OpenML

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 970117.5476, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9707, predictive_accuracy: 0.9705, prior_entropy: 3.3219, recall: 0.9705, relative_absolute_error: 0.0412, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0676, root_relative_squared_error: 0.2253,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.6712, kappa: 0.6346, kb_relative_information_score: 683708.1072, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6719, predictive_accuracy: 0.6711, prior_entropy: 3.3219, recall: 0.6711, relative_absolute_error: 0.4076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.7328,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set vehicle_sensIT

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8154, f_measure: 0.8029, kappa: 0.6141, kb_relative_information_score: 60495.9798, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8353, predictive_accuracy: 0.8071, prior_entropy: 1, recall: 0.8071, relative_absolute_error: 0.386, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.8764,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8203, f_measure: 0.7271, kappa: 0.3684, kb_relative_information_score: 195680.9485, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.7366, predictive_accuracy: 0.7455, prior_entropy: 1, recall: 0.7455, relative_absolute_error: 0.6253, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8021,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5056, f_measure: 0.5403, kappa: 0.0079, kb_relative_information_score: 25681.9603, mean_absolute_error: 0.3941, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.544, predictive_accuracy: 0.6086, prior_entropy: 1, recall: 0.6086, relative_absolute_error: 0.7882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6124, root_relative_squared_error: 1.2247,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7165, f_measure: 0.6631, kappa: 0.316, kb_relative_information_score: 135908.0985, mean_absolute_error: 0.3821, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6634, predictive_accuracy: 0.6654, prior_entropy: 1, recall: 0.6654, relative_absolute_error: 0.7643, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9444,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9174, f_measure: 0.6958, kappa: 0.602, kb_relative_information_score: 649376.2045, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6896, predictive_accuracy: 0.7062, prior_entropy: 2.585, recall: 0.7062, relative_absolute_error: 0.4337, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.6999,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8157, f_measure: 0.8032, kappa: 0.6147, kb_relative_information_score: 60546.7406, mean_absolute_error: 0.1927, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8353, predictive_accuracy: 0.8073, prior_entropy: 1, recall: 0.8073, relative_absolute_error: 0.3855, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4379, root_relative_squared_error: 0.8758,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7912, f_measure: 0.704, kappa: 0.3972, kb_relative_information_score: 366756.9244, mean_absolute_error: 0.339, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7053, predictive_accuracy: 0.7068, prior_entropy: 1, recall: 0.7068, relative_absolute_error: 0.6779, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4392, root_relative_squared_error: 0.8784,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6715, f_measure: 0.4907, kappa: 0.2234, kb_relative_information_score: 12568.5564, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5017, predictive_accuracy: 0.4882, prior_entropy: 1.585, recall: 0.4882, relative_absolute_error: 0.8489, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4516, root_relative_squared_error: 0.9581,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.774, kappa: 0.4502, kb_relative_information_score: 450868.8817, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7724, predictive_accuracy: 0.7808, prior_entropy: 1, recall: 0.7808, relative_absolute_error: 0.5738, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3887, root_relative_squared_error: 0.7773,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.8078, kappa: 0.7747, kb_relative_information_score: 794249.8166, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8197, predictive_accuracy: 0.8069, prior_entropy: 2.8074, recall: 0.8069, relative_absolute_error: 0.2707, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.198, root_relative_squared_error: 0.5657,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(heart-c,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.8655, kappa: 0.7326, kb_relative_information_score: 835629.9698, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8649, predictive_accuracy: 0.8664, prior_entropy: 2.3219, recall: 0.8664, relative_absolute_error: 0.2153, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.493,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.8643, kappa: 0.709, kb_relative_information_score: 832093.1585, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8637, predictive_accuracy: 0.8653, prior_entropy: 2.3219, recall: 0.8653, relative_absolute_error: 0.2213, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4938,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.887, kappa: 0.7741, kb_relative_information_score: 695293.163, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8878, predictive_accuracy: 0.887, prior_entropy: 1, recall: 0.887, relative_absolute_error: 0.3241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.5793,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.8949, kappa: 0.7898, kb_relative_information_score: 775824.9188, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8949, predictive_accuracy: 0.8949, prior_entropy: 2.3219, recall: 0.8949, relative_absolute_error: 0.3423, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.5243,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.739, kappa: 0.7105, kb_relative_information_score: 706283.0687, mean_absolute_error: 0.0742, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7393, predictive_accuracy: 0.7395, prior_entropy: 3.3219, recall: 0.7395, relative_absolute_error: 0.4122, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.6405,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.5069, kappa: 0.3607, kb_relative_information_score: 318180.1767, mean_absolute_error: 0.2594, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5206, predictive_accuracy: 0.5184, prior_entropy: 2.3219, recall: 0.5184, relative_absolute_error: 0.8108, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.8996,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7931, f_measure: 0.5274, kappa: 0.3854, kb_relative_information_score: 368851.2569, mean_absolute_error: 0.2415, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5309, predictive_accuracy: 0.5313, prior_entropy: 2.3219, recall: 0.5313, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.35, root_relative_squared_error: 0.8751,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.8612, kappa: 0.7037, kb_relative_information_score: 470710.0017, mean_absolute_error: 0.2863, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8668, predictive_accuracy: 0.8641, prior_entropy: 1, recall: 0.8641, relative_absolute_error: 0.5726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3603, root_relative_squared_error: 0.7206,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.873, kappa: 0.7294, kb_relative_information_score: 473324.3357, mean_absolute_error: 0.2853, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8762, predictive_accuracy: 0.875, prior_entropy: 1, recall: 0.875, relative_absolute_error: 0.5706, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3591, root_relative_squared_error: 0.7181,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8102, f_measure: 0.6174, kappa: 0.4309, kb_relative_information_score: 67898.7995, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.635, predictive_accuracy: 0.6263, prior_entropy: 2.8074, recall: 0.6263, relative_absolute_error: 0.5052, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2757, root_relative_squared_error: 0.788,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.9054, kappa: 0.7929, kb_relative_information_score: 775243.0668, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9054, predictive_accuracy: 0.9054, prior_entropy: 1, recall: 0.9054, relative_absolute_error: 0.2339, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.5437,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8472, f_measure: 0.7877, kappa: 0.5155, kb_relative_information_score: 518180.3015, mean_absolute_error: 0.2492, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7906, predictive_accuracy: 0.7949, prior_entropy: 1, recall: 0.7949, relative_absolute_error: 0.4984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3867, root_relative_squared_error: 0.7734,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.917, f_measure: 0.8515, kappa: 0.6815, kb_relative_information_score: 652724.1133, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8515, predictive_accuracy: 0.8515, prior_entropy: 1, recall: 0.8515, relative_absolute_error: 0.3599, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.333, root_relative_squared_error: 0.666,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.7668, kappa: 0.741, kb_relative_information_score: 763777.846, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7706, predictive_accuracy: 0.7669, prior_entropy: 3.3219, recall: 0.7669, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.195, root_relative_squared_error: 0.6499,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9862, kappa: 0.9827, kb_relative_information_score: 982758.1914, mean_absolute_error: 0.0067, 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: 0.0243, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.1587,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(glass)

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, f_measure: 0.292, kappa: 0.2221, kb_relative_information_score: 287267.002, mean_absolute_error: 0.1418, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.2916, predictive_accuracy: 0.2928, prior_entropy: 3.4594, recall: 0.2928, relative_absolute_error: 0.8581, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.9642,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.8404, kappa: 0.7695, kb_relative_information_score: 782048.1812, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8596, predictive_accuracy: 0.8462, prior_entropy: 1.585, recall: 0.8462, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.289, root_relative_squared_error: 0.613,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 918037.7611, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9284, prior_entropy: 2.8074, recall: 0.9284, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.3511,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(primary-tumor)

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 34

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.7618, kappa: 0.702, kb_relative_information_score: 722204.1244, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7602, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.357, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.6159,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9202, kappa: 0.8789, kb_relative_information_score: 876565.442, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9202, prior_entropy: 1.585, recall: 0.9202, relative_absolute_error: 0.142, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.206, root_relative_squared_error: 0.437,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.9622, kappa: 0.3177, kb_relative_information_score: 596451.539, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9712, predictive_accuracy: 0.9552, prior_entropy: 1, recall: 0.9552, relative_absolute_error: 0.1045, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.3785,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.99, kappa: 0.3639, kb_relative_information_score: 978439.5476, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9948, predictive_accuracy: 0.9865, prior_entropy: 1.585, recall: 0.9865, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.1755,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6687, f_measure: 0.6524, kappa: 0.1676, kb_relative_information_score: 245158.802, mean_absolute_error: 0.3771, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7339, predictive_accuracy: 0.6194, prior_entropy: 1, recall: 0.6194, relative_absolute_error: 0.7542, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5135, root_relative_squared_error: 1.0271,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, f_measure: 0.7974, kappa: 0.5841, kb_relative_information_score: 510234.7327, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7972, predictive_accuracy: 0.7978, prior_entropy: 1, recall: 0.7978, relative_absolute_error: 0.5093, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.7577,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9861, kappa: 0.9826, kb_relative_information_score: 982869.6305, mean_absolute_error: 0.0067, 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: 0.0241, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.059, root_relative_squared_error: 0.1583,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6642, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 191537.3158, mean_absolute_error: 0.4113, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7168, predictive_accuracy: 0.6652, prior_entropy: 1, recall: 0.6652, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4531, root_relative_squared_error: 0.9062,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.7987, kappa: 0.5849, kb_relative_information_score: 590708.5749, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8267, predictive_accuracy: 0.7946, prior_entropy: 1, recall: 0.7946, relative_absolute_error: 0.409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.417, root_relative_squared_error: 0.834,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9348, kappa: 0.9137, kb_relative_information_score: 924051.0846, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9365, predictive_accuracy: 0.9337, prior_entropy: 2.8074, recall: 0.9337, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.3388,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, f_measure: 0.7268, kappa: 0.5187, kb_relative_information_score: 626455.8075, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.725, predictive_accuracy: 0.7308, prior_entropy: 3.3219, recall: 0.7308, relative_absolute_error: 0.3937, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.6407,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7914, f_measure: 0.5215, kappa: 0.376, kb_relative_information_score: 340385.3534, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5308, predictive_accuracy: 0.5266, prior_entropy: 2.3219, recall: 0.5266, relative_absolute_error: 0.7899, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.8864,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(autos)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8453, f_measure: 0.5805, kappa: 0.4634, kb_relative_information_score: 547323.1074, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5766, predictive_accuracy: 0.5875, prior_entropy: 2.8074, recall: 0.5875, relative_absolute_error: 0.574, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.283, root_relative_squared_error: 0.8088,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.8682, kappa: 0.6691, kb_relative_information_score: 833661.6363, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9079, predictive_accuracy: 0.8462, prior_entropy: 2.585, recall: 0.8462, relative_absolute_error: 0.2031, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2011, root_relative_squared_error: 0.5395,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7415, f_measure: 0.8203, kappa: 0.1887, kb_relative_information_score: 217962.0224, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8562, predictive_accuracy: 0.7897, prior_entropy: 2.3219, recall: 0.7897, relative_absolute_error: 0.3138, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2633, root_relative_squared_error: 0.6582,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8643, f_measure: 0.7898, kappa: 0.5713, kb_relative_information_score: 496889.148, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7917, predictive_accuracy: 0.789, prior_entropy: 1, recall: 0.789, relative_absolute_error: 0.5214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3888, root_relative_squared_error: 0.7775,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 497754.6968, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8954,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8663, kappa: 0.7355, kb_relative_information_score: 840728.087, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8653, predictive_accuracy: 0.868, prior_entropy: 2.3219, recall: 0.868, relative_absolute_error: 0.2024, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4977,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.8668, kappa: 0.7305, kb_relative_information_score: 695767.5719, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.867, predictive_accuracy: 0.8667, prior_entropy: 1, recall: 0.8667, relative_absolute_error: 0.3138, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.6385,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 723474.6778, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.2844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6148,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7575, f_measure: 0.469, kappa: 0.315, kb_relative_information_score: 372391.9066, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5022, predictive_accuracy: 0.4836, prior_entropy: 2, recall: 0.4836, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4382, root_relative_squared_error: 1.012,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7491, f_measure: 0.7074, kappa: 0.3407, kb_relative_information_score: 12292.2719, mean_absolute_error: 0.3569, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7081, predictive_accuracy: 0.7189, prior_entropy: 1, recall: 0.7189, relative_absolute_error: 0.7138, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4332, root_relative_squared_error: 0.8663,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.8308, kappa: 0.5591, kb_relative_information_score: 30449.3381, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8454, predictive_accuracy: 0.824, prior_entropy: 1, recall: 0.824, relative_absolute_error: 0.3832, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.7153,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8426, f_measure: 0.5491, kappa: 0.4478, kb_relative_information_score: 25903.3098, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.7022, predictive_accuracy: 0.5472, prior_entropy: 3.7004, recall: 0.5472, relative_absolute_error: 0.4986, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.244, root_relative_squared_error: 0.9155,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.6919, kappa: 0.6355, kb_relative_information_score: 445228.4886, mean_absolute_error: 0.1177, mean_prior_absolute_error: 0.2778, number_of_instances: 663552, precision: 0.6838, predictive_accuracy: 0.72, prior_entropy: 2.585, recall: 0.72, relative_absolute_error: 0.4236, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.6694,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9843, kappa: 0.8426, kb_relative_information_score: 385241.2405, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9858, predictive_accuracy: 0.9837, prior_entropy: 1, recall: 0.9837, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.2323,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(adult)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8443, kappa: 0.5928, kb_relative_information_score: 643175.8541, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8565, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3653, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.6882,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(spect_test)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7491, f_measure: 0.8713, kappa: 0.2391, kb_relative_information_score: 667061.8806, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8835, predictive_accuracy: 0.8612, prior_entropy: 1, recall: 0.8612, relative_absolute_error: 0.347, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.633,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7726, f_measure: 0.7687, kappa: 0.3469, kb_relative_information_score: 475279.9801, mean_absolute_error: 0.2667, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7892, predictive_accuracy: 0.7564, prior_entropy: 1, recall: 0.7564, relative_absolute_error: 0.5334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.427, root_relative_squared_error: 0.854,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(Australian)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.8311, kappa: 0.6535, kb_relative_information_score: 631202.059, mean_absolute_error: 0.1886, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8319, predictive_accuracy: 0.8321, prior_entropy: 1, recall: 0.8321, relative_absolute_error: 0.3772, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.363, root_relative_squared_error: 0.726,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.4934, kappa: 0.3518, kb_relative_information_score: 403325.3701, mean_absolute_error: 0.222, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5139, predictive_accuracy: 0.4891, prior_entropy: 2.3219, recall: 0.4891, relative_absolute_error: 0.6938, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.371, root_relative_squared_error: 0.9275,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.8397, kappa: 0.8223, kb_relative_information_score: 843861.6675, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8402, predictive_accuracy: 0.84, prior_entropy: 3.3219, recall: 0.84, relative_absolute_error: 0.2217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.5052,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8689, kappa: 0.735, kb_relative_information_score: 662686.7439, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8693, predictive_accuracy: 0.8688, prior_entropy: 1, recall: 0.8688, relative_absolute_error: 0.3563, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3162, root_relative_squared_error: 0.6325,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8506, f_measure: 0.9207, kappa: 0.1974, kb_relative_information_score: 800619.2787, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9145, predictive_accuracy: 0.9351, prior_entropy: 1, recall: 0.9351, relative_absolute_error: 0.215, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.4531,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.8757, kappa: 0.7485, kb_relative_information_score: 687250.7146, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8758, prior_entropy: 1, recall: 0.8758, relative_absolute_error: 0.329, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.5996,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9381, f_measure: 0.8887, kappa: 0.669, kb_relative_information_score: 739784.4051, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8912, predictive_accuracy: 0.887, prior_entropy: 1, recall: 0.887, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.5819,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9183, kappa: 0.8288, kb_relative_information_score: 109080.6759, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.92, predictive_accuracy: 0.9178, prior_entropy: 1, recall: 0.9178, relative_absolute_error: 0.1687, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.5389,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7489, f_measure: 0.8932, kappa: 0.1133, kb_relative_information_score: 861234.2207, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8953, predictive_accuracy: 0.9231, prior_entropy: 2, recall: 0.9231, relative_absolute_error: 0.1826, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4271,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.8091, kappa: 0.7241, kb_relative_information_score: 721367.9266, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8291, predictive_accuracy: 0.8159, prior_entropy: 1.585, recall: 0.8159, relative_absolute_error: 0.3181, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3093, root_relative_squared_error: 0.6561,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.7693, kappa: 0.6142, kb_relative_information_score: 1151273.8289, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7692, predictive_accuracy: 0.7703, prior_entropy: 3.3219, recall: 0.7703, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.599,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8484, f_measure: 0.7851, kappa: 0.5577, kb_relative_information_score: 23740.6042, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7905, predictive_accuracy: 0.7888, prior_entropy: 1, recall: 0.7888, relative_absolute_error: 0.4884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.8054,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.5659, kappa: 0.4359, kb_relative_information_score: 399770.8625, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5678, predictive_accuracy: 0.5681, prior_entropy: 2.3219, recall: 0.5681, relative_absolute_error: 0.7263, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.8514,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8084, f_measure: 0.7593, kappa: 0.4149, kb_relative_information_score: 436910.7255, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.757, predictive_accuracy: 0.766, prior_entropy: 1, recall: 0.766, relative_absolute_error: 0.5848, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4021, root_relative_squared_error: 0.8042,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.8177, kappa: 0.7961, kb_relative_information_score: 823916.4194, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8198, predictive_accuracy: 0.8165, prior_entropy: 3.3219, recall: 0.8165, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.5386,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9555, kappa: 0.9506, kb_relative_information_score: 954408.452, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9556, predictive_accuracy: 0.9555, prior_entropy: 3.3219, recall: 0.9555, relative_absolute_error: 0.0639, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0823, root_relative_squared_error: 0.2744,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.6964, kappa: 0.604, kb_relative_information_score: 646116.0044, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6898, predictive_accuracy: 0.7072, prior_entropy: 2.585, recall: 0.7072, relative_absolute_error: 0.4407, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.6971,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8747, f_measure: 0.7978, kappa: 0.543, kb_relative_information_score: 517870.209, mean_absolute_error: 0.2502, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7969, predictive_accuracy: 0.8002, prior_entropy: 1, recall: 0.8002, relative_absolute_error: 0.5003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3697, root_relative_squared_error: 0.7395,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, f_measure: 0.8573, kappa: 0.6935, kb_relative_information_score: 664377.9337, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8571, predictive_accuracy: 0.8575, prior_entropy: 1, recall: 0.8575, relative_absolute_error: 0.3484, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.6531,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.8054, kappa: 0.7856, kb_relative_information_score: 803334.3334, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8126, predictive_accuracy: 0.8071, prior_entropy: 3.3219, recall: 0.8071, relative_absolute_error: 0.241, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.5865,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.8109, kappa: 0.5369, kb_relative_information_score: 769293.3406, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.82, predictive_accuracy: 0.8095, prior_entropy: 2.585, recall: 0.8095, relative_absolute_error: 0.3134, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.5995,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8638, kappa: 0.7445, kb_relative_information_score: 813022.2847, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8699, predictive_accuracy: 0.8612, prior_entropy: 2, recall: 0.8612, relative_absolute_error: 0.2285, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.5313,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8169, f_measure: 0.3252, kappa: 0.2986, kb_relative_information_score: 380438.457, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3267, predictive_accuracy: 0.3256, prior_entropy: 4.7004, recall: 0.3256, relative_absolute_error: 0.7891, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.9481,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6893, f_measure: 0.5137, kappa: 0.2585, kb_relative_information_score: 13395.0864, mean_absolute_error: 0.3711, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5216, predictive_accuracy: 0.5118, prior_entropy: 1.585, recall: 0.5118, relative_absolute_error: 0.835, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.95,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.8287, kappa: 0.6524, kb_relative_information_score: 637037.9346, mean_absolute_error: 0.1847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8347, predictive_accuracy: 0.8308, prior_entropy: 1, recall: 0.8308, relative_absolute_error: 0.3694, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3671, root_relative_squared_error: 0.7341,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9272, f_measure: 0.714, kappa: 0.6259, kb_relative_information_score: 663265.7501, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7086, predictive_accuracy: 0.7232, prior_entropy: 2.585, recall: 0.7232, relative_absolute_error: 0.4232, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.6794,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.927, kappa: 0.854, kb_relative_information_score: 852469.0065, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9325, predictive_accuracy: 0.9274, prior_entropy: 1, recall: 0.9274, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.247, root_relative_squared_error: 0.494,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.7374, kappa: 0.7103, kb_relative_information_score: 760440.6996, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7364, predictive_accuracy: 0.7393, prior_entropy: 3.3219, recall: 0.7393, relative_absolute_error: 0.3156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.193, root_relative_squared_error: 0.6435,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.8809, kappa: 0.2694, kb_relative_information_score: 259819.3063, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8817, predictive_accuracy: 0.9074, prior_entropy: 2.3219, recall: 0.9074, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.4023,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9066, kappa: 0.8958, kb_relative_information_score: 907680.8355, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9077, predictive_accuracy: 0.9062, prior_entropy: 3.3219, recall: 0.9062, relative_absolute_error: 0.115, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.408,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.3622, kappa: 0.2989, kb_relative_information_score: 350585.9547, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.362, predictive_accuracy: 0.3626, prior_entropy: 3.4594, recall: 0.3626, relative_absolute_error: 0.8056, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.266, root_relative_squared_error: 0.9253,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.8324, kappa: 0.7331, kb_relative_information_score: 481434.3197, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.834, predictive_accuracy: 0.832, prior_entropy: 2.8074, recall: 0.832, relative_absolute_error: 0.2282, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.5387,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(glass,nominal,137781)

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8795, f_measure: 0.7964, kappa: 0.5916, kb_relative_information_score: 567733.031, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7971, predictive_accuracy: 0.7963, prior_entropy: 1, recall: 0.7963, relative_absolute_error: 0.4386, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8023,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9024, kappa: 0.8928, kb_relative_information_score: 909880.2312, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9019, prior_entropy: 4.2479, recall: 0.9019, relative_absolute_error: 0.1163, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.092, root_relative_squared_error: 0.4121,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, f_measure: 0.5209, kappa: 0.3831, kb_relative_information_score: 409675.8163, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5678, predictive_accuracy: 0.5346, prior_entropy: 2, recall: 0.5346, relative_absolute_error: 0.6934, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4228, root_relative_squared_error: 0.9764,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9293, kappa: 0.8586, kb_relative_information_score: 773257.7268, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9293, predictive_accuracy: 0.9293, prior_entropy: 2.3219, recall: 0.9293, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.5228,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7806, f_measure: 0.498, kappa: 0.3559, kb_relative_information_score: 322039.8135, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5127, predictive_accuracy: 0.5131, prior_entropy: 2.3219, recall: 0.5131, relative_absolute_error: 0.8053, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.8967,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.792, kappa: 0.7352, kb_relative_information_score: 765019.7622, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8101, predictive_accuracy: 0.7833, prior_entropy: 2.585, recall: 0.7833, relative_absolute_error: 0.2632, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.6893,

Sign in

Filter results by: