OpenML

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6849, f_measure: 0.6541, kappa: 0.2956, kb_relative_information_score: 293623.1733, mean_absolute_error: 0.3681, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.6563, predictive_accuracy: 0.6591, prior_entropy: 1, recall: 0.6591, relative_absolute_error: 0.7362, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5226, root_relative_squared_error: 1.0452,

Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set Stagger3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.7165, kappa: 0.45, kb_relative_information_score: 286350.1416, mean_absolute_error: 0.371, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8117, predictive_accuracy: 0.7103, prior_entropy: 1, recall: 0.7103, relative_absolute_error: 0.7419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4234, root_relative_squared_error: 0.8467,

Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.8619, kappa: 0.4422, kb_relative_information_score: 427688.89, mean_absolute_error: 0.3085, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9055, predictive_accuracy: 0.8406, prior_entropy: 1, recall: 0.8406, relative_absolute_error: 0.6171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.7188,

Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.804, kappa: 0.5585, kb_relative_information_score: 531310.059, mean_absolute_error: 0.2421, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8058, predictive_accuracy: 0.8028, prior_entropy: 1, recall: 0.8028, relative_absolute_error: 0.4843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.379, root_relative_squared_error: 0.7581,

Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set Stagger2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.7374, kappa: 0.4705, kb_relative_information_score: 335418.6692, mean_absolute_error: 0.3472, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7395, predictive_accuracy: 0.7367, prior_entropy: 1, recall: 0.7367, relative_absolute_error: 0.6944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.41, root_relative_squared_error: 0.8201,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.8045, kappa: 0.6163, kb_relative_information_score: 60742.6062, mean_absolute_error: 0.1917, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8331, predictive_accuracy: 0.8082, prior_entropy: 1, recall: 0.8082, relative_absolute_error: 0.3835, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4337, root_relative_squared_error: 0.8673,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8192, f_measure: 0.7267, kappa: 0.3673, kb_relative_information_score: 195176.4488, mean_absolute_error: 0.3132, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.7359, predictive_accuracy: 0.745, prior_entropy: 1, recall: 0.745, relative_absolute_error: 0.6263, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8029,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.8059, kappa: 0.6159, kb_relative_information_score: 60702.5838, mean_absolute_error: 0.1919, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8215, predictive_accuracy: 0.8079, prior_entropy: 1, recall: 0.8079, relative_absolute_error: 0.3839, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.8678,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.6262, kappa: 0.2538, kb_relative_information_score: 105507.7519, mean_absolute_error: 0.4117, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6517, predictive_accuracy: 0.6458, prior_entropy: 1, recall: 0.6458, relative_absolute_error: 0.8234, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4758, root_relative_squared_error: 0.9515,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.8243, kappa: 0.5353, kb_relative_information_score: 611158.0599, mean_absolute_error: 0.1978, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8333, predictive_accuracy: 0.8191, prior_entropy: 1, recall: 0.8191, relative_absolute_error: 0.3956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3724, root_relative_squared_error: 0.7448,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9096, f_measure: 0.9568, kappa: 0.2834, kb_relative_information_score: 575564.9245, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9706, predictive_accuracy: 0.9463, prior_entropy: 1, recall: 0.9463, relative_absolute_error: 0.1395, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.4125,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9837, kappa: 0.229, kb_relative_information_score: 954846.9365, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.994, predictive_accuracy: 0.9752, prior_entropy: 1.585, recall: 0.9752, relative_absolute_error: 0.054, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.2425,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7486, f_measure: 0.8716, kappa: 0.2393, kb_relative_information_score: 666590.6237, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8616, prior_entropy: 1, recall: 0.8616, relative_absolute_error: 0.3478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3159, root_relative_squared_error: 0.6318,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5463, kappa: 0.4582, kb_relative_information_score: 503191.134, mean_absolute_error: 0.2425, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.731, predictive_accuracy: 0.6375, prior_entropy: 1.585, recall: 0.6375, relative_absolute_error: 0.5456, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4836, root_relative_squared_error: 1.0258,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6758, f_measure: 0.6367, kappa: 0.1747, kb_relative_information_score: 218371.2228, mean_absolute_error: 0.3893, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7441, predictive_accuracy: 0.6012, prior_entropy: 1, recall: 0.6012, relative_absolute_error: 0.7786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5313, root_relative_squared_error: 1.0626,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, f_measure: 0.3629, kappa: 0.3066, kb_relative_information_score: 329733.5398, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3633, predictive_accuracy: 0.3697, prior_entropy: 3.4594, recall: 0.3697, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.9144,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.792, kappa: 0.7352, kb_relative_information_score: 764985.5394, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8101, predictive_accuracy: 0.7832, prior_entropy: 2.585, recall: 0.7832, relative_absolute_error: 0.2635, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.6878,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.4277, kappa: 0.4165, kb_relative_information_score: 486208.2276, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4361, predictive_accuracy: 0.439, prior_entropy: 4.7004, recall: 0.439, relative_absolute_error: 0.6962, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.8666,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.6212, kappa: 0.0559, kb_relative_information_score: -639.3226, mean_absolute_error: 0.5008, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9366, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6986, root_relative_squared_error: 1.3973,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.6918, kappa: 0.6354, kb_relative_information_score: 444270.9258, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.2778, number_of_instances: 663552, precision: 0.6838, predictive_accuracy: 0.7199, prior_entropy: 2.585, recall: 0.7199, relative_absolute_error: 0.4259, 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.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9398, f_measure: 0.7617, kappa: 0.702, kb_relative_information_score: 720860.6103, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7601, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.3591, 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.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7724, f_measure: 0.7686, kappa: 0.3467, kb_relative_information_score: 474612.8307, mean_absolute_error: 0.2671, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7891, predictive_accuracy: 0.7562, prior_entropy: 1, recall: 0.7562, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4267, root_relative_squared_error: 0.8535,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.6274, kappa: 0.2421, kb_relative_information_score: 222746.7598, mean_absolute_error: 0.3885, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7255, predictive_accuracy: 0.6086, prior_entropy: 1, recall: 0.6086, relative_absolute_error: 0.777, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5114, root_relative_squared_error: 1.0229,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.7601, kappa: 0.7291, kb_relative_information_score: 733107.9677, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7628, predictive_accuracy: 0.761, prior_entropy: 3.1699, recall: 0.761, relative_absolute_error: 0.3689, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.6178,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.8299, kappa: 0.6512, kb_relative_information_score: 635277.5377, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8307, predictive_accuracy: 0.831, prior_entropy: 1, recall: 0.831, relative_absolute_error: 0.3713, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3682, root_relative_squared_error: 0.7364,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8106, f_measure: 0.6958, kappa: 0.5437, kb_relative_information_score: 578997.6274, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.6985, predictive_accuracy: 0.6975, prior_entropy: 1.585, recall: 0.6975, relative_absolute_error: 0.4655, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4309, root_relative_squared_error: 0.9141,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8178, f_measure: 0.5158, kappa: 0.3817, kb_relative_information_score: 432075.3145, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5373, predictive_accuracy: 0.5137, prior_entropy: 2.3219, recall: 0.5137, relative_absolute_error: 0.6623, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.9103,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.52, f_measure: 0.5646, kappa: 0.0428, kb_relative_information_score: 25424.9871, mean_absolute_error: 0.3949, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5624, predictive_accuracy: 0.605, prior_entropy: 1, recall: 0.605, relative_absolute_error: 0.7897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6256, root_relative_squared_error: 1.2511,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.6882, kappa: 0.6552, kb_relative_information_score: 711736.1382, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6898, predictive_accuracy: 0.6897, prior_entropy: 3.3219, recall: 0.6897, relative_absolute_error: 0.3639, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.7197,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.8331, kappa: 0.8137, kb_relative_information_score: 843942.7963, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8346, predictive_accuracy: 0.8323, prior_entropy: 3.3219, recall: 0.8323, relative_absolute_error: 0.218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5158,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9702, kappa: 0.9668, kb_relative_information_score: 955010.2799, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9704, predictive_accuracy: 0.9701, prior_entropy: 3.3219, recall: 0.9701, relative_absolute_error: 0.0764, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.2437,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.744, kappa: 0.3717, kb_relative_information_score: 425152.5065, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7412, predictive_accuracy: 0.7528, prior_entropy: 1, recall: 0.7528, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4157, root_relative_squared_error: 0.8314,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.6716, f_measure: 0.4896, kappa: 0.2221, kb_relative_information_score: 12488.2506, mean_absolute_error: 0.3775, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4989, predictive_accuracy: 0.4871, prior_entropy: 1.585, recall: 0.4871, relative_absolute_error: 0.8494, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4521, root_relative_squared_error: 0.959,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.9119, f_measure: 0.684, kappa: 0.5929, kb_relative_information_score: 643239.3445, mean_absolute_error: 0.1211, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6782, predictive_accuracy: 0.6982, prior_entropy: 2.585, recall: 0.6982, relative_absolute_error: 0.4358, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.7172,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.8998, f_measure: 0.8317, kappa: 0.6375, kb_relative_information_score: 598620.5695, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8313, predictive_accuracy: 0.8325, prior_entropy: 1, recall: 0.8325, relative_absolute_error: 0.4176, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.7001,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.8393, f_measure: 0.8778, kappa: 0.2399, kb_relative_information_score: 258320.5062, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.876, predictive_accuracy: 0.9069, prior_entropy: 2.3219, recall: 0.9069, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.169, root_relative_squared_error: 0.4224,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.8352, f_measure: 0.7558, kappa: 0.5138, kb_relative_information_score: 412952.8915, mean_absolute_error: 0.3039, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7672, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.6078, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4173, root_relative_squared_error: 0.8346,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.7798, kappa: 0.737, kb_relative_information_score: 751637.1823, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.7968, predictive_accuracy: 0.7746, prior_entropy: 2.8074, recall: 0.7746, relative_absolute_error: 0.3118, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.6226,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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.ADACC_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: 0.8884, f_measure: 0.8074, kappa: 0.6171, kb_relative_information_score: 779106.5521, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8073, predictive_accuracy: 0.8098, prior_entropy: 2.3219, recall: 0.8098, relative_absolute_error: 0.2786, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.238, root_relative_squared_error: 0.5951,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.8743, f_measure: 0.7917, kappa: 0.5825, kb_relative_information_score: 558992.3941, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7929, predictive_accuracy: 0.7915, prior_entropy: 1, recall: 0.7915, relative_absolute_error: 0.4472, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8133,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.7447, f_measure: 0.8932, kappa: 0.1137, kb_relative_information_score: 859403.7729, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8949, predictive_accuracy: 0.9231, prior_entropy: 2, recall: 0.9231, relative_absolute_error: 0.1856, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.4275,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.9331, f_measure: 0.7929, kappa: 0.7015, kb_relative_information_score: 701317.8882, mean_absolute_error: 0.1509, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8153, predictive_accuracy: 0.8007, prior_entropy: 1.585, recall: 0.8007, relative_absolute_error: 0.3395, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.6859,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.9857, f_measure: 0.8526, kappa: 0.8366, kb_relative_information_score: 858766.4956, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.853, predictive_accuracy: 0.8529, prior_entropy: 3.3219, recall: 0.8529, relative_absolute_error: 0.1974, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.487,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4932, f_measure: 0.2978, kappa: 0.0109, kb_relative_information_score: -5799.3165, mean_absolute_error: 0.5642, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5612, predictive_accuracy: 0.4363, prior_entropy: 1, recall: 0.4363, relative_absolute_error: 1.1283, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7474, root_relative_squared_error: 1.4947,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.8333, kappa: 0.6442, kb_relative_information_score: 467851.6203, mean_absolute_error: 0.2843, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8377, predictive_accuracy: 0.8367, prior_entropy: 1, recall: 0.8367, relative_absolute_error: 0.5687, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3743, root_relative_squared_error: 0.7487,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4287, f_measure: 0.3635, kappa: 0.0028, kb_relative_information_score: 405479.6513, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.4557, predictive_accuracy: 0.4984, prior_entropy: 3.3219, recall: 0.4984, relative_absolute_error: 0.5804, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3081, root_relative_squared_error: 1.0271,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.8191, kappa: 0.6151, kb_relative_information_score: 468163.8451, mean_absolute_error: 0.2813, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.82, predictive_accuracy: 0.8213, prior_entropy: 1, recall: 0.8213, relative_absolute_error: 0.5625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3916, root_relative_squared_error: 0.7831,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.879, f_measure: 0.7143, kappa: 0.6109, kb_relative_information_score: 651605.5186, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.7401, predictive_accuracy: 0.6952, prior_entropy: 2.8074, recall: 0.6952, relative_absolute_error: 0.4372, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.7264,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8008, f_measure: 0.6063, kappa: 0.4146, kb_relative_information_score: 66935.965, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.617, predictive_accuracy: 0.6156, prior_entropy: 2.8074, recall: 0.6156, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.801,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.5137, kappa: 0.2582, kb_relative_information_score: 13376.78, mean_absolute_error: 0.3713, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5215, predictive_accuracy: 0.5117, prior_entropy: 1.585, recall: 0.5117, relative_absolute_error: 0.8354, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4478, root_relative_squared_error: 0.9498,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.8579, kappa: 0.7312, kb_relative_information_score: 808442.4744, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8629, predictive_accuracy: 0.8556, prior_entropy: 2, recall: 0.8556, relative_absolute_error: 0.2341, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.5388,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9022, kappa: 0.8926, kb_relative_information_score: 907068.978, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9099, predictive_accuracy: 0.9017, prior_entropy: 4.2479, recall: 0.9017, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.4124,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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.ADACC_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: 0.4687, kappa: 0.3147, kb_relative_information_score: 372311.8914, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5019, predictive_accuracy: 0.4834, prior_entropy: 2, recall: 0.4834, relative_absolute_error: 0.7274, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4381, root_relative_squared_error: 1.0117,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5997, f_measure: 0.509, kappa: 0.2179, kb_relative_information_score: 783887.5675, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6293, predictive_accuracy: 0.5564, prior_entropy: 3.3219, recall: 0.5564, relative_absolute_error: 0.496, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.9864,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.8496, f_measure: 0.5264, kappa: 0.4331, kb_relative_information_score: 23855.4412, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.7067, predictive_accuracy: 0.5287, prior_entropy: 3.7004, recall: 0.5287, relative_absolute_error: 0.5147, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.262, root_relative_squared_error: 0.9831,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8429, f_measure: 0.7554, kappa: 0.511, kb_relative_information_score: 497149.2363, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7584, predictive_accuracy: 0.7552, prior_entropy: 1, recall: 0.7552, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8945,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.6212, kappa: 0.5053, kb_relative_information_score: 556016.1157, mean_absolute_error: 0.1435, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6966, predictive_accuracy: 0.5967, prior_entropy: 2.585, recall: 0.5967, relative_absolute_error: 0.5167, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3357, root_relative_squared_error: 0.9009,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8409, f_measure: 0.7871, kappa: 0.5387, kb_relative_information_score: 482866.7296, mean_absolute_error: 0.2683, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7896, predictive_accuracy: 0.7856, prior_entropy: 1, recall: 0.7856, relative_absolute_error: 0.5366, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.7953,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.8242, f_measure: 0.7738, kappa: 0.4495, kb_relative_information_score: 450370.8681, mean_absolute_error: 0.2872, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7723, predictive_accuracy: 0.7807, prior_entropy: 1, recall: 0.7807, relative_absolute_error: 0.5743, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3887, root_relative_squared_error: 0.7775,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.9208, f_measure: 0.8442, kappa: 0.6806, kb_relative_information_score: 605724.6887, mean_absolute_error: 0.2071, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8441, predictive_accuracy: 0.8443, prior_entropy: 1, recall: 0.8443, relative_absolute_error: 0.4141, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3341, root_relative_squared_error: 0.6682,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.9652, f_measure: 0.7413, kappa: 0.715, kb_relative_information_score: 764887.0773, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7402, predictive_accuracy: 0.7435, prior_entropy: 3.3219, recall: 0.7435, relative_absolute_error: 0.309, 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.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.8675, kappa: 0.7303, kb_relative_information_score: 90364.0119, mean_absolute_error: 0.1603, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.8876, predictive_accuracy: 0.8658, prior_entropy: 1, recall: 0.8658, relative_absolute_error: 0.3207, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.6474,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.864, f_measure: 0.7819, kappa: 0.5643, kb_relative_information_score: 506465.3091, mean_absolute_error: 0.2536, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7835, predictive_accuracy: 0.7822, prior_entropy: 1, recall: 0.7822, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.8005,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.8845, f_measure: 0.8389, kappa: 0.5373, kb_relative_information_score: 621428.7444, mean_absolute_error: 0.1947, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8513, predictive_accuracy: 0.8321, prior_entropy: 1, recall: 0.8321, relative_absolute_error: 0.3894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3553, root_relative_squared_error: 0.7106,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8867, f_measure: 0.7993, kappa: 0.5681, kb_relative_information_score: 586076.2249, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8022, predictive_accuracy: 0.7977, prior_entropy: 1, recall: 0.7977, relative_absolute_error: 0.4162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.8168,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.904, f_measure: 0.6319, kappa: 0.5361, kb_relative_information_score: 569761.417, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7355, predictive_accuracy: 0.6138, prior_entropy: 2.585, recall: 0.6138, relative_absolute_error: 0.515, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3106, root_relative_squared_error: 0.8334,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.8439, kappa: 0.8264, kb_relative_information_score: 843926.6004, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8474, predictive_accuracy: 0.8437, prior_entropy: 3.3219, recall: 0.8437, relative_absolute_error: 0.1939, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.5175,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6969, f_measure: 0.6103, kappa: 0.3737, kb_relative_information_score: 345925.3113, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6456, predictive_accuracy: 0.6227, prior_entropy: 2.8074, recall: 0.6227, relative_absolute_error: 0.4435, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.9261,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.8509, f_measure: 0.7907, kappa: 0.5822, kb_relative_information_score: 745147.0484, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.793, predictive_accuracy: 0.7911, prior_entropy: 2.3219, recall: 0.7911, relative_absolute_error: 0.3285, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.6347,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.5353, f_measure: 0.2333, kappa: 0.0236, kb_relative_information_score: 122884.8111, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2898, predictive_accuracy: 0.2919, prior_entropy: 2.3219, recall: 0.2919, relative_absolute_error: 0.9563, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3941, root_relative_squared_error: 0.9853,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.5669, f_measure: 0.2596, kappa: 0.0556, kb_relative_information_score: 135527.927, mean_absolute_error: 0.3032, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3058, predictive_accuracy: 0.3104, prior_entropy: 2.3219, recall: 0.3104, relative_absolute_error: 0.9475, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.9829,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.7659, kappa: 0.5335, kb_relative_information_score: 739668.4718, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.768, predictive_accuracy: 0.7697, prior_entropy: 2.3219, recall: 0.7697, relative_absolute_error: 0.3052, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.702,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7571, f_measure: 0.7349, kappa: 0.4771, kb_relative_information_score: 469728.4734, mean_absolute_error: 0.2664, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7548, predictive_accuracy: 0.735, prior_entropy: 1, recall: 0.735, relative_absolute_error: 0.5329, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4896, root_relative_squared_error: 0.9793,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9072, f_measure: 0.8677, kappa: 0.6075, kb_relative_information_score: 701190.3688, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8718, predictive_accuracy: 0.865, prior_entropy: 1, recall: 0.865, relative_absolute_error: 0.3059, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.6502,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.8724, kappa: 0.7616, kb_relative_information_score: 815113.7204, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8751, predictive_accuracy: 0.8725, prior_entropy: 2, recall: 0.8725, relative_absolute_error: 0.2342, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.4981,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8298, kappa: 0.5726, kb_relative_information_score: 795988.1913, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8341, predictive_accuracy: 0.8285, prior_entropy: 2.585, recall: 0.8285, relative_absolute_error: 0.2883, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.204, root_relative_squared_error: 0.5474,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.9482, f_measure: 0.7574, kappa: 0.6832, kb_relative_information_score: 706469.3256, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7538, predictive_accuracy: 0.7649, prior_entropy: 2.585, recall: 0.7649, relative_absolute_error: 0.3743, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.6288,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.7855, kappa: 0.5703, kb_relative_information_score: 526332.7631, mean_absolute_error: 0.2417, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7855, predictive_accuracy: 0.7856, prior_entropy: 1, recall: 0.7856, relative_absolute_error: 0.4834, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4019, root_relative_squared_error: 0.8039,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.9682, f_measure: 0.8051, kappa: 0.7853, kb_relative_information_score: 801806.8675, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8123, predictive_accuracy: 0.8068, prior_entropy: 3.3219, recall: 0.8068, relative_absolute_error: 0.2446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.5856,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.8064, f_measure: 0.9162, kappa: 0.1581, kb_relative_information_score: 799793.2868, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9078, predictive_accuracy: 0.9306, prior_entropy: 1, recall: 0.9306, relative_absolute_error: 0.215, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2373, root_relative_squared_error: 0.4747,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.7734, f_measure: 0.5076, kappa: 0.3619, kb_relative_information_score: 313563.9002, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5224, predictive_accuracy: 0.5197, prior_entropy: 2.3219, recall: 0.5197, relative_absolute_error: 0.8151, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3606, root_relative_squared_error: 0.9016,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7934, kappa: 0.5809, kb_relative_information_score: 580179.7939, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7949, predictive_accuracy: 0.7947, prior_entropy: 1, recall: 0.7947, relative_absolute_error: 0.4223, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4269, root_relative_squared_error: 0.8538,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8159, f_measure: 0.7642, kappa: 0.4631, kb_relative_information_score: 494650.7493, mean_absolute_error: 0.2583, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7646, predictive_accuracy: 0.771, prior_entropy: 1, recall: 0.771, relative_absolute_error: 0.5166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4174, root_relative_squared_error: 0.8348,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.742, f_measure: 0.8204, kappa: 0.1878, kb_relative_information_score: 218324.685, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8559, predictive_accuracy: 0.7902, prior_entropy: 2.3219, recall: 0.7902, relative_absolute_error: 0.3117, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.263, root_relative_squared_error: 0.6574,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8802, f_measure: 0.8108, kappa: 0.5363, kb_relative_information_score: 768752.4463, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8198, predictive_accuracy: 0.8096, prior_entropy: 2.585, recall: 0.8096, relative_absolute_error: 0.3144, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.5992,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.8314, kappa: 0.5602, kb_relative_information_score: 30324.5218, mean_absolute_error: 0.1931, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8457, predictive_accuracy: 0.8247, prior_entropy: 1, recall: 0.8247, relative_absolute_error: 0.3863, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3575, root_relative_squared_error: 0.715,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.3634, kappa: 0.3069, kb_relative_information_score: 329485.4746, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3637, predictive_accuracy: 0.3699, prior_entropy: 3.4594, recall: 0.3699, relative_absolute_error: 0.8433, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.263, root_relative_squared_error: 0.9147,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.7669, kappa: 0.741, kb_relative_information_score: 763607.3416, mean_absolute_error: 0.0514, 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: 0.2854, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.6491,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.9799, f_measure: 0.8121, kappa: 0.7924, kb_relative_information_score: 811942.348, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8275, predictive_accuracy: 0.8131, prior_entropy: 3.3219, recall: 0.8131, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.5561,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.8672, f_measure: 0.7803, kappa: 0.5547, kb_relative_information_score: 504247.173, mean_absolute_error: 0.2554, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.79, predictive_accuracy: 0.7844, prior_entropy: 1, recall: 0.7844, relative_absolute_error: 0.5108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.7934,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.5948, kappa: 0.1905, kb_relative_information_score: 186047.4019, mean_absolute_error: 0.4146, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7163, predictive_accuracy: 0.6651, prior_entropy: 1, recall: 0.6651, relative_absolute_error: 0.8293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4535, root_relative_squared_error: 0.907,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.8574, f_measure: 0.4308, kappa: 0.3778, kb_relative_information_score: 397211.0392, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4299, predictive_accuracy: 0.4344, prior_entropy: 3.4594, recall: 0.4344, relative_absolute_error: 0.7784, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2533, root_relative_squared_error: 0.8811,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.5355, kappa: 0.4886, kb_relative_information_score: 520802.7511, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5356, predictive_accuracy: 0.5397, prior_entropy: 3.3219, recall: 0.5397, relative_absolute_error: 0.6174, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.8094,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.8223, kappa: 0.61, kb_relative_information_score: 621912.5059, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8219, predictive_accuracy: 0.8227, prior_entropy: 1, recall: 0.8227, relative_absolute_error: 0.385, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.383, root_relative_squared_error: 0.766,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 0.4971, kappa: 0.3549, kb_relative_information_score: 321865.7328, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5119, predictive_accuracy: 0.5122, prior_entropy: 2.3219, recall: 0.5122, relative_absolute_error: 0.8054, 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.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.8332, kappa: 0.6424, kb_relative_information_score: 625037.6765, mean_absolute_error: 0.1927, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8333, predictive_accuracy: 0.8331, prior_entropy: 1, recall: 0.8331, relative_absolute_error: 0.3853, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.7162,

Jan van Rijn 10 years ago
ran flow moa.ADACC_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: 436692.2894, mean_absolute_error: 0.2926, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.757, predictive_accuracy: 0.7661, prior_entropy: 1, recall: 0.7661, relative_absolute_error: 0.5851, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4019, root_relative_squared_error: 0.8038,

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