.7196, prior_entropy: 3.3219, recall: 0.7196, relative_absolute_error: 0.362, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.6788,
Chao Zhang 9 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5809, f_measure: 0.3342, kappa: 0.119, kb_relative_information_score: 327261.8071, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6417, predictive_accuracy: 0.2379, prior_entropy: 3.3219, recall: 0.2379, relative_absolute_error: 0.8602, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3779, root_relative_squared_error: 1.2596,
Szilard Kalosi 9 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9081, kappa: 0.8479, kb_relative_information_score: 1278914.9013, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.9091, predictive_accuracy: 0.9108, prior_entropy: 3.3219, recall: 0.9108, relative_absolute_error: 0.2284, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1225, root_relative_squared_error: 0.4084,
Alberto Corvo 9 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.3408, kappa: 0.124, kb_relative_information_score: 334906.7076, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.654, predictive_accuracy: 0.2424, prior_entropy: 3.3219, recall: 0.2424, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.2556,
Alfredo Bolt 9 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.7338, kappa: 0.5549, kb_relative_information_score: 1095986.2258, mean_absolute_error: 0.0638, 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: 0.3545, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6583,
Alberto Corvo 9 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.7338, kappa: 0.5549, kb_relative_information_score: 1095986.2258, mean_absolute_error: 0.0638, 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: 0.3545, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6583,
Szilard Kalosi 9 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.7831, kappa: 0.6363, kb_relative_information_score: 1156588.1105, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7829, predictive_accuracy: 0.7847, prior_entropy: 3.3219, recall: 0.7847, relative_absolute_error: 0.2943, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.6035,
Alfredo Bolt 9 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.3408, kappa: 0.124, kb_relative_information_score: 334906.7076, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.654, predictive_accuracy: 0.2424, prior_entropy: 3.3219, recall: 0.2424, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.2556,
Szilard Kalosi 9 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.7831, kappa: 0.6363, kb_relative_information_score: 1156588.1105, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7829, predictive_accuracy: 0.7847, prior_entropy: 3.3219, recall: 0.7847, relative_absolute_error: 0.2943, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.6035,
Mustafa Radha 9 years ago
ran flow moa.WeightedMajorityAlgorithm(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.7736, kappa: 0.6202, kb_relative_information_score: 1142962.736, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7729, predictive_accuracy: 0.775, prior_entropy: 3.3219, recall: 0.775, relative_absolute_error: 0.309, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.6078,
Mark Graus 9 years ago
ran flow moa.HoeffdingTree(1) 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,
Mark Graus 9 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8449, f_measure: 0.7057, kappa: 0.5099, kb_relative_information_score: 1065134.2647, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7101, predictive_accuracy: 0.7092, prior_entropy: 3.3219, recall: 0.7092, relative_absolute_error: 0.3806, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2054, root_relative_squared_error: 0.6847,
Alfredo Bolt 9 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.3408, kappa: 0.124, kb_relative_information_score: 334906.7076, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.654, predictive_accuracy: 0.2424, prior_entropy: 3.3219, recall: 0.2424, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.2556,
Alfredo Bolt 9 years ago
ran flow moa.HoeffdingTree(1) 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,
Alberto Corvo 9 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.7338, kappa: 0.5549, kb_relative_information_score: 1095986.2258, mean_absolute_error: 0.0638, 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: 0.3545, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6583,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.7338, kappa: 0.5549, kb_relative_information_score: 1095986.2258, mean_absolute_error: 0.0638, 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: 0.3545, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6583,
Mustafa Radha 9 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7233, f_measure: 0.575, kappa: 0.2758, kb_relative_information_score: 922114.5887, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5759, predictive_accuracy: 0.5838, prior_entropy: 3.3219, recall: 0.5838, relative_absolute_error: 0.5351, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.7737,
Mark Graus 9 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.711, kappa: 0.5185, kb_relative_information_score: 1070205.6038, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7141, predictive_accuracy: 0.7135, prior_entropy: 3.3219, recall: 0.7135, relative_absolute_error: 0.3777, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.681,
Alberto Corvo 9 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.3408, kappa: 0.124, kb_relative_information_score: 334906.7076, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.654, predictive_accuracy: 0.2424, prior_entropy: 3.3219, recall: 0.2424, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.2556,
Joaquin Vanschoren 9 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.3408, kappa: 0.124, kb_relative_information_score: 334906.7076, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.654, predictive_accuracy: 0.2424, prior_entropy: 3.3219, recall: 0.2424, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.2556,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(1) 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 9 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.7338, kappa: 0.5549, kb_relative_information_score: 1095986.2258, mean_absolute_error: 0.0638, 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: 0.3545, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6583,
Joaquin Vanschoren 9 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.3408, kappa: 0.124, kb_relative_information_score: 334906.7076, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.654, predictive_accuracy: 0.2424, prior_entropy: 3.3219, recall: 0.2424, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.2556,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.7723, kappa: 0.6153, kb_relative_information_score: 1175112.008, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7753, predictive_accuracy: 0.7757, prior_entropy: 3.3219, recall: 0.7757, relative_absolute_error: 0.3129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.569,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6085, f_measure: 0.3396, kappa: 0.1243, kb_relative_information_score: 342993.9614, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6511, predictive_accuracy: 0.2431, prior_entropy: 3.3219, recall: 0.2431, relative_absolute_error: 0.853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3478, root_relative_squared_error: 1.1593,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_RuleClassifier(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.7012, kappa: 0.5008, kb_relative_information_score: 1031425.4851, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7079, predictive_accuracy: 0.715, prior_entropy: 3.3219, recall: 0.715, relative_absolute_error: 0.4859, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.201, root_relative_squared_error: 0.6701,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6208, f_measure: 0.6323, kappa: 0.3715, kb_relative_information_score: 716231.4138, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6401, predictive_accuracy: 0.6406, prior_entropy: 3.3219, recall: 0.6406, relative_absolute_error: 0.7487, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.8477,
Jan van Rijn 9 years ago
ran flow moa.SGD(1) 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,
Jan van Rijn 9 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6331, f_measure: 0.6717, kappa: 0.4403, kb_relative_information_score: 722050.8568, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6833, predictive_accuracy: 0.6776, prior_entropy: 3.3219, recall: 0.6776, relative_absolute_error: 0.7456, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.8449,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9127, f_measure: 0.8168, kappa: 0.6955, kb_relative_information_score: 1204364.5414, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8189, predictive_accuracy: 0.8218, prior_entropy: 3.3219, recall: 0.8218, relative_absolute_error: 0.2385, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.167, root_relative_squared_error: 0.5567,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.8101, kappa: 0.6838, kb_relative_information_score: 1199971.1313, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8105, predictive_accuracy: 0.8148, prior_entropy: 3.3219, recall: 0.8148, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.5702,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.7693, kappa: 0.6142, kb_relative_information_score: 1151273.8289, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7692, predictive_accuracy: 0.7703, prior_entropy: 3.3219, recall: 0.7703, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.599,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.81, f_measure: 0.6869, kappa: 0.4726, kb_relative_information_score: 1040916.0452, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6872, predictive_accuracy: 0.6885, prior_entropy: 3.3219, recall: 0.6885, relative_absolute_error: 0.4251, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.7015,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7142, f_measure: 0.6332, kappa: 0.4047, kb_relative_information_score: 960858.0552, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5995, predictive_accuracy: 0.6709, prior_entropy: 3.3219, recall: 0.6709, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.8454,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.7416, kappa: 0.6081, kb_relative_information_score: 1147326.6247, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7066, predictive_accuracy: 0.7835, prior_entropy: 3.3219, recall: 0.7835, relative_absolute_error: 0.2452, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.6556,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.8113, kappa: 0.6859, kb_relative_information_score: 1197248.1712, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8119, predictive_accuracy: 0.8158, prior_entropy: 3.3219, recall: 0.8158, relative_absolute_error: 0.2403, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.5684,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7949, f_measure: 0.6552, kappa: 0.4234, kb_relative_information_score: 1004578.9289, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.667, predictive_accuracy: 0.6708, prior_entropy: 3.3219, recall: 0.6708, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.7132,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7416, f_measure: 0.6763, kappa: 0.4584, kb_relative_information_score: 990434.0011, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6832, predictive_accuracy: 0.6868, prior_entropy: 3.3219, recall: 0.6868, relative_absolute_error: 0.3578, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.8114,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.7974, kappa: 0.6633, kb_relative_information_score: 1169312.2537, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7966, predictive_accuracy: 0.8033, prior_entropy: 3.3219, recall: 0.8033, relative_absolute_error: 0.2734, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.5865,
Jan van Rijn 9 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4925, f_measure: 0.0248, kappa: 0.0026, kb_relative_information_score: -36491.2736, mean_absolute_error: 0.1966, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.2086, predictive_accuracy: 0.0202, prior_entropy: 3.3219, recall: 0.0202, relative_absolute_error: 1.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4413, root_relative_squared_error: 1.4711,
Jan van Rijn 9 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5501, f_measure: 0.427, kappa: 0.0965, kb_relative_information_score: 771200.6951, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.4927, predictive_accuracy: 0.4946, prior_entropy: 3.3219, recall: 0.4946, relative_absolute_error: 0.5882, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.9215,
Jan van Rijn 9 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5997, f_measure: 0.509, kappa: 0.2179, kb_relative_information_score: 783887.5675, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6293, predictive_accuracy: 0.5564, prior_entropy: 3.3219, recall: 0.5564, relative_absolute_error: 0.496, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.9864,

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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