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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: 0.8656, f_measure: 0.8414, kappa: 0.7347, kb_relative_information_score: 1218665.1114, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8429, predictive_accuracy: 0.8444, prior_entropy: 3.3219, recall: 0.8444, relative_absolute_error: 0.1729, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.5881,
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: 0.9747, f_measure: 0.9601, kappa: 0.9491, kb_relative_information_score: 956089.5306, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9616, predictive_accuracy: 0.9601, prior_entropy: 2.585, recall: 0.9601, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.3093,
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: 0.8707, f_measure: 0.9405, kappa: 0.8121, kb_relative_information_score: 886802, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9454, predictive_accuracy: 0.9434, prior_entropy: 1, recall: 0.9434, relative_absolute_error: 0.1132, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2379, root_relative_squared_error: 0.4758,
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: 0.883, f_measure: 0.7916, kappa: 0.7655, kb_relative_information_score: 782107.0343, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7912, predictive_accuracy: 0.7932, prior_entropy: 3.1699, recall: 0.7932, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.6821,
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: 999982, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.003, root_relative_squared_error: 0.006,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(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: 999980, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0032, root_relative_squared_error: 0.0063,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(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: 999992, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.002, root_relative_squared_error: 0.004,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.8719, kappa: 0.8086, kb_relative_information_score: 825316.22, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8723, predictive_accuracy: 0.8724, prior_entropy: 1.585, recall: 0.8724, relative_absolute_error: 0.1914, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.6187,
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: 0.9479, f_measure: 0.9516, kappa: 0.8913, kb_relative_information_score: 441137, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 1, recall: 0.9515, relative_absolute_error: 0.0971, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.4406,
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: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618936, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.873,
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: 0.8453, f_measure: 0.8447, kappa: 0.6906, kb_relative_information_score: 68048, mean_absolute_error: 0.1547, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8506, predictive_accuracy: 0.8453, prior_entropy: 1, recall: 0.8453, relative_absolute_error: 0.3094, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3933, root_relative_squared_error: 0.7866,
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: 0.8049, f_measure: 0.8016, kappa: 0.6014, kb_relative_information_score: 647956, mean_absolute_error: 0.1991, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.8075, predictive_accuracy: 0.8009, prior_entropy: 1, recall: 0.8009, relative_absolute_error: 0.3983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4462, root_relative_squared_error: 0.8925,
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: 0.901, f_measure: 0.8212, kappa: 0.8019, kb_relative_information_score: 813626.1458, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8214, predictive_accuracy: 0.8218, prior_entropy: 3.3219, recall: 0.8218, relative_absolute_error: 0.198, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1888, 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 IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.9623, kappa: 0.9176, kb_relative_information_score: 111907, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.9646, predictive_accuracy: 0.9627, prior_entropy: 1, recall: 0.9627, relative_absolute_error: 0.0745, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.193, root_relative_squared_error: 0.3861,
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: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515101.2582, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6955, f_measure: 0.7652, kappa: 0.4237, kb_relative_information_score: 553108, mean_absolute_error: 0.2234, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.766, predictive_accuracy: 0.7766, prior_entropy: 1, recall: 0.7766, relative_absolute_error: 0.4469, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4727, root_relative_squared_error: 0.9454,
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: 0.9063, f_measure: 0.8314, kappa: 0.8127, kb_relative_information_score: 823714.5683, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8317, predictive_accuracy: 0.8314, prior_entropy: 3.3219, recall: 0.8314, relative_absolute_error: 0.1873, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1836, root_relative_squared_error: 0.612,
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: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852465.5336, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.964, kappa: 0.9242, kb_relative_information_score: 121648, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3792,
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: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977992, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2098,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8212, kappa: 0.8019, kb_relative_information_score: 813589.5443, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8213, predictive_accuracy: 0.8217, prior_entropy: 3.3219, recall: 0.8217, relative_absolute_error: 0.1981, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.6294,
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: 0.7508, f_measure: 0.5187, kappa: 0.5015, kb_relative_information_score: 514971.7174, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5202, predictive_accuracy: 0.5207, prior_entropy: 4.7004, recall: 0.5207, relative_absolute_error: 0.4984, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9984,
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: 0.9516, f_measure: 0.9509, kappa: 0.9017, kb_relative_information_score: 901678, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9517, predictive_accuracy: 0.9508, prior_entropy: 1, recall: 0.9508, relative_absolute_error: 0.0983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.4434,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.9443, kappa: 0.8625, kb_relative_information_score: 940222.0465, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9436, predictive_accuracy: 0.9457, prior_entropy: 2.585, recall: 0.9457, relative_absolute_error: 0.0651, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1345, root_relative_squared_error: 0.3609,
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: 0.9391, f_measure: 0.9391, kappa: 0.8783, kb_relative_information_score: 878256, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9392, predictive_accuracy: 0.9391, prior_entropy: 1, recall: 0.9391, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.4934,
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: 0.9455, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899411.2454, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4566,
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: 0.9185, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 907177.506, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.4514,
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: 0.7933, f_measure: 0.762, kappa: 0.5849, kb_relative_information_score: 631060.2825, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7624, predictive_accuracy: 0.7715, prior_entropy: 3.3219, recall: 0.7715, relative_absolute_error: 0.2539, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.7126,
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: 0.9376, f_measure: 0.9219, kappa: 0.875, kb_relative_information_score: 532343.5951, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9219, predictive_accuracy: 0.9224, prior_entropy: 2.8074, recall: 0.9224, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1489, root_relative_squared_error: 0.4256,
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: 0.5825, f_measure: 0.5947, kappa: 0.1904, kb_relative_information_score: 330200, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7165, predictive_accuracy: 0.6651, prior_entropy: 1, recall: 0.6651, relative_absolute_error: 0.6698, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.1574,
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: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929664.6433, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
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: 0.9544, f_measure: 0.9177, kappa: 0.9089, kb_relative_information_score: 914246.84, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9176, predictive_accuracy: 0.918, prior_entropy: 3.3219, recall: 0.918, relative_absolute_error: 0.0911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.4269,
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: 0.8317, f_measure: 0.8375, kappa: 0.6667, kb_relative_information_score: 30626, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8375, predictive_accuracy: 0.8379, prior_entropy: 1, recall: 0.8379, relative_absolute_error: 0.3241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8051,
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: 0.8664, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 762992, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.6885,
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: 0.8604, f_measure: 0.8746, kappa: 0.7334, kb_relative_information_score: 751744, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8758, predictive_accuracy: 0.8759, prior_entropy: 1, recall: 0.8759, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3523, root_relative_squared_error: 0.7046,
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: 0.8527, f_measure: 0.7344, kappa: 0.7053, kb_relative_information_score: 722654.6559, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7342, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
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: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
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: 0.9331, f_measure: 0.9414, kappa: 0.8714, kb_relative_information_score: 883182, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9416, prior_entropy: 1, recall: 0.9416, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.4834,
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: 0.9086, f_measure: 0.9026, kappa: 0.8182, kb_relative_information_score: 882809.0978, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9029, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.634, f_measure: 0.5277, kappa: 0.2685, kb_relative_information_score: 19548.2068, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5277, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.7083, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1902,
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: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867190.5048, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
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: 0.8953, f_measure: 0.8247, kappa: 0.7858, kb_relative_information_score: 809153.8953, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8268, prior_entropy: 2.585, recall: 0.8268, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.6448,
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: 0.931, f_measure: 0.8928, kappa: 0.8616, kb_relative_information_score: 878167.0607, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8933, predictive_accuracy: 0.893, prior_entropy: 2.3219, recall: 0.893, relative_absolute_error: 0.1337, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.5172,
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: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818168.3405, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
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: 0.5297, f_measure: 0.8624, kappa: 0.1012, kb_relative_information_score: 262363.1553, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8704, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4945,
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: 0.829, f_measure: 0.7328, kappa: 0.6522, kb_relative_information_score: 716911.6113, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7283, predictive_accuracy: 0.7431, prior_entropy: 2.585, recall: 0.7431, relative_absolute_error: 0.3083, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2927, root_relative_squared_error: 0.7853,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8794, kappa: 0.7554, kb_relative_information_score: 759124, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8795, predictive_accuracy: 0.8796, prior_entropy: 1, recall: 0.8796, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.347, root_relative_squared_error: 0.6941,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863004.8388, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.8795, kappa: 0.7563, kb_relative_information_score: 758814, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.6945,
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: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874620.1757, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
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: 0.9917, f_measure: 0.9861, kappa: 0.9826, kb_relative_information_score: 984714.2428, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 2.585, recall: 0.9861, relative_absolute_error: 0.0166, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.068, root_relative_squared_error: 0.1825,
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: 0.6877, f_measure: 0.7349, kappa: 0.4019, kb_relative_information_score: 19432, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7392, predictive_accuracy: 0.7468, prior_entropy: 1, recall: 0.7468, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5032, root_relative_squared_error: 1.0064,
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: 0.9606, f_measure: 0.9303, kappa: 0.909, kb_relative_information_score: 924830.3233, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9306, predictive_accuracy: 0.9303, prior_entropy: 2.8074, recall: 0.9303, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4031,
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: 0.7577, f_measure: 0.8372, kappa: 0.5423, kb_relative_information_score: 33376, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8417, prior_entropy: 1, recall: 0.8417, relative_absolute_error: 0.3167, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.7958,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8449, f_measure: 0.9122, kappa: 0.7267, kb_relative_information_score: 829194, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9121, predictive_accuracy: 0.9146, prior_entropy: 1, recall: 0.9146, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.5845,
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: 0.7735, f_measure: 0.6459, kappa: 0.5473, kb_relative_information_score: 589991.8386, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6448, predictive_accuracy: 0.6605, prior_entropy: 2, recall: 0.6605, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9516,
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: 0.8388, f_measure: 0.7065, kappa: 0.6776, kb_relative_information_score: 695297.856, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7063, predictive_accuracy: 0.7069, prior_entropy: 3.4594, recall: 0.7069, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.8029,
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: 0.6551, f_measure: 0.6628, kappa: 0.3184, kb_relative_information_score: 185523, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6732, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.656, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1455,
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: 0.9747, f_measure: 0.9601, kappa: 0.9491, kb_relative_information_score: 956088.4289, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9616, predictive_accuracy: 0.9601, prior_entropy: 2.585, recall: 0.9601, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.3093,
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: 0.8666, f_measure: 0.8426, kappa: 0.7367, kb_relative_information_score: 1220522.3767, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8442, predictive_accuracy: 0.8456, prior_entropy: 3.3219, recall: 0.8456, relative_absolute_error: 0.1715, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.5857,
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 Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999980, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0032, root_relative_squared_error: 0.0063,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(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: 999980, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, ram_hours: 0, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0032, root_relative_squared_error: 0.0063, run_cpu_time: 139,
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: 999992, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.002, root_relative_squared_error: 0.004,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.9516, kappa: 0.8914, kb_relative_information_score: 441163, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 1, recall: 0.9515, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.4405,
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: 0.8829, f_measure: 0.7916, kappa: 0.7654, kb_relative_information_score: 782030.1211, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7911, predictive_accuracy: 0.7931, prior_entropy: 3.1699, recall: 0.7931, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.6823,
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: 0.8706, f_measure: 0.9404, kappa: 0.812, kb_relative_information_score: 886762, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9454, predictive_accuracy: 0.9434, prior_entropy: 1, recall: 0.9434, relative_absolute_error: 0.1132, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2379, root_relative_squared_error: 0.4759,
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: 0.808, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 618942, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.3811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.873,
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: 0.9043, f_measure: 0.8719, kappa: 0.8086, kb_relative_information_score: 825291.5768, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8723, predictive_accuracy: 0.8724, prior_entropy: 1.585, recall: 0.8724, relative_absolute_error: 0.1914, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.6187,
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: 0.8451, f_measure: 0.8445, kappa: 0.6901, kb_relative_information_score: 67996, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8503, predictive_accuracy: 0.8451, prior_entropy: 1, recall: 0.8451, relative_absolute_error: 0.3099, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3936, root_relative_squared_error: 0.7873,
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: 0.8049, f_measure: 0.8017, kappa: 0.6015, kb_relative_information_score: 648086, mean_absolute_error: 0.1991, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.8075, predictive_accuracy: 0.8009, prior_entropy: 1, recall: 0.8009, relative_absolute_error: 0.3981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4462, root_relative_squared_error: 0.8923,
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: 0.901, f_measure: 0.8213, kappa: 0.802, kb_relative_information_score: 813720.264, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8215, predictive_accuracy: 0.8219, prior_entropy: 3.3219, recall: 0.8219, relative_absolute_error: 0.1979, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.6292,
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: 0.9492, f_measure: 0.9624, kappa: 0.9178, kb_relative_information_score: 111935, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.9647, predictive_accuracy: 0.9629, prior_entropy: 1, recall: 0.9629, relative_absolute_error: 0.0743, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.3855,
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: 0.6954, f_measure: 0.7651, kappa: 0.4234, kb_relative_information_score: 552818, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7659, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4472, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9457,
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: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852469.8504, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.9301, kappa: 0.8939, kb_relative_information_score: 904341.6928, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9301, predictive_accuracy: 0.9301, prior_entropy: 1.585, recall: 0.9301, relative_absolute_error: 0.1048, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.4578,
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: 0.999, f_measure: 0.9997, kappa: 0.9971, kb_relative_information_score: 399718, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 1, recall: 0.9997, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0167, root_relative_squared_error: 0.0333,
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: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515106.3184, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 121630, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.3796,
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: 0.9403, f_measure: 0.9459, kappa: 0.8823, kb_relative_information_score: 891900, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9459, predictive_accuracy: 0.946, prior_entropy: 1, recall: 0.946, relative_absolute_error: 0.1081, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.465,
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: 0.989, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 977994, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.2098,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 898432, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4507,
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: 0.928, f_measure: 0.9445, kappa: 0.8633, kb_relative_information_score: 940493.0784, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
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: 0.9516, f_measure: 0.9509, kappa: 0.9017, kb_relative_information_score: 901670, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9517, predictive_accuracy: 0.9508, prior_entropy: 1, recall: 0.9508, relative_absolute_error: 0.0983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.4435,
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: 0.5819, f_measure: 0.5941, kappa: 0.1892, kb_relative_information_score: 329274, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7155, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1582,
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: 0.9185, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 907184.3379, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.4514,
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: 0.9391, f_measure: 0.9391, kappa: 0.8782, kb_relative_information_score: 878186, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9391, predictive_accuracy: 0.9391, prior_entropy: 1, recall: 0.9391, relative_absolute_error: 0.1218, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2468, root_relative_squared_error: 0.4936,
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: 0.9456, f_measure: 0.9017, kappa: 0.8921, kb_relative_information_score: 899485.5858, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929684.0003, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3929,
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: 0.9376, f_measure: 0.9219, kappa: 0.875, kb_relative_information_score: 532344.6743, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9219, predictive_accuracy: 0.9224, prior_entropy: 2.8074, recall: 0.9224, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1489, root_relative_squared_error: 0.4256,
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: 0.9542, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 913840.0404, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9173, predictive_accuracy: 0.9176, prior_entropy: 3.3219, recall: 0.9176, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.4279,
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: 0.7895, f_measure: 0.7577, kappa: 0.5772, kb_relative_information_score: 627343.6604, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7581, predictive_accuracy: 0.7672, prior_entropy: 3.3219, recall: 0.7672, relative_absolute_error: 0.2586, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.7192,
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: 0.8296, f_measure: 0.8354, kappa: 0.6623, kb_relative_information_score: 30432, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8353, predictive_accuracy: 0.8358, prior_entropy: 1, recall: 0.8358, relative_absolute_error: 0.3284, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4052, root_relative_squared_error: 0.8104,
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: 0.8526, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722595.0478, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7342, predictive_accuracy: 0.7347, prior_entropy: 3.3219, recall: 0.7347, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7678,
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: 0.8664, f_measure: 0.8803, kappa: 0.7455, kb_relative_information_score: 762974, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.6885,
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: 0.8603, f_measure: 0.8746, kappa: 0.7334, kb_relative_information_score: 751670, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8758, prior_entropy: 1, recall: 0.8758, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3524, root_relative_squared_error: 0.7047,
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: 0.8948, f_measure: 0.824, kappa: 0.785, kb_relative_information_score: 808529.1998, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8262, prior_entropy: 2.585, recall: 0.8262, relative_absolute_error: 0.2085, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6458,
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: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878799.0097, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.1331, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5159,
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: 0.6338, f_measure: 0.5274, kappa: 0.2681, kb_relative_information_score: 19524.9326, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5274, predictive_accuracy: 0.5275, prior_entropy: 1.585, recall: 0.5275, relative_absolute_error: 0.7088, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5613, root_relative_squared_error: 1.1906,
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: 0.9331, f_measure: 0.9414, kappa: 0.8714, kb_relative_information_score: 883202, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9416, prior_entropy: 1, recall: 0.9416, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.4833,