OpenML

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.9015, kappa: 0.8161, kb_relative_information_score: 854354.3898, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.9022, prior_entropy: 2, recall: 0.9022, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.204, root_relative_squared_error: 0.471,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.875, kappa: 0.8382, kb_relative_information_score: 788960.2558, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8752, predictive_accuracy: 0.8751, prior_entropy: 2.3219, recall: 0.8751, relative_absolute_error: 0.2891, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.5177,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8483, kappa: 0.8316, kb_relative_information_score: 841530.0929, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8485, predictive_accuracy: 0.8485, prior_entropy: 3.3219, recall: 0.8485, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5803,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9216, f_measure: 0.8796, kappa: 0.7565, kb_relative_information_score: 720809.3877, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8798, predictive_accuracy: 0.8795, prior_entropy: 1, recall: 0.8795, relative_absolute_error: 0.2848, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3146, root_relative_squared_error: 0.6293,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.8774, kappa: 0.7579, kb_relative_information_score: 856279.2048, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8768, predictive_accuracy: 0.8795, prior_entropy: 2.3219, recall: 0.8795, relative_absolute_error: 0.1788, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.4983,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8811, kappa: 0.7589, kb_relative_information_score: 724597.2848, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8813, prior_entropy: 1, recall: 0.8813, relative_absolute_error: 0.2815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3114, root_relative_squared_error: 0.6229,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.9102, kappa: 0.7208, kb_relative_information_score: 787206.5798, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9099, predictive_accuracy: 0.9125, prior_entropy: 1, recall: 0.9125, relative_absolute_error: 0.2179, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.5387,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7411, f_measure: 0.7299, kappa: 0.3912, kb_relative_information_score: 17709.6483, mean_absolute_error: 0.2777, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7327, predictive_accuracy: 0.7411, prior_entropy: 1, recall: 0.7411, relative_absolute_error: 0.5555, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.9208,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8409, kappa: 0.5537, kb_relative_information_score: 32024.3891, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8391, predictive_accuracy: 0.8447, prior_entropy: 1, recall: 0.8447, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.343, root_relative_squared_error: 0.686,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8833, f_measure: 0.6746, kappa: 0.6432, kb_relative_information_score: 615686.5957, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6747, predictive_accuracy: 0.6757, prior_entropy: 3.4594, recall: 0.6757, relative_absolute_error: 0.5549, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.7694,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9363, kappa: 0.9173, kb_relative_information_score: 926441.9819, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9363, predictive_accuracy: 0.9367, prior_entropy: 2.8074, recall: 0.9367, relative_absolute_error: 0.0987, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1223, root_relative_squared_error: 0.3495,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 399930, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0035, root_relative_squared_error: 0.0071,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9776, kappa: 0.7425, kb_relative_information_score: 376596.4991, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9793, predictive_accuracy: 0.9797, prior_entropy: 1, recall: 0.9797, relative_absolute_error: 0.0596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.2511,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8083, kappa: 0.6797, kb_relative_information_score: 1181162.4226, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8144, predictive_accuracy: 0.8148, prior_entropy: 3.3219, recall: 0.8148, relative_absolute_error: 0.2787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.5897,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7116, f_measure: 0.6604, kappa: 0.3188, kb_relative_information_score: 167207.9835, mean_absolute_error: 0.3478, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6831, predictive_accuracy: 0.6752, prior_entropy: 1, recall: 0.6752, relative_absolute_error: 0.6957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5031, root_relative_squared_error: 1.0062,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8314, f_measure: 0.6243, kappa: 0.5237, kb_relative_information_score: 517010.3347, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6262, predictive_accuracy: 0.6425, prior_entropy: 2, recall: 0.6425, relative_absolute_error: 0.5667, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.8471,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9858, kappa: 0.9823, kb_relative_information_score: 959769.3788, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9858, predictive_accuracy: 0.9858, prior_entropy: 2.585, recall: 0.9858, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.2221,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999965.592, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0033, root_relative_squared_error: 0.0066,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Stagger2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999713.7756, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0068, root_relative_squared_error: 0.0136,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.8125, kappa: 0.7672, kb_relative_information_score: 826851.4192, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8247, predictive_accuracy: 0.8192, prior_entropy: 2.585, recall: 0.8192, relative_absolute_error: 0.232, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1938, root_relative_squared_error: 0.5201,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Stagger3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999989.5145, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.0035,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.9526, kappa: 0.8934, kb_relative_information_score: 417022.3715, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9526, predictive_accuracy: 0.9525, prior_entropy: 1, recall: 0.9525, relative_absolute_error: 0.1546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.4163,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.8128, kappa: 0.7896, kb_relative_information_score: 730156.3291, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8307, predictive_accuracy: 0.8106, prior_entropy: 3.3219, recall: 0.8106, relative_absolute_error: 0.4334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.6015,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9381, f_measure: 0.8, kappa: 0.7752, kb_relative_information_score: 785177.0921, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7995, predictive_accuracy: 0.8018, prior_entropy: 3.1699, recall: 0.8018, relative_absolute_error: 0.2994, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.186, root_relative_squared_error: 0.592,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.9173, kappa: 0.7352, kb_relative_information_score: 764213.7915, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9277, predictive_accuracy: 0.9234, prior_entropy: 1, recall: 0.9234, relative_absolute_error: 0.2416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2706, root_relative_squared_error: 0.5412,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.8496, kappa: 0.7005, kb_relative_information_score: 66205.259, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8569, predictive_accuracy: 0.8503, prior_entropy: 1, recall: 0.8503, relative_absolute_error: 0.3323, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3555, root_relative_squared_error: 0.711,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, f_measure: 0.7939, kappa: 0.5856, kb_relative_information_score: 558713.6757, mean_absolute_error: 0.2457, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7989, predictive_accuracy: 0.7932, prior_entropy: 1, recall: 0.7932, relative_absolute_error: 0.4914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4075, root_relative_squared_error: 0.8149,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.8117, kappa: 0.6215, kb_relative_information_score: 560029.6817, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8117, predictive_accuracy: 0.8118, prior_entropy: 1, recall: 0.8118, relative_absolute_error: 0.4484, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3866, root_relative_squared_error: 0.7732,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7593, f_measure: 0.7664, kappa: 0.4249, kb_relative_information_score: 517571.6667, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7694, predictive_accuracy: 0.7796, prior_entropy: 1, recall: 0.7796, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.424, root_relative_squared_error: 0.848,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.5879, kappa: 0.1479, kb_relative_information_score: 57586.9111, mean_absolute_error: 0.2542, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.7862, predictive_accuracy: 0.6812, prior_entropy: 1, recall: 0.6812, relative_absolute_error: 0.5084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4105, root_relative_squared_error: 0.8209,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.8771, kappa: 0.8176, kb_relative_information_score: 807361.5016, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8799, predictive_accuracy: 0.8783, prior_entropy: 1.585, recall: 0.8783, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.255, root_relative_squared_error: 0.5408,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.8178, kappa: 0.7984, kb_relative_information_score: 813250.2208, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8192, predictive_accuracy: 0.8186, prior_entropy: 3.3219, recall: 0.8186, relative_absolute_error: 0.2624, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.5564,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, f_measure: 0.4965, kappa: 0.4821, kb_relative_information_score: 540713.4527, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5017, predictive_accuracy: 0.5021, prior_entropy: 4.7004, recall: 0.5021, relative_absolute_error: 0.605, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.8712,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9411, kappa: 0.8717, kb_relative_information_score: 811780.1563, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9411, predictive_accuracy: 0.9412, prior_entropy: 1, recall: 0.9412, relative_absolute_error: 0.1963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.234, root_relative_squared_error: 0.468,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9569, kappa: 0.9093, kb_relative_information_score: 117886.6938, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9571, predictive_accuracy: 0.9569, prior_entropy: 1, recall: 0.9569, relative_absolute_error: 0.1034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.3738,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9251, kappa: 0.8275, kb_relative_information_score: 735546.3162, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9277, predictive_accuracy: 0.9265, prior_entropy: 1, recall: 0.9265, relative_absolute_error: 0.2781, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.5271,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.8603, kappa: 0.8362, kb_relative_information_score: 836360.6012, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8631, predictive_accuracy: 0.8596, prior_entropy: 2.8074, recall: 0.8596, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.5377,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5852, f_measure: 0.5932, kappa: 0.1887, kb_relative_information_score: 321313.9445, mean_absolute_error: 0.3401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7188, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5729, root_relative_squared_error: 1.1459,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9736, kappa: 0.9471, kb_relative_information_score: 911514.3932, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.974, predictive_accuracy: 0.9736, prior_entropy: 1, recall: 0.9736, relative_absolute_error: 0.0956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.145, root_relative_squared_error: 0.2899,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.9347, kappa: 0.8691, kb_relative_information_score: 827361.2352, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9347, predictive_accuracy: 0.9347, prior_entropy: 1, recall: 0.9347, relative_absolute_error: 0.182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.228, root_relative_squared_error: 0.4561,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.8689, kappa: 0.7901, kb_relative_information_score: 495015.1725, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8717, predictive_accuracy: 0.8718, prior_entropy: 2.8074, recall: 0.8718, relative_absolute_error: 0.2282, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.164, root_relative_squared_error: 0.4687,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.8446, kappa: 0.6892, kb_relative_information_score: 826536.3314, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8446, predictive_accuracy: 0.8446, prior_entropy: 2.3219, recall: 0.8446, relative_absolute_error: 0.2312, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.5171,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.92, kappa: 0.84, kb_relative_information_score: 889763.4479, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 2.3219, recall: 0.92, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.4222,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.9353, kappa: 0.8393, kb_relative_information_score: 910705.1608, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9363, predictive_accuracy: 0.939, prior_entropy: 2.585, recall: 0.939, relative_absolute_error: 0.1263, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.3627,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8448, f_measure: 0.712, kappa: 0.5093, kb_relative_information_score: 636178.6191, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7328, predictive_accuracy: 0.738, prior_entropy: 3.3219, recall: 0.738, relative_absolute_error: 0.3375, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.6559,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9134, kappa: 0.8268, kb_relative_information_score: 802518.5444, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9138, predictive_accuracy: 0.9134, prior_entropy: 1, recall: 0.9134, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.4963,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9082, kappa: 0.8994, kb_relative_information_score: 900686.5368, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9147, predictive_accuracy: 0.9081, prior_entropy: 4.2479, recall: 0.9081, relative_absolute_error: 0.1603, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4163,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.8679, kappa: 0.7187, kb_relative_information_score: 710445.553, mean_absolute_error: 0.1478, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8705, predictive_accuracy: 0.8698, prior_entropy: 1, recall: 0.8698, relative_absolute_error: 0.2956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.6817,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.8333, kappa: 0.6571, kb_relative_information_score: 26484.7729, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8362, predictive_accuracy: 0.8351, prior_entropy: 1, recall: 0.8351, relative_absolute_error: 0.4316, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.6982,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.8636, kappa: 0.7094, kb_relative_information_score: 704394.0397, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8662, predictive_accuracy: 0.8656, prior_entropy: 1, recall: 0.8656, relative_absolute_error: 0.3012, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3457, root_relative_squared_error: 0.6915,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.929, kappa: 0.9211, kb_relative_information_score: 927366.5426, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9291, predictive_accuracy: 0.929, prior_entropy: 3.3219, recall: 0.929, relative_absolute_error: 0.1054, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.353,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.7232, kappa: 0.6936, kb_relative_information_score: 702200.8345, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.723, predictive_accuracy: 0.7242, prior_entropy: 3.3219, recall: 0.7242, relative_absolute_error: 0.4024, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.7036,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.7824, kappa: 0.7172, kb_relative_information_score: 641740.5342, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7965, predictive_accuracy: 0.7849, prior_entropy: 2.3219, recall: 0.7849, relative_absolute_error: 0.4871, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.6622,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.8387, kappa: 0.791, kb_relative_information_score: 746007.6867, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8416, predictive_accuracy: 0.8396, prior_entropy: 2.3219, recall: 0.8396, relative_absolute_error: 0.3402, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.5609,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6688, f_measure: 0.5181, kappa: 0.2538, kb_relative_information_score: 17086.0286, mean_absolute_error: 0.3423, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5172, predictive_accuracy: 0.5194, prior_entropy: 1.585, recall: 0.5194, relative_absolute_error: 0.7703, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4832, root_relative_squared_error: 1.0249,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.682, kappa: 0.5845, kb_relative_information_score: 565152.2657, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7291, predictive_accuracy: 0.6889, prior_entropy: 2.3219, recall: 0.6889, relative_absolute_error: 0.5741, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.7582,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.8105, kappa: 0.7559, kb_relative_information_score: 726427.8469, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8171, predictive_accuracy: 0.8135, prior_entropy: 2.3219, recall: 0.8135, relative_absolute_error: 0.359, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2352, root_relative_squared_error: 0.5879,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.8361, kappa: 0.8003, kb_relative_information_score: 817556.6177, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8376, predictive_accuracy: 0.839, prior_entropy: 2.585, recall: 0.839, relative_absolute_error: 0.2326, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.5452,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5612, f_measure: 0.8527, kappa: 0.0216, kb_relative_information_score: 259688.696, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8534, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.1374, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4939,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.6846, kappa: 0.5928, kb_relative_information_score: 663040.9321, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.701, predictive_accuracy: 0.7137, prior_entropy: 2.585, recall: 0.7137, relative_absolute_error: 0.4243, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.7172,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.8963, kappa: 0.8065, kb_relative_information_score: 851890.4368, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8968, predictive_accuracy: 0.8974, prior_entropy: 2, recall: 0.8974, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4658,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.9374, kappa: 0.8619, kb_relative_information_score: 845661.2713, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.938, prior_entropy: 1, recall: 0.938, relative_absolute_error: 0.1601, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.4447,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8769, kappa: 0.7509, kb_relative_information_score: 706509.7351, mean_absolute_error: 0.1514, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8768, prior_entropy: 1, recall: 0.8768, relative_absolute_error: 0.3028, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3112, root_relative_squared_error: 0.6224,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.8593, kappa: 0.8172, kb_relative_information_score: 756608.3369, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8606, predictive_accuracy: 0.8593, prior_entropy: 2.3219, recall: 0.8593, relative_absolute_error: 0.336, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.5444,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.8787, kappa: 0.7541, kb_relative_information_score: 704628.5602, mean_absolute_error: 0.1531, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8789, predictive_accuracy: 0.8789, prior_entropy: 1, recall: 0.8789, relative_absolute_error: 0.3061, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3087, root_relative_squared_error: 0.6174,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8745, kappa: 0.7522, kb_relative_information_score: 844813.4601, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8743, predictive_accuracy: 0.8769, prior_entropy: 2.3219, recall: 0.8769, relative_absolute_error: 0.1992, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.198, root_relative_squared_error: 0.4951,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9347, kappa: 0.9158, kb_relative_information_score: 898399.662, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9345, predictive_accuracy: 0.9357, prior_entropy: 2.8074, recall: 0.9357, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1277, root_relative_squared_error: 0.365,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7483, f_measure: 0.7278, kappa: 0.3859, kb_relative_information_score: 17218.89, mean_absolute_error: 0.2855, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7317, predictive_accuracy: 0.7402, prior_entropy: 1, recall: 0.7402, relative_absolute_error: 0.571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.452, root_relative_squared_error: 0.904,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.8171, kappa: 0.6342, kb_relative_information_score: 795600.1188, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8171, predictive_accuracy: 0.8171, prior_entropy: 2.3219, recall: 0.8171, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.5481,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.8496, kappa: 0.833, kb_relative_information_score: 858245.9589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8498, predictive_accuracy: 0.8497, prior_entropy: 3.3219, recall: 0.8497, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.156, root_relative_squared_error: 0.52,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9162, kappa: 0.8324, kb_relative_information_score: 776363.447, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9164, predictive_accuracy: 0.9162, prior_entropy: 1, recall: 0.9162, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.4901,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9282, kappa: 0.9203, kb_relative_information_score: 890937.7542, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9285, predictive_accuracy: 0.9283, prior_entropy: 3.3219, recall: 0.9283, relative_absolute_error: 0.1868, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1121, root_relative_squared_error: 0.3737,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.8093, kappa: 0.6084, kb_relative_information_score: 23761.9631, mean_absolute_error: 0.2494, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.829, predictive_accuracy: 0.8157, prior_entropy: 1, recall: 0.8157, relative_absolute_error: 0.4989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.7243,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.8662, kappa: 0.7155, kb_relative_information_score: 655983.4291, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8673, predictive_accuracy: 0.8676, prior_entropy: 1, recall: 0.8676, relative_absolute_error: 0.3644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.6719,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8809, f_measure: 0.8631, kappa: 0.7089, kb_relative_information_score: 649727.1462, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.8645, prior_entropy: 1, recall: 0.8645, relative_absolute_error: 0.3706, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.6796,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.7558, kappa: 0.6827, kb_relative_information_score: 588964.0443, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7787, predictive_accuracy: 0.7596, prior_entropy: 2.3219, recall: 0.7596, relative_absolute_error: 0.5527, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2767, root_relative_squared_error: 0.6917,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.7205, kappa: 0.6907, kb_relative_information_score: 675249.5192, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7203, predictive_accuracy: 0.7217, prior_entropy: 3.3219, recall: 0.7217, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.7019,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8949, f_measure: 0.6163, kappa: 0.5038, kb_relative_information_score: 509342.9058, mean_absolute_error: 0.2037, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6963, predictive_accuracy: 0.6324, prior_entropy: 2.3219, recall: 0.6324, relative_absolute_error: 0.6365, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.313, root_relative_squared_error: 0.7826,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.5185, kappa: 0.2548, kb_relative_information_score: 14805.8273, mean_absolute_error: 0.363, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5187, predictive_accuracy: 0.5184, prior_entropy: 1.585, recall: 0.5184, relative_absolute_error: 0.8168, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.464, root_relative_squared_error: 0.9843,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.7986, kappa: 0.7418, kb_relative_information_score: 683430.1611, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.808, predictive_accuracy: 0.8027, prior_entropy: 2.3219, recall: 0.8027, relative_absolute_error: 0.4181, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.245, root_relative_squared_error: 0.6125,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.8286, kappa: 0.7783, kb_relative_information_score: 702631.0306, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8344, predictive_accuracy: 0.83, prior_entropy: 2.3219, recall: 0.83, relative_absolute_error: 0.4026, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2348, root_relative_squared_error: 0.5869,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9293, kappa: 0.8925, kb_relative_information_score: 843507.3648, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9296, predictive_accuracy: 0.9293, prior_entropy: 1.585, recall: 0.9293, relative_absolute_error: 0.1955, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.203, root_relative_squared_error: 0.4305,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6362, f_measure: 0.8552, kappa: 0.0412, kb_relative_information_score: 254557.7663, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8557, predictive_accuracy: 0.9, prior_entropy: 2.3219, recall: 0.9, relative_absolute_error: 0.1718, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.4793,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.9284, kappa: 0.8413, kb_relative_information_score: 786769.0135, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9318, predictive_accuracy: 0.9297, prior_entropy: 1, recall: 0.9297, relative_absolute_error: 0.2319, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.4753,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8524, kappa: 0.8077, kb_relative_information_score: 712408.7349, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.855, predictive_accuracy: 0.8522, prior_entropy: 2.3219, recall: 0.8522, relative_absolute_error: 0.3995, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.5733,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.6846, kappa: 0.5929, kb_relative_information_score: 637465.2855, mean_absolute_error: 0.1303, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7008, predictive_accuracy: 0.7136, prior_entropy: 2.585, recall: 0.7136, relative_absolute_error: 0.469, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.7086,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.8884, kappa: 0.7918, kb_relative_information_score: 809575.4064, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8928, predictive_accuracy: 0.8906, prior_entropy: 2, recall: 0.8906, relative_absolute_error: 0.253, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.4859,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8726, kappa: 0.7416, kb_relative_information_score: 621955.223, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.873, predictive_accuracy: 0.8729, prior_entropy: 1, recall: 0.8729, relative_absolute_error: 0.4078, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3149, root_relative_squared_error: 0.6299,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.8739, kappa: 0.7439, kb_relative_information_score: 638741.0553, mean_absolute_error: 0.1936, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8764, predictive_accuracy: 0.8748, prior_entropy: 1, recall: 0.8748, relative_absolute_error: 0.3871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.312, root_relative_squared_error: 0.624,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.869, kappa: 0.7411, kb_relative_information_score: 817536.9023, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8721, predictive_accuracy: 0.8719, prior_entropy: 2.3219, recall: 0.8719, relative_absolute_error: 0.254, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2011, root_relative_squared_error: 0.5028,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.8917, kappa: 0.6538, kb_relative_information_score: 737960.8926, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8968, predictive_accuracy: 0.8989, prior_entropy: 1, recall: 0.8989, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2787, root_relative_squared_error: 0.5575,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.752, f_measure: 0.7068, kappa: 0.3378, kb_relative_information_score: 15948.6836, mean_absolute_error: 0.3029, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.728, predictive_accuracy: 0.7321, prior_entropy: 1, recall: 0.7321, relative_absolute_error: 0.6058, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4499, root_relative_squared_error: 0.8998,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8508, f_measure: 0.8363, kappa: 0.5345, kb_relative_information_score: 27111.5819, mean_absolute_error: 0.2374, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8434, prior_entropy: 1, recall: 0.8434, relative_absolute_error: 0.4749, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.342, root_relative_squared_error: 0.684,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8873, f_measure: 0.6653, kappa: 0.6332, kb_relative_information_score: 563999.5779, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6658, predictive_accuracy: 0.6666, prior_entropy: 3.4594, recall: 0.6666, relative_absolute_error: 0.6298, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.7773,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.6233, kappa: 0.5209, kb_relative_information_score: 454300.9341, mean_absolute_error: 0.2469, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6262, predictive_accuracy: 0.6406, prior_entropy: 2, recall: 0.6406, relative_absolute_error: 0.6583, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3582, root_relative_squared_error: 0.8272,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.932, kappa: 0.9129, kb_relative_information_score: 853719.5398, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9317, predictive_accuracy: 0.9335, prior_entropy: 2.8074, recall: 0.9335, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1412, root_relative_squared_error: 0.4034,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9823, kappa: 0.9779, kb_relative_information_score: 890539.8504, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9826, predictive_accuracy: 0.9823, prior_entropy: 2.585, recall: 0.9823, relative_absolute_error: 0.1916, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1157, root_relative_squared_error: 0.3106,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.775, kappa: 0.6232, kb_relative_information_score: 1151946.9791, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7841, predictive_accuracy: 0.7833, prior_entropy: 3.3219, recall: 0.7833, relative_absolute_error: 0.322, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.6004,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7156, f_measure: 0.6204, kappa: 0.262, kb_relative_information_score: 138951.6643, mean_absolute_error: 0.3774, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.686, predictive_accuracy: 0.6553, prior_entropy: 1, recall: 0.6553, relative_absolute_error: 0.7549, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4927, root_relative_squared_error: 0.9854,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.7949, kappa: 0.7467, kb_relative_information_score: 752412.2387, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8055, predictive_accuracy: 0.8033, prior_entropy: 2.585, recall: 0.8033, relative_absolute_error: 0.3409, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.5499,

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