Task
Supervised Data Stream Classification on codrnaNorm

Supervised Data Stream Classification on codrnaNorm

Task 7315 Supervised Data Stream Classification codrnaNorm 309 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16
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Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.949, kappa: 0.8852, kb_relative_information_score: 389800.0768, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.949, predictive_accuracy: 0.9491, prior_entropy: 1, recall: 0.9491, relative_absolute_error: 0.2181, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.4562,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9486, kappa: 0.8847, kb_relative_information_score: 437225.8263, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9489, predictive_accuracy: 0.9485, prior_entropy: 1, recall: 0.9485, relative_absolute_error: 0.1051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4034,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9482, kappa: 0.8836, kb_relative_information_score: 382053.5454, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9483, predictive_accuracy: 0.9481, prior_entropy: 1, recall: 0.9481, relative_absolute_error: 0.2337, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.237, root_relative_squared_error: 0.474,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.9081, kappa: 0.7894, kb_relative_information_score: 357746.7457, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9136, predictive_accuracy: 0.9106, prior_entropy: 1, recall: 0.9106, relative_absolute_error: 0.2893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.5068,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.9531, kappa: 0.8948, kb_relative_information_score: 442651, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9533, predictive_accuracy: 0.953, prior_entropy: 1, recall: 0.953, relative_absolute_error: 0.094, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.4335,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9513, kappa: 0.8907, kb_relative_information_score: 440871, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9515, predictive_accuracy: 0.9512, prior_entropy: 1, recall: 0.9512, relative_absolute_error: 0.0976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.4419,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9513, kappa: 0.8907, kb_relative_information_score: 440871, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9515, predictive_accuracy: 0.9512, prior_entropy: 1, recall: 0.9512, relative_absolute_error: 0.0976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.4419,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9519, kappa: 0.8921, kb_relative_information_score: 441437, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9521, predictive_accuracy: 0.9518, prior_entropy: 1, recall: 0.9518, relative_absolute_error: 0.0965, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4392,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9513, kappa: 0.8907, kb_relative_information_score: 440879, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9515, predictive_accuracy: 0.9512, prior_entropy: 1, recall: 0.9512, relative_absolute_error: 0.0976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.4418,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.9488, kappa: 0.8853, kb_relative_information_score: 438441, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9491, predictive_accuracy: 0.9487, prior_entropy: 1, recall: 0.9487, relative_absolute_error: 0.1026, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.453,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9081, kappa: 0.7894, kb_relative_information_score: 341817.2206, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9136, predictive_accuracy: 0.9106, prior_entropy: 1, recall: 0.9106, relative_absolute_error: 0.3203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.5443,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.9532, kappa: 0.8951, kb_relative_information_score: 442771, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9534, predictive_accuracy: 0.9531, prior_entropy: 1, recall: 0.9531, relative_absolute_error: 0.0937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.433,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttempt_MajorityClass(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.5333, kappa: -0, kb_relative_information_score: 60791.9498, mean_absolute_error: 0.4508, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.5314, predictive_accuracy: 0.6666, prior_entropy: 1, recall: 0.6666, relative_absolute_error: 0.9016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4718, root_relative_squared_error: 0.9436,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttempt_Perceptron(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9536, kappa: 0.8961, kb_relative_information_score: 437138.5985, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9541, predictive_accuracy: 0.9534, prior_entropy: 1, recall: 0.9534, relative_absolute_error: 0.1092, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4035,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttempt_SGD(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.9491, kappa: 0.8856, kb_relative_information_score: 438783, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9492, predictive_accuracy: 0.9491, prior_entropy: 1, recall: 0.9491, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.4514,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttempt_SPegasos(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.9522, kappa: 0.8932, kb_relative_information_score: 441617, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9531, predictive_accuracy: 0.952, prior_entropy: 1, recall: 0.952, relative_absolute_error: 0.0961, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.4384,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5333, kappa: -0, kb_relative_information_score: 162851, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.5278, predictive_accuracy: 0.6667, prior_entropy: 1, recall: 0.6667, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5774, root_relative_squared_error: 1.1547,
Joaquin Vanschoren 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8471, f_measure: 0.8698, kappa: 0.7049, kb_relative_information_score: 362346, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.8695, predictive_accuracy: 0.8708, prior_entropy: 1, recall: 0.8708, relative_absolute_error: 0.2583, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.7188,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9491, kappa: 0.8858, kb_relative_information_score: 421239.2289, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9494, predictive_accuracy: 0.9489, prior_entropy: 1, recall: 0.9489, relative_absolute_error: 0.1478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4049,
Joaquin Vanschoren 8 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5552, kappa: -0.0007, kb_relative_information_score: 53983, mean_absolute_error: 0.4448, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.5552, predictive_accuracy: 0.5552, prior_entropy: 1, recall: 0.5552, relative_absolute_error: 0.8895, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6669, root_relative_squared_error: 1.3338,
Joaquin Vanschoren 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9491, kappa: 0.8858, kb_relative_information_score: 421239.2289, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9494, predictive_accuracy: 0.9489, prior_entropy: 1, recall: 0.9489, relative_absolute_error: 0.1478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4049,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.8954, kappa: 0.7654, kb_relative_information_score: 352154.3577, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.8959, predictive_accuracy: 0.8951, prior_entropy: 1, recall: 0.8951, relative_absolute_error: 0.2958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2754, root_relative_squared_error: 0.5508,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.949, kappa: 0.8851, kb_relative_information_score: 422520.2911, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 1, recall: 0.949, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.4183,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9513, kappa: 0.8907, kb_relative_information_score: 440881, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9515, predictive_accuracy: 0.9512, prior_entropy: 1, recall: 0.9512, relative_absolute_error: 0.0976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.4418,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9618, kappa: 0.9143, kb_relative_information_score: 429023.5775, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9621, predictive_accuracy: 0.9617, prior_entropy: 1, recall: 0.9617, relative_absolute_error: 0.1345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.3426,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.9215, kappa: 0.8225, kb_relative_information_score: 412273, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9215, predictive_accuracy: 0.9219, prior_entropy: 1, recall: 0.9219, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.5588,
Joaquin Vanschoren 8 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7398, f_measure: 0.5333, kb_relative_information_score: 69270.4774, mean_absolute_error: 0.4429, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.5556, predictive_accuracy: 0.6667, prior_entropy: 1, recall: 0.6667, relative_absolute_error: 0.8857, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4702, root_relative_squared_error: 0.9404,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9436, kappa: 0.8725, kb_relative_information_score: 349518.3884, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9436, predictive_accuracy: 0.9439, prior_entropy: 1, recall: 0.9439, relative_absolute_error: 0.3234, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.234, root_relative_squared_error: 0.468,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.5333, kb_relative_information_score: 67913.5939, mean_absolute_error: 0.4441, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.5556, predictive_accuracy: 0.6667, prior_entropy: 1, recall: 0.6667, relative_absolute_error: 0.8883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4714, root_relative_squared_error: 0.9428,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.9514, kappa: 0.8909, kb_relative_information_score: 440941, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9516, predictive_accuracy: 0.9513, prior_entropy: 1, recall: 0.9513, relative_absolute_error: 0.0975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.4415,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.9491, kappa: 0.8858, kb_relative_information_score: 438647, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9494, predictive_accuracy: 0.9489, prior_entropy: 1, recall: 0.9489, relative_absolute_error: 0.1022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.226, root_relative_squared_error: 0.452,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9492, kappa: 0.8874, kb_relative_information_score: 438247.093, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9524, predictive_accuracy: 0.9486, prior_entropy: 1, recall: 0.9486, relative_absolute_error: 0.103, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.4495,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1667, kb_relative_information_score: -162855, mean_absolute_error: 0.6667, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.1111, predictive_accuracy: 0.3333, prior_entropy: 1, recall: 0.3333, relative_absolute_error: 1.3333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8165, root_relative_squared_error: 1.633,
Jan van Rijn 8 years ago
ran flow moa.StackingAttemptV2_HoeffdingTree(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9535, kappa: 0.8962, kb_relative_information_score: 436408.7217, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9545, predictive_accuracy: 0.9532, prior_entropy: 1, recall: 0.9532, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2031, root_relative_squared_error: 0.4062,
Jan van Rijn 8 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1667, kb_relative_information_score: -162855, mean_absolute_error: 0.6667, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.1111, predictive_accuracy: 0.3333, prior_entropy: 1, recall: 0.3333, relative_absolute_error: 1.3333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8165, root_relative_squared_error: 1.633,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9486, kappa: 0.8847, kb_relative_information_score: 438233, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9488, predictive_accuracy: 0.9485, prior_entropy: 1, recall: 0.9485, relative_absolute_error: 0.103, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.227, root_relative_squared_error: 0.4539,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.948, kappa: 0.8834, kb_relative_information_score: 437665, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9482, predictive_accuracy: 0.9479, prior_entropy: 1, recall: 0.9479, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.4565,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9485, kappa: 0.8845, kb_relative_information_score: 438145, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9487, predictive_accuracy: 0.9484, prior_entropy: 1, recall: 0.9484, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.4543,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.949, kappa: 0.8851, kb_relative_information_score: 421735.6483, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 1, recall: 0.949, relative_absolute_error: 0.1417, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.4208,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9496, kappa: 0.8878, kb_relative_information_score: 437219, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9517, predictive_accuracy: 0.9491, prior_entropy: 1, recall: 0.9491, relative_absolute_error: 0.1051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4035,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.957, kappa: 0.9035, kb_relative_information_score: 421120.3531, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9572, predictive_accuracy: 0.9568, prior_entropy: 1, recall: 0.9568, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.3643,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9571, kappa: 0.9038, kb_relative_information_score: 420841.1731, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9574, predictive_accuracy: 0.957, prior_entropy: 1, recall: 0.957, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.3634,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.948, kappa: 0.8828, kb_relative_information_score: 360748.5577, mean_absolute_error: 0.1496, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.948, predictive_accuracy: 0.9482, prior_entropy: 1, recall: 0.9482, relative_absolute_error: 0.2992, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.4473,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.957, kappa: 0.9035, kb_relative_information_score: 421120.3531, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9572, predictive_accuracy: 0.9568, prior_entropy: 1, recall: 0.9568, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.3643,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.9481, kappa: 0.8835, kb_relative_information_score: 437775, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9483, predictive_accuracy: 0.948, prior_entropy: 1, recall: 0.948, relative_absolute_error: 0.104, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.228, root_relative_squared_error: 0.456,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.9481, kappa: 0.8834, kb_relative_information_score: 437743, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9483, predictive_accuracy: 0.948, prior_entropy: 1, recall: 0.948, relative_absolute_error: 0.104, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.4561,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.9481, kappa: 0.8835, kb_relative_information_score: 437775, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9483, predictive_accuracy: 0.948, prior_entropy: 1, recall: 0.948, relative_absolute_error: 0.104, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.228, root_relative_squared_error: 0.456,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.9482, kappa: 0.8837, kb_relative_information_score: 437827, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9484, predictive_accuracy: 0.9481, prior_entropy: 1, recall: 0.9481, relative_absolute_error: 0.1039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.4557,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.9482, kappa: 0.8838, kb_relative_information_score: 437853, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9484, predictive_accuracy: 0.9481, prior_entropy: 1, recall: 0.9481, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.4556,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.9482, kappa: 0.8837, kb_relative_information_score: 437833, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9484, predictive_accuracy: 0.9481, prior_entropy: 1, recall: 0.9481, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.4557,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9613, kappa: 0.9132, kb_relative_information_score: 429036.7267, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9616, predictive_accuracy: 0.9612, prior_entropy: 1, recall: 0.9612, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.3458,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9563, kappa: 0.9019, kb_relative_information_score: 420688.4562, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9565, predictive_accuracy: 0.9561, prior_entropy: 1, recall: 0.9561, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.3664,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9563, kappa: 0.9019, kb_relative_information_score: 420688.4562, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9565, predictive_accuracy: 0.9561, prior_entropy: 1, recall: 0.9561, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.3664,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9563, kappa: 0.9019, kb_relative_information_score: 420688.4562, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9565, predictive_accuracy: 0.9561, prior_entropy: 1, recall: 0.9561, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.3664,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.948, kappa: 0.8828, kb_relative_information_score: 360748.5577, mean_absolute_error: 0.1496, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.948, predictive_accuracy: 0.9482, prior_entropy: 1, recall: 0.9482, relative_absolute_error: 0.2992, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.4473,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9481, kappa: 0.8828, kb_relative_information_score: 360707.0696, mean_absolute_error: 0.1496, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.948, predictive_accuracy: 0.9482, prior_entropy: 1, recall: 0.9482, relative_absolute_error: 0.2993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.4473,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9479, kappa: 0.8825, kb_relative_information_score: 360771.8132, mean_absolute_error: 0.1495, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9479, predictive_accuracy: 0.9481, prior_entropy: 1, recall: 0.9481, relative_absolute_error: 0.299, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.4475,
Jan van Rijn 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9482, kappa: 0.8837, kb_relative_information_score: 409248.0375, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9484, predictive_accuracy: 0.9481, prior_entropy: 1, recall: 0.9481, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.4105,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9563, kappa: 0.9019, kb_relative_information_score: 420688.4562, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9565, predictive_accuracy: 0.9561, prior_entropy: 1, recall: 0.9561, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.3664,
Jan van Rijn 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9504, kappa: 0.8887, kb_relative_information_score: 419609.2287, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9506, predictive_accuracy: 0.9503, prior_entropy: 1, recall: 0.9503, relative_absolute_error: 0.1521, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.399,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9486, kappa: 0.8847, kb_relative_information_score: 438267, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9489, predictive_accuracy: 0.9485, prior_entropy: 1, recall: 0.9485, relative_absolute_error: 0.103, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4538,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.9417, kappa: 0.8689, kb_relative_information_score: 431609, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9417, predictive_accuracy: 0.9417, prior_entropy: 1, recall: 0.9417, relative_absolute_error: 0.1166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2414, root_relative_squared_error: 0.4829,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9571, kappa: 0.9038, kb_relative_information_score: 420807.3372, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9574, predictive_accuracy: 0.957, prior_entropy: 1, recall: 0.957, relative_absolute_error: 0.1532, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.3632,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9616, kappa: 0.9139, kb_relative_information_score: 428958.0503, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9619, predictive_accuracy: 0.9614, prior_entropy: 1, recall: 0.9614, relative_absolute_error: 0.1345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.3435,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.948, kappa: 0.8832, kb_relative_information_score: 437621, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9482, predictive_accuracy: 0.9479, prior_entropy: 1, recall: 0.9479, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.4567,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.947, kappa: 0.881, kb_relative_information_score: 436733, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9472, predictive_accuracy: 0.947, prior_entropy: 1, recall: 0.947, relative_absolute_error: 0.1061, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.4606,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.9482, kappa: 0.8837, kb_relative_information_score: 437833, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9484, predictive_accuracy: 0.9481, prior_entropy: 1, recall: 0.9481, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.4557,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.9477, kappa: 0.8825, kb_relative_information_score: 437309, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9478, predictive_accuracy: 0.9475, prior_entropy: 1, recall: 0.9475, relative_absolute_error: 0.1049, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.229, root_relative_squared_error: 0.4581,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9571, kappa: 0.9038, kb_relative_information_score: 420841.1731, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9574, predictive_accuracy: 0.957, prior_entropy: 1, recall: 0.957, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.3634,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.9479, kappa: 0.8831, kb_relative_information_score: 437559, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9481, predictive_accuracy: 0.9478, prior_entropy: 1, recall: 0.9478, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.4569,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9563, kappa: 0.9019, kb_relative_information_score: 420688.4567, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9565, predictive_accuracy: 0.9561, prior_entropy: 1, recall: 0.9561, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.3664,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9547, kappa: 0.8984, kb_relative_information_score: 419369.05, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9549, predictive_accuracy: 0.9546, prior_entropy: 1, recall: 0.9546, relative_absolute_error: 0.1555, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.3735,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.9516, kappa: 0.8915, kb_relative_information_score: 441197, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 1, recall: 0.9515, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.4403,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9486, kappa: 0.8847, kb_relative_information_score: 438267, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9489, predictive_accuracy: 0.9485, prior_entropy: 1, recall: 0.9485, relative_absolute_error: 0.103, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4538,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9232, kappa: 0.825, kb_relative_information_score: 360885.5444, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9252, predictive_accuracy: 0.9245, prior_entropy: 1, recall: 0.9245, relative_absolute_error: 0.2875, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2425, root_relative_squared_error: 0.485,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9533, kappa: 0.8952, kb_relative_information_score: 442847, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9535, predictive_accuracy: 0.9532, prior_entropy: 1, recall: 0.9532, relative_absolute_error: 0.0936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.4326,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9533, kappa: 0.8952, kb_relative_information_score: 442847, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9535, predictive_accuracy: 0.9532, prior_entropy: 1, recall: 0.9532, relative_absolute_error: 0.0936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.4326,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.9232, kappa: 0.825, kb_relative_information_score: 349397.8892, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9252, predictive_accuracy: 0.9245, prior_entropy: 1, recall: 0.9245, relative_absolute_error: 0.3111, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.255, root_relative_squared_error: 0.51,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9513, kappa: 0.8904, kb_relative_information_score: 425378.2578, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9513, predictive_accuracy: 0.9512, prior_entropy: 1, recall: 0.9512, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.206, root_relative_squared_error: 0.412,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9486, kappa: 0.8847, kb_relative_information_score: 437230.5316, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9489, predictive_accuracy: 0.9485, prior_entropy: 1, recall: 0.9485, relative_absolute_error: 0.1051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4034,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9522, kappa: 0.8928, kb_relative_information_score: 441761, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9525, predictive_accuracy: 0.9521, prior_entropy: 1, recall: 0.9521, relative_absolute_error: 0.0958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.4377,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9522, kappa: 0.8928, kb_relative_information_score: 441761, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9525, predictive_accuracy: 0.9521, prior_entropy: 1, recall: 0.9521, relative_absolute_error: 0.0958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.4377,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.9527, kappa: 0.8939, kb_relative_information_score: 442215, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.953, predictive_accuracy: 0.9526, prior_entropy: 1, recall: 0.9526, relative_absolute_error: 0.0949, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.4356,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9533, kappa: 0.8952, kb_relative_information_score: 442847, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9535, predictive_accuracy: 0.9532, prior_entropy: 1, recall: 0.9532, relative_absolute_error: 0.0936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.4326,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9486, kappa: 0.8847, kb_relative_information_score: 438267, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9489, predictive_accuracy: 0.9485, prior_entropy: 1, recall: 0.9485, relative_absolute_error: 0.103, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4538,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.9531, kappa: 0.8948, kb_relative_information_score: 442659, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9533, predictive_accuracy: 0.953, prior_entropy: 1, recall: 0.953, relative_absolute_error: 0.094, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.4335,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9501, kappa: 0.8885, kb_relative_information_score: 415400.1247, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9509, predictive_accuracy: 0.9499, prior_entropy: 1, recall: 0.9499, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4201,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9513, kappa: 0.8904, kb_relative_information_score: 424874.6908, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9513, predictive_accuracy: 0.9512, prior_entropy: 1, recall: 0.9512, relative_absolute_error: 0.1349, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.4136,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9445, kappa: 0.875, kb_relative_information_score: 398029.1855, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9445, predictive_accuracy: 0.9446, prior_entropy: 1, recall: 0.9446, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.4395,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.9427, kappa: 0.8712, kb_relative_information_score: 375936.3363, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9428, predictive_accuracy: 0.9426, prior_entropy: 1, recall: 0.9426, relative_absolute_error: 0.2518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.4681,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9495, kappa: 0.8878, kb_relative_information_score: 437224, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9517, predictive_accuracy: 0.949, prior_entropy: 1, recall: 0.949, relative_absolute_error: 0.1051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4034,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9533, kappa: 0.8953, kb_relative_information_score: 442859, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9535, predictive_accuracy: 0.9532, prior_entropy: 1, recall: 0.9532, relative_absolute_error: 0.0936, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.4326,
Joaquin Vanschoren 8 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9075, f_measure: 0.8181, kappa: 0.5938, kb_relative_information_score: 286885.602, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.8199, predictive_accuracy: 0.8169, prior_entropy: 1, recall: 0.8169, relative_absolute_error: 0.422, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3417, root_relative_squared_error: 0.6835,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9452, kappa: 0.8764, kb_relative_information_score: 381885.901, mean_absolute_error: 0.1197, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9451, predictive_accuracy: 0.9453, prior_entropy: 1, recall: 0.9453, relative_absolute_error: 0.2393, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.4553,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9445, kappa: 0.875, kb_relative_information_score: 400690.1626, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9445, predictive_accuracy: 0.9446, prior_entropy: 1, recall: 0.9446, relative_absolute_error: 0.1946, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.4332,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9513, kappa: 0.8906, kb_relative_information_score: 416268.4739, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9514, predictive_accuracy: 0.9513, prior_entropy: 1, recall: 0.9513, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4177,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.9368, kappa: 0.8578, kb_relative_information_score: 426749, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9368, predictive_accuracy: 0.9367, prior_entropy: 1, recall: 0.9367, relative_absolute_error: 0.1265, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2515, root_relative_squared_error: 0.503,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.948, kappa: 0.8833, kb_relative_information_score: 437657, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9482, predictive_accuracy: 0.9479, prior_entropy: 1, recall: 0.9479, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.4565,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.9516, kappa: 0.8915, kb_relative_information_score: 441193, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 1, recall: 0.9515, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.4404,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.9516, kappa: 0.8915, kb_relative_information_score: 441193, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 1, recall: 0.9515, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.4404,

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 codrnaNorm (1)
target_feature codrna_Y

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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