Task
Supervised Data Stream Classification on anneal

Supervised Data Stream Classification on anneal

Task 2170 Supervised Data Stream Classification anneal 62 runs submitted
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Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5101, f_measure: 0.6058, kappa: 0.0147, kb_relative_information_score: 507.9785, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6059, predictive_accuracy: 0.6058, prior_entropy: 2.585, recall: 0.6058, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9727,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.7318, kappa: 0.4184, kb_relative_information_score: 514.6575, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8342, predictive_accuracy: 0.6993, prior_entropy: 2.585, recall: 0.6993, relative_absolute_error: 0.6179, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.7091,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.8567, kappa: 0.6262, kb_relative_information_score: 566.4048, mean_absolute_error: 0.1532, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8814, predictive_accuracy: 0.8775, prior_entropy: 2.585, recall: 0.8775, relative_absolute_error: 0.5514, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.6505,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.8553, kappa: 0.6227, kb_relative_information_score: 649.121, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8796, predictive_accuracy: 0.8764, prior_entropy: 2.585, recall: 0.8764, relative_absolute_error: 0.4326, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.5925,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.8576, kappa: 0.6286, kb_relative_information_score: 730.8973, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8828, predictive_accuracy: 0.8786, prior_entropy: 2.585, recall: 0.8786, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.196, root_relative_squared_error: 0.5258,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7556, f_measure: 0.8583, kappa: 0.631, kb_relative_information_score: 740.287, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8838, predictive_accuracy: 0.8797, prior_entropy: 2.585, recall: 0.8797, relative_absolute_error: 0.2136, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.5936,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.8583, kappa: 0.631, kb_relative_information_score: 779.0104, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8838, predictive_accuracy: 0.8797, prior_entropy: 2.585, recall: 0.8797, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5373,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.7318, kappa: 0.4184, kb_relative_information_score: 514.6575, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8342, predictive_accuracy: 0.6993, prior_entropy: 2.585, recall: 0.6993, relative_absolute_error: 0.6179, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.7091,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.7304, kappa: 0.4079, kb_relative_information_score: 622.1891, mean_absolute_error: 0.1321, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.824, predictive_accuracy: 0.7004, prior_entropy: 2.585, recall: 0.7004, relative_absolute_error: 0.4754, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.6324,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8548, kappa: 0.6195, kb_relative_information_score: 729.0857, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8813, predictive_accuracy: 0.8753, prior_entropy: 2.585, recall: 0.8753, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.5292,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8548, kappa: 0.6195, kb_relative_information_score: 729.0857, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8813, predictive_accuracy: 0.8753, prior_entropy: 2.585, recall: 0.8753, relative_absolute_error: 0.2788, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.5292,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7548, f_measure: 0.7428, kappa: 0.2923, kb_relative_information_score: 738.9881, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.7201, predictive_accuracy: 0.8051, prior_entropy: 2.585, recall: 0.8051, relative_absolute_error: 0.2151, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.5962,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.8583, kappa: 0.631, kb_relative_information_score: 779.0104, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8838, predictive_accuracy: 0.8797, prior_entropy: 2.585, recall: 0.8797, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5373,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.8583, kappa: 0.631, kb_relative_information_score: 779.0104, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8838, predictive_accuracy: 0.8797, prior_entropy: 2.585, recall: 0.8797, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5373,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7653, f_measure: 0.8516, kappa: 0.6159, kb_relative_information_score: 766.8911, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8566, predictive_accuracy: 0.8675, prior_entropy: 2.585, recall: 0.8675, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.564,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.8583, kappa: 0.631, kb_relative_information_score: 779.0104, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8838, predictive_accuracy: 0.8797, prior_entropy: 2.585, recall: 0.8797, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5373,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.8583, kappa: 0.631, kb_relative_information_score: 779.0104, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8838, predictive_accuracy: 0.8797, prior_entropy: 2.585, recall: 0.8797, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5373,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7757, f_measure: 0.842, kappa: 0.595, kb_relative_information_score: 748.1612, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8396, predictive_accuracy: 0.8486, prior_entropy: 2.585, recall: 0.8486, relative_absolute_error: 0.1817, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.6029,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6881, f_measure: 0.7255, kappa: 0.3288, kb_relative_information_score: 597.2207, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.7942, predictive_accuracy: 0.696, prior_entropy: 2.585, recall: 0.696, relative_absolute_error: 0.3648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3183, root_relative_squared_error: 0.8542,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7918, f_measure: 0.705, kappa: 0.4248, kb_relative_information_score: 563.0663, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8445, predictive_accuracy: 0.6615, prior_entropy: 2.585, recall: 0.6615, relative_absolute_error: 0.4062, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.9014,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7707, f_measure: 0.8569, kappa: 0.6237, kb_relative_information_score: 769.0946, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8768, predictive_accuracy: 0.8697, prior_entropy: 2.585, recall: 0.8697, relative_absolute_error: 0.1563, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.5592,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7536, f_measure: 0.8547, kappa: 0.6188, kb_relative_information_score: 773.5016, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8807, predictive_accuracy: 0.8742, prior_entropy: 2.585, recall: 0.8742, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.5495,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.8583, kappa: 0.631, kb_relative_information_score: 779.0104, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8838, predictive_accuracy: 0.8797, prior_entropy: 2.585, recall: 0.8797, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5373,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7918, f_measure: 0.705, kappa: 0.4248, kb_relative_information_score: 563.0663, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8445, predictive_accuracy: 0.6615, prior_entropy: 2.585, recall: 0.6615, relative_absolute_error: 0.4062, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.9014,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7707, f_measure: 0.8569, kappa: 0.6237, kb_relative_information_score: 769.0946, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8768, predictive_accuracy: 0.8697, prior_entropy: 2.585, recall: 0.8697, relative_absolute_error: 0.1563, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.5592,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7536, f_measure: 0.8547, kappa: 0.6188, kb_relative_information_score: 773.5016, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8807, predictive_accuracy: 0.8742, prior_entropy: 2.585, recall: 0.8742, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.5495,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.8583, kappa: 0.631, kb_relative_information_score: 779.0104, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8838, predictive_accuracy: 0.8797, prior_entropy: 2.585, recall: 0.8797, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5373,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.8583, kappa: 0.631, kb_relative_information_score: 779.0104, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8838, predictive_accuracy: 0.8797, prior_entropy: 2.585, recall: 0.8797, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5373,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7042, f_measure: 0.6703, kappa: 0.0355, kb_relative_information_score: 575.0609, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6933, predictive_accuracy: 0.765, prior_entropy: 2.585, recall: 0.765, relative_absolute_error: 0.4714, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.6752,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7033, f_measure: 0.6678, kappa: 0.028, kb_relative_information_score: 581.0479, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6926, predictive_accuracy: 0.7639, prior_entropy: 2.585, recall: 0.7639, relative_absolute_error: 0.4628, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.6744,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7837, f_measure: 0.6678, kappa: 0.028, kb_relative_information_score: 583.8289, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6926, predictive_accuracy: 0.7639, prior_entropy: 2.585, recall: 0.7639, relative_absolute_error: 0.4602, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2473, root_relative_squared_error: 0.6635,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, f_measure: 0.6602, kappa: 0.0054, kb_relative_information_score: 580.5245, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6907, predictive_accuracy: 0.7606, prior_entropy: 2.585, recall: 0.7606, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.25, root_relative_squared_error: 0.6708,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6445, f_measure: 0.6703, kappa: 0.0355, kb_relative_information_score: 601.5915, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6933, predictive_accuracy: 0.765, prior_entropy: 2.585, recall: 0.765, relative_absolute_error: 0.4489, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2425, root_relative_squared_error: 0.6506,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6546, f_measure: 0.7568, kappa: 0.3696, kb_relative_information_score: 615.0748, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8033, predictive_accuracy: 0.8218, prior_entropy: 2.585, recall: 0.8218, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.6335,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.642, f_measure: 0.7606, kappa: 0.3809, kb_relative_information_score: 613.0086, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8493, predictive_accuracy: 0.8241, prior_entropy: 2.585, recall: 0.8241, relative_absolute_error: 0.4375, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.635,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6898, f_measure: 0.7594, kappa: 0.3753, kb_relative_information_score: 615.3545, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8486, predictive_accuracy: 0.8229, prior_entropy: 2.585, recall: 0.8229, relative_absolute_error: 0.4343, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2351, root_relative_squared_error: 0.6308,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7346, f_measure: 0.6772, kappa: 0.0581, kb_relative_information_score: 604.2172, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.733, predictive_accuracy: 0.765, prior_entropy: 2.585, recall: 0.765, relative_absolute_error: 0.4458, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6458,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.705, kappa: 0.4248, kb_relative_information_score: 577.5778, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8445, predictive_accuracy: 0.6615, prior_entropy: 2.585, ram_hours: 0, recall: 0.6615, relative_absolute_error: 0.3952, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3176, root_relative_squared_error: 0.8522, run_cpu_time: 0.015,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7346, f_measure: 0.6772, kappa: 0.0581, kb_relative_information_score: 604.2172, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.733, predictive_accuracy: 0.765, prior_entropy: 2.585, ram_hours: 0, recall: 0.765, relative_absolute_error: 0.4458, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6458, run_cpu_time: 0.1256,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0001, predictive_accuracy: 0.0089, prior_entropy: 2.585, ram_hours: 0, recall: 0.0089, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.0143,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.025, kappa: 0.0023, kb_relative_information_score: 18.799, mean_absolute_error: 0.2962, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0154, predictive_accuracy: 0.1114, prior_entropy: 2.585, ram_hours: 0, recall: 0.1114, relative_absolute_error: 1.0664, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5443, root_relative_squared_error: 1.4604, run_cpu_time: 0.0171,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0001, predictive_accuracy: 0.0089, prior_entropy: 2.585, ram_hours: 0, recall: 0.0089, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.0141,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5101, f_measure: 0.6058, kappa: 0.0147, kb_relative_information_score: 507.9785, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6059, predictive_accuracy: 0.6058, prior_entropy: 2.585, ram_hours: 0, recall: 0.6058, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3625, root_relative_squared_error: 0.9727, run_cpu_time: 0.0083,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0001, predictive_accuracy: 0.0089, prior_entropy: 2.585, ram_hours: 0, recall: 0.0089, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.015,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4849, f_measure: 0.6677, kappa: 0.0301, kb_relative_information_score: 572.8594, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6931, predictive_accuracy: 0.7628, prior_entropy: 2.585, ram_hours: 0, recall: 0.7628, relative_absolute_error: 0.4724, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2591, root_relative_squared_error: 0.6952, run_cpu_time: 0.0228,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.8551, kappa: 0.6217, kb_relative_information_score: 778.68, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8759, predictive_accuracy: 0.8764, prior_entropy: 2.585, ram_hours: 0, recall: 0.8764, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.4579, run_cpu_time: 6.3502,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0001, predictive_accuracy: 0.0089, prior_entropy: 2.585, recall: 0.0089, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.02,
Joaquin Vanschoren 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, kb_relative_information_score: -82.5625, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0001, predictive_accuracy: 0.0089, prior_entropy: 2.585, recall: 0.0089, relative_absolute_error: 1.1893, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5748, root_relative_squared_error: 1.5423, run_cpu_time: 0.02,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7346, f_measure: 0.6772, kappa: 0.0581, kb_relative_information_score: 604.2172, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.733, predictive_accuracy: 0.765, prior_entropy: 2.585, recall: 0.765, relative_absolute_error: 0.4458, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6458, run_cpu_time: 0.29,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4849, f_measure: 0.6677, kappa: 0.0301, kb_relative_information_score: 572.8594, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6931, predictive_accuracy: 0.7628, prior_entropy: 2.585, ram_hours: 0, recall: 0.7628, relative_absolute_error: 0.4724, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2591, root_relative_squared_error: 0.6952, run_cpu_time: 0.0197,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.462, f_measure: 0.6581, kappa: -0.0012, kb_relative_information_score: 571.1664, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.58, predictive_accuracy: 0.7606, prior_entropy: 2.585, ram_hours: 0, recall: 0.7606, relative_absolute_error: 0.4741, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2596, root_relative_squared_error: 0.6965, run_cpu_time: 0.016,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0001, predictive_accuracy: 0.0089, prior_entropy: 2.585, ram_hours: 0, recall: 0.0089, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.0152,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, kb_relative_information_score: -82.5625, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0001, predictive_accuracy: 0.0089, prior_entropy: 2.585, ram_hours: 0, recall: 0.0089, relative_absolute_error: 1.1893, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5748, root_relative_squared_error: 1.5423, run_cpu_time: 0.0105,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.8592, kappa: 0.6335, kb_relative_information_score: 778.7687, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8854, predictive_accuracy: 0.8808, prior_entropy: 2.585, ram_hours: 0, recall: 0.8808, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.4577, run_cpu_time: 0.3605,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.7259, kappa: 0.4069, kb_relative_information_score: 582.0019, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8011, predictive_accuracy: 0.6915, prior_entropy: 2.585, ram_hours: 0, recall: 0.6915, relative_absolute_error: 0.5116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.6695, run_cpu_time: 0.15,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6164, f_measure: 0.7496, kappa: 0.3732, kb_relative_information_score: 624.699, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6929, predictive_accuracy: 0.8207, prior_entropy: 2.585, ram_hours: 0, recall: 0.8207, relative_absolute_error: 0.4139, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.6244, run_cpu_time: 0.01,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6275, f_measure: 0.7583, kappa: 0.3697, kb_relative_information_score: 615.0184, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8478, predictive_accuracy: 0.8218, prior_entropy: 2.585, ram_hours: 0, recall: 0.8218, relative_absolute_error: 0.4346, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.6331, run_cpu_time: 0.21,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0219, kappa: -0.0001, kb_relative_information_score: 16.5955, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0122, predictive_accuracy: 0.1091, prior_entropy: 2.585, ram_hours: 0, recall: 0.1091, relative_absolute_error: 1.069, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.4622, run_cpu_time: 0.01,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5017, f_measure: 0.3628, kappa: 0.0033, kb_relative_information_score: 143.5317, mean_absolute_error: 0.2602, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6905, predictive_accuracy: 0.2617, prior_entropy: 2.585, ram_hours: 0, recall: 0.2617, relative_absolute_error: 0.9367, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4922, root_relative_squared_error: 1.3208, run_cpu_time: 0.01,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.7259, kappa: 0.4069, kb_relative_information_score: 582.0019, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8011, predictive_accuracy: 0.6915, prior_entropy: 2.585, ram_hours: 0, recall: 0.6915, relative_absolute_error: 0.5116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.6695, run_cpu_time: 0.15,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.462, f_measure: 0.6581, kappa: -0.0012, kb_relative_information_score: 571.1664, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.58, predictive_accuracy: 0.7606, prior_entropy: 2.585, ram_hours: 0, recall: 0.7606, relative_absolute_error: 0.4741, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2596, root_relative_squared_error: 0.6965, run_cpu_time: 0.02,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0001, predictive_accuracy: 0.0089, prior_entropy: 2.585, ram_hours: 0, recall: 0.0089, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.02,

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 anneal (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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