OpenML

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8096, kappa: 0.7788, kb_relative_information_score: 795399.7351, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.8104, prior_entropy: 2.8074, recall: 0.8104, relative_absolute_error: 0.2212, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.6651,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.8576, kappa: 0.7147, kb_relative_information_score: 716292, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8603, predictive_accuracy: 0.8581, prior_entropy: 1, recall: 0.8581, relative_absolute_error: 0.2837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3766, root_relative_squared_error: 0.7533,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.9641, kappa: 0.9281, kb_relative_information_score: 928174, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.379,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.7912, kappa: 0.7645, kb_relative_information_score: 781215.6842, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7908, predictive_accuracy: 0.7923, prior_entropy: 3.1699, recall: 0.7923, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2148, 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 vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.8266, kappa: 0.655, kb_relative_information_score: 64536, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8348, predictive_accuracy: 0.8275, prior_entropy: 1, recall: 0.8275, relative_absolute_error: 0.345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4153, root_relative_squared_error: 0.8307,

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: 441433, 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: 0.4393,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Stagger3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999992, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.002, root_relative_squared_error: 0.004,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Stagger2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999980, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0032, root_relative_squared_error: 0.0063,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999982, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.003, root_relative_squared_error: 0.006,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.9492, kappa: 0.8847, kb_relative_information_score: 898378, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4508,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7171, f_measure: 0.8379, kappa: 0.4847, kb_relative_information_score: 695338, mean_absolute_error: 0.1523, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8366, predictive_accuracy: 0.8477, prior_entropy: 1, recall: 0.8477, relative_absolute_error: 0.3047, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3903, root_relative_squared_error: 0.7806,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.8227, kappa: 0.7827, kb_relative_information_score: 806072.2849, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8221, predictive_accuracy: 0.824, prior_entropy: 2.585, recall: 0.824, relative_absolute_error: 0.2112, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.65,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 909373.026, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4456,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5054, f_measure: 0.5271, kappa: 0.0133, kb_relative_information_score: 30861, mean_absolute_error: 0.3724, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5561, predictive_accuracy: 0.6276, prior_entropy: 1, recall: 0.6276, relative_absolute_error: 0.7448, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6102, root_relative_squared_error: 1.2205,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7644, kappa: 0.7115, kb_relative_information_score: 753571.4271, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7685, predictive_accuracy: 0.7763, prior_entropy: 2.585, recall: 0.7763, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.7327,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.9734, kappa: 0.7208, kb_relative_information_score: 378568, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9735, predictive_accuracy: 0.9733, prior_entropy: 1, recall: 0.9733, relative_absolute_error: 0.0534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.3269,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9307, kappa: 0.9094, kb_relative_information_score: 925092.5732, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9313, predictive_accuracy: 0.9306, prior_entropy: 2.8074, recall: 0.9306, relative_absolute_error: 0.081, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.4024,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7581, f_measure: 0.8373, kappa: 0.5428, kb_relative_information_score: 33378, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8417, prior_entropy: 1, recall: 0.8417, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.7958,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6772, f_measure: 0.7218, kappa: 0.3742, kb_relative_information_score: 18212, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7222, predictive_accuracy: 0.7313, prior_entropy: 1, recall: 0.7313, relative_absolute_error: 0.5374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0367,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7064, kappa: 0.6776, kb_relative_information_score: 695285.379, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7062, predictive_accuracy: 0.7069, prior_entropy: 3.4594, recall: 0.7069, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.803,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.8724, kappa: 0.8093, kb_relative_information_score: 825954.2068, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8728, predictive_accuracy: 0.8729, prior_entropy: 1.585, recall: 0.8729, relative_absolute_error: 0.1907, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.6176,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.9122, kappa: 0.7267, kb_relative_information_score: 829058, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.5847,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7728, f_measure: 0.6448, kappa: 0.5459, kb_relative_information_score: 588676.8507, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6439, predictive_accuracy: 0.6594, prior_entropy: 2, recall: 0.6594, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.9531,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.8094, kappa: 0.617, kb_relative_information_score: 619086, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8094, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.3809, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4364, root_relative_squared_error: 0.8728,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8794, kappa: 0.7554, kb_relative_information_score: 759130, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8795, predictive_accuracy: 0.8796, prior_entropy: 1, recall: 0.8796, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.347, root_relative_squared_error: 0.6941,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7587, kb_relative_information_score: 863025.3344, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.8204, kappa: 0.8009, kb_relative_information_score: 812626.4016, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8206, predictive_accuracy: 0.8208, prior_entropy: 3.3219, recall: 0.8208, relative_absolute_error: 0.1991, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.631,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9861, kappa: 0.9827, kb_relative_information_score: 984720.8534, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 2.585, recall: 0.9861, relative_absolute_error: 0.0166, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.068, root_relative_squared_error: 0.1824,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8483, kappa: 0.8316, kb_relative_information_score: 841541.5962, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8485, predictive_accuracy: 0.8485, prior_entropy: 3.3219, recall: 0.8485, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5803,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6954, f_measure: 0.7651, kappa: 0.4234, kb_relative_information_score: 552770, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4472, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9458,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5246, f_measure: 0.8605, kappa: 0.0846, kb_relative_information_score: 262132.01, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8543, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8788, f_measure: 0.8794, kappa: 0.7563, kb_relative_information_score: 758710, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.6947,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6342, f_measure: 0.5279, kappa: 0.2689, kb_relative_information_score: 19561.8975, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5279, predictive_accuracy: 0.528, prior_entropy: 1.585, recall: 0.528, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.19,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, f_measure: 0.7328, kappa: 0.6522, kb_relative_information_score: 716911.6113, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7283, predictive_accuracy: 0.7431, prior_entropy: 2.585, recall: 0.7431, relative_absolute_error: 0.3083, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2927, root_relative_squared_error: 0.7853,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515117.4508, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9088, f_measure: 0.9027, kappa: 0.8183, kb_relative_information_score: 882804.2678, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.903, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882918, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7115, f_measure: 0.5586, kappa: 0.4271, kb_relative_information_score: 502167.6413, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5632, predictive_accuracy: 0.5628, prior_entropy: 2.3219, recall: 0.5628, relative_absolute_error: 0.5465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4182, root_relative_squared_error: 1.0455,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.9438, kappa: 0.861, kb_relative_information_score: 939050.8803, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9433, predictive_accuracy: 0.9447, prior_entropy: 2.585, recall: 0.9447, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.3644,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8341, f_measure: 0.8512, kappa: 0.6831, kb_relative_information_score: 706330, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.853, predictive_accuracy: 0.8532, prior_entropy: 1, recall: 0.8532, relative_absolute_error: 0.2937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3832, root_relative_squared_error: 0.7664,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8344, f_measure: 0.8516, kappa: 0.6841, kb_relative_information_score: 707332, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8536, predictive_accuracy: 0.8537, prior_entropy: 1, recall: 0.8537, relative_absolute_error: 0.2927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3825, root_relative_squared_error: 0.7651,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5459, f_measure: 0.2938, kappa: 0.0947, kb_relative_information_score: 248587.5643, mean_absolute_error: 0.264, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3437, predictive_accuracy: 0.3401, prior_entropy: 2.3219, recall: 0.3401, relative_absolute_error: 0.8249, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5138, root_relative_squared_error: 1.2844,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.8062, kappa: 0.7492, kb_relative_information_score: 779733.3149, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8062, predictive_accuracy: 0.8066, prior_entropy: 2.3219, recall: 0.8066, relative_absolute_error: 0.2418, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2782, root_relative_squared_error: 0.6954,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745717.3779, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2792, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808457.9598, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.788, f_measure: 0.756, kappa: 0.5732, kb_relative_information_score: 624518.0236, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7553, predictive_accuracy: 0.764, prior_entropy: 3.3219, recall: 0.764, relative_absolute_error: 0.2623, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.7243,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8359, f_measure: 0.7045, kappa: 0.6718, kb_relative_information_score: 691062.3221, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7048, predictive_accuracy: 0.7046, prior_entropy: 3.3219, recall: 0.7046, relative_absolute_error: 0.3282, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2431, root_relative_squared_error: 0.8102,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9128, f_measure: 0.9128, kappa: 0.8257, kb_relative_information_score: 900739.5965, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9128, predictive_accuracy: 0.9128, prior_entropy: 2.3219, recall: 0.9128, relative_absolute_error: 0.109, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.4668,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8416, f_measure: 0.8093, kappa: 0.6814, kb_relative_information_score: 1169500.9145, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8092, predictive_accuracy: 0.8121, prior_entropy: 3.3219, recall: 0.8121, relative_absolute_error: 0.2088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.6462,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7979, f_measure: 0.7979, kappa: 0.5957, kb_relative_information_score: 769838.4735, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7979, predictive_accuracy: 0.7979, prior_entropy: 2.3219, recall: 0.7979, relative_absolute_error: 0.2527, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2843, root_relative_squared_error: 0.7109,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, f_measure: 0.8491, kappa: 0.7579, kb_relative_information_score: 486572.8898, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8506, predictive_accuracy: 0.8494, prior_entropy: 2.8074, recall: 0.8494, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.5928,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 891520, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4658,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5942, kappa: 0.1896, kb_relative_information_score: 329614, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7161, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1579,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 121634, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.3795,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.9386, kappa: 0.8773, kb_relative_information_score: 877298, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9387, predictive_accuracy: 0.9386, prior_entropy: 1, recall: 0.9386, relative_absolute_error: 0.1227, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2477, root_relative_squared_error: 0.4954,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7826, f_measure: 0.7812, kappa: 0.5592, kb_relative_information_score: 604056, mean_absolute_error: 0.2195, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.785, predictive_accuracy: 0.7805, prior_entropy: 1, recall: 0.7805, relative_absolute_error: 0.439, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.937,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899462.1635, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, 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 BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852450.4245, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.9095, kappa: 0.8992, kb_relative_information_score: 905150.8414, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9102, predictive_accuracy: 0.9093, prior_entropy: 3.3219, recall: 0.9093, relative_absolute_error: 0.1008, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.4489,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977998, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2098,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.9509, kappa: 0.9017, kb_relative_information_score: 901700, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9517, predictive_accuracy: 0.9509, prior_entropy: 1, recall: 0.9509, relative_absolute_error: 0.0983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.4434,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8072, f_measure: 0.803, kappa: 0.6143, kb_relative_information_score: 60530, mean_absolute_error: 0.1928, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8353, predictive_accuracy: 0.8072, prior_entropy: 1, recall: 0.8072, relative_absolute_error: 0.3857, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4391, root_relative_squared_error: 0.8782,

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: 0.8777, f_measure: 0.9006, kappa: 0.7739, kb_relative_information_score: 392715, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9014, predictive_accuracy: 0.9019, prior_entropy: 1, recall: 0.9019, relative_absolute_error: 0.1962, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3132, root_relative_squared_error: 0.6264,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5109, f_measure: 0.5468, kappa: 0.0257, kb_relative_information_score: 28585, mean_absolute_error: 0.3818, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5585, predictive_accuracy: 0.6182, prior_entropy: 1, recall: 0.6182, relative_absolute_error: 0.7636, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6179, root_relative_squared_error: 1.2358,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Stagger3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999990, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0022, root_relative_squared_error: 0.0045,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Stagger2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999980, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0032, root_relative_squared_error: 0.0063,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 999978, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0033, root_relative_squared_error: 0.0066,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.8776, kappa: 0.714, kb_relative_information_score: 770444, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.6776,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.7754, kappa: 0.7497, kb_relative_information_score: 767569.3874, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7765, predictive_accuracy: 0.7794, prior_entropy: 3.1699, recall: 0.7794, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.7045,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6706, f_measure: 0.8037, kappa: 0.3779, kb_relative_information_score: 629222, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7991, predictive_accuracy: 0.8146, prior_entropy: 1, recall: 0.8146, relative_absolute_error: 0.3708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4306, root_relative_squared_error: 0.8611,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.657, f_measure: 0.6647, kappa: 0.3229, kb_relative_information_score: 188331, mean_absolute_error: 0.3254, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6767, predictive_accuracy: 0.6746, prior_entropy: 1, recall: 0.6746, relative_absolute_error: 0.6508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5705, root_relative_squared_error: 1.1409,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.9201, kappa: 0.8787, kb_relative_information_score: 890630.4543, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9201, prior_entropy: 1.585, recall: 0.9201, relative_absolute_error: 0.1198, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.4895,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, f_measure: 0.8151, kappa: 0.7734, kb_relative_information_score: 799095.9684, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8279, predictive_accuracy: 0.8177, prior_entropy: 2.585, recall: 0.8177, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.6615,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7617, kappa: 0.702, kb_relative_information_score: 743893.6059, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7601, predictive_accuracy: 0.7675, prior_entropy: 2.585, recall: 0.7675, relative_absolute_error: 0.2789, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2784, root_relative_squared_error: 0.7469,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.84, kappa: 0.7681, kb_relative_information_score: 788133.6412, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8564, predictive_accuracy: 0.8452, prior_entropy: 1.585, recall: 0.8452, relative_absolute_error: 0.2321, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.6814,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9278, kappa: 0.9059, kb_relative_information_score: 922192.715, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.928, predictive_accuracy: 0.9279, prior_entropy: 2.8074, recall: 0.9279, relative_absolute_error: 0.0841, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1435, root_relative_squared_error: 0.4102,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.784, f_measure: 0.8266, kappa: 0.5376, kb_relative_information_score: 31474, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8337, predictive_accuracy: 0.8222, prior_entropy: 1, recall: 0.8222, relative_absolute_error: 0.3556, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4217, root_relative_squared_error: 0.8433,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6961, f_measure: 0.7426, kappa: 0.4195, kb_relative_information_score: 19998, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7473, predictive_accuracy: 0.754, prior_entropy: 1, recall: 0.754, relative_absolute_error: 0.492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7569, f_measure: 0.7551, kappa: 0.5108, kb_relative_information_score: 509848, mean_absolute_error: 0.2451, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7587, predictive_accuracy: 0.7549, prior_entropy: 1, recall: 0.7549, relative_absolute_error: 0.4902, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9901,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6756, f_measure: 0.4119, kappa: 0.3513, kb_relative_information_score: 386801.6736, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4205, predictive_accuracy: 0.4102, prior_entropy: 3.4594, recall: 0.4102, relative_absolute_error: 0.6487, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3275, root_relative_squared_error: 1.1391,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7174, f_measure: 0.5694, kappa: 0.4354, kb_relative_information_score: 488642.3749, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.566, predictive_accuracy: 0.5765, prior_entropy: 2, recall: 0.5765, relative_absolute_error: 0.5646, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4602, root_relative_squared_error: 1.0627,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8011, f_measure: 0.8864, kappa: 0.6441, kb_relative_information_score: 780860, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8859, predictive_accuracy: 0.8904, prior_entropy: 1, recall: 0.8904, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.331, root_relative_squared_error: 0.662,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.8667, kappa: 0.7302, kb_relative_information_score: 733168, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8669, predictive_accuracy: 0.8666, prior_entropy: 1, recall: 0.8666, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3653, root_relative_squared_error: 0.7305,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.8662, kappa: 0.7353, kb_relative_information_score: 849593.8558, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8652, predictive_accuracy: 0.8679, prior_entropy: 2.3219, recall: 0.8679, relative_absolute_error: 0.1651, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.5747,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8891, f_measure: 0.7986, kappa: 0.7782, kb_relative_information_score: 791333.7334, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8048, predictive_accuracy: 0.8005, prior_entropy: 3.3219, recall: 0.8005, relative_absolute_error: 0.2217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.6659,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9862, kappa: 0.9827, kb_relative_information_score: 984770.4324, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9861, predictive_accuracy: 0.9862, prior_entropy: 2.585, recall: 0.9862, relative_absolute_error: 0.0166, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.1821,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8138, kb_relative_information_score: 824797.9731, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.6102,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.8615, kappa: 0.7197, kb_relative_information_score: 723112, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8615, predictive_accuracy: 0.8616, prior_entropy: 1, recall: 0.8616, relative_absolute_error: 0.2769, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3721, root_relative_squared_error: 0.7442,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4155, kb_relative_information_score: 532348, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4677, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4836, root_relative_squared_error: 0.9671,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5294, f_measure: 0.8624, kappa: 0.1002, kb_relative_information_score: 262380.235, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8729, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.4944,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, f_measure: 0.7328, kappa: 0.6522, kb_relative_information_score: 716910.5095, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7283, predictive_accuracy: 0.7431, prior_entropy: 2.585, recall: 0.7431, relative_absolute_error: 0.3083, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2927, root_relative_squared_error: 0.7853,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.63, f_measure: 0.5135, kappa: 0.2578, kb_relative_information_score: 18318.7817, mean_absolute_error: 0.3256, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5211, predictive_accuracy: 0.5116, prior_entropy: 1.585, recall: 0.5116, relative_absolute_error: 0.7327, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5706, root_relative_squared_error: 1.2105,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.8619, kappa: 0.7437, kb_relative_information_score: 838205.7703, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8629, predictive_accuracy: 0.866, prior_entropy: 2, recall: 0.866, relative_absolute_error: 0.1787, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.5977,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8109, f_measure: 0.8836, kappa: 0.7132, kb_relative_information_score: 889755.0296, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8946, predictive_accuracy: 0.8999, prior_entropy: 2.585, recall: 0.8999, relative_absolute_error: 0.1201, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.4901,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.924, kappa: 0.8319, kb_relative_information_score: 849850, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9255, predictive_accuracy: 0.9249, prior_entropy: 1, recall: 0.9249, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.274, root_relative_squared_error: 0.548,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.4277, kappa: 0.4165, kb_relative_information_score: 432259.882, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4362, predictive_accuracy: 0.439, prior_entropy: 4.7004, recall: 0.439, relative_absolute_error: 0.5834, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2077, root_relative_squared_error: 1.0802,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.8992, kappa: 0.87, kb_relative_information_score: 885512.4718, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8995, prior_entropy: 2.3219, recall: 0.8995, relative_absolute_error: 0.1257, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.5014,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.8682, kappa: 0.7202, kb_relative_information_score: 738372, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8686, predictive_accuracy: 0.8692, prior_entropy: 1, recall: 0.8692, relative_absolute_error: 0.2616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.7234,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8733, kappa: 0.7312, kb_relative_information_score: 748468, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8737, predictive_accuracy: 0.8742, prior_entropy: 1, recall: 0.8742, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7093,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.8058, kappa: 0.7492, kb_relative_information_score: 779957.6283, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8085, predictive_accuracy: 0.8068, prior_entropy: 2.3219, recall: 0.8068, relative_absolute_error: 0.2416, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.278, root_relative_squared_error: 0.6951,

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