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Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6678, f_measure: 0.6199, kappa: 0.3294, kb_relative_information_score: 198475.7099, mean_absolute_error: 0.406, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7823, predictive_accuracy: 0.6556, prior_entropy: 1, recall: 0.6556, relative_absolute_error: 0.812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4506, root_relative_squared_error: 0.9011,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9749, kappa: 0.9497, kb_relative_information_score: 916713.3278, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 1, recall: 0.9749, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1546, root_relative_squared_error: 0.3093,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7639, f_measure: 0.198, kappa: 0.2265, kb_relative_information_score: 343697.3706, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.1592, predictive_accuracy: 0.322, prior_entropy: 4.2479, recall: 0.322, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.9262,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7475, f_measure: 0.7191, kappa: 0.4595, kb_relative_information_score: 283304.8247, mean_absolute_error: 0.3742, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7702, predictive_accuracy: 0.7295, prior_entropy: 1, recall: 0.7295, relative_absolute_error: 0.7485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4324, root_relative_squared_error: 0.8647,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9496, kappa: 0.8942, kb_relative_information_score: 109452.2503, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9504, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1863, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.215, root_relative_squared_error: 0.43,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7047, f_measure: 0.3846, kappa: 0.1083, kb_relative_information_score: 319626.3605, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.4612, predictive_accuracy: 0.5109, prior_entropy: 2.8074, recall: 0.5109, relative_absolute_error: 0.6266, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2867, root_relative_squared_error: 0.8194,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6298, f_measure: 0.5943, kappa: 0.19, kb_relative_information_score: 581554.0878, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5957, predictive_accuracy: 0.595, prior_entropy: 2.3219, recall: 0.595, relative_absolute_error: 0.5884, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.31, root_relative_squared_error: 0.775,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6407, f_measure: 0.6344, kappa: 0.2696, kb_relative_information_score: 592355.6549, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6355, predictive_accuracy: 0.6348, prior_entropy: 2.3219, recall: 0.6348, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3044, root_relative_squared_error: 0.7611,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.1061, kappa: 0.0796, kb_relative_information_score: 188952.338, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1813, predictive_accuracy: 0.172, prior_entropy: 3.3219, recall: 0.172, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2921, root_relative_squared_error: 0.9736,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5942, f_measure: 0.2562, kappa: 0.101, kb_relative_information_score: 145598.1742, mean_absolute_error: 0.3015, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2133, predictive_accuracy: 0.3616, prior_entropy: 2.3219, recall: 0.3616, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3876, root_relative_squared_error: 0.969,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5957, f_measure: 0.2576, kappa: 0.106, kb_relative_information_score: 144568.465, mean_absolute_error: 0.3021, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2069, predictive_accuracy: 0.3633, prior_entropy: 2.3219, recall: 0.3633, relative_absolute_error: 0.9441, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.388, root_relative_squared_error: 0.9701,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5906, f_measure: 0.2362, kappa: 0.0641, kb_relative_information_score: 142473.4792, mean_absolute_error: 0.303, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1844, predictive_accuracy: 0.3289, prior_entropy: 2.3219, recall: 0.3289, relative_absolute_error: 0.9468, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.389, root_relative_squared_error: 0.9725,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5058, f_measure: 0.1402, kappa: -0, kb_relative_information_score: 105147.2139, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1859, predictive_accuracy: 0.2999, prior_entropy: 2.3219, recall: 0.2999, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.983,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5208, f_measure: 0.1643, kappa: 0.0084, kb_relative_information_score: 106393.0785, mean_absolute_error: 0.3088, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2496, predictive_accuracy: 0.3027, prior_entropy: 2.3219, recall: 0.3027, relative_absolute_error: 0.965, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9825,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7099, f_measure: 0.6957, kappa: 0.375, kb_relative_information_score: 220504.2717, mean_absolute_error: 0.4037, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7091, predictive_accuracy: 0.6919, prior_entropy: 1, recall: 0.6919, relative_absolute_error: 0.8073, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4498, root_relative_squared_error: 0.8996,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7102, f_measure: 0.6958, kappa: 0.3752, kb_relative_information_score: 220565.0452, mean_absolute_error: 0.4036, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7091, predictive_accuracy: 0.692, prior_entropy: 1, recall: 0.692, relative_absolute_error: 0.8073, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4498, root_relative_squared_error: 0.8995,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8029, f_measure: 0.8124, kappa: 0.5803, kb_relative_information_score: 513968.748, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.851, predictive_accuracy: 0.8272, prior_entropy: 1, recall: 0.8272, relative_absolute_error: 0.524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.362, root_relative_squared_error: 0.7239,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5809, f_measure: 0.0206, kappa: 0.0343, kb_relative_information_score: 71256.7529, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0235, predictive_accuracy: 0.072, prior_entropy: 4.7004, recall: 0.072, relative_absolute_error: 0.9896, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.9948,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7882, f_measure: 0.7113, kappa: 0.4784, kb_relative_information_score: 584876.3047, mean_absolute_error: 0.1955, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7055, predictive_accuracy: 0.7263, prior_entropy: 2, recall: 0.7263, relative_absolute_error: 0.5214, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.722,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7077, f_measure: 0.0909, kappa: 0.1033, kb_relative_information_score: 212959.0121, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1266, predictive_accuracy: 0.1931, prior_entropy: 3.3219, recall: 0.1931, relative_absolute_error: 0.9315, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9655,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.67, f_measure: 0.403, kappa: 0.273, kb_relative_information_score: 356450.0802, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.4157, predictive_accuracy: 0.5462, prior_entropy: 2.585, recall: 0.5462, relative_absolute_error: 0.764, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.8741,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6088, f_measure: 0.3545, kappa: 0.149, kb_relative_information_score: 7190.7963, mean_absolute_error: 0.4109, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3595, predictive_accuracy: 0.4468, prior_entropy: 1.585, recall: 0.4468, relative_absolute_error: 0.9246, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9629,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8537, f_measure: 0.8487, kappa: 0.6976, kb_relative_information_score: 542984.3931, mean_absolute_error: 0.2487, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8573, predictive_accuracy: 0.8483, prior_entropy: 1, recall: 0.8483, relative_absolute_error: 0.4975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.7053,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5521, f_measure: 0.8508, kappa: 0.033, kb_relative_information_score: 243260.595, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8206, predictive_accuracy: 0.891, prior_entropy: 2.3219, recall: 0.891, relative_absolute_error: 0.2388, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.198, root_relative_squared_error: 0.4949,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6627, f_measure: 0.084, kappa: 0.0922, kb_relative_information_score: 172110.2403, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1147, predictive_accuracy: 0.1867, prior_entropy: 3.3219, recall: 0.1867, relative_absolute_error: 0.9442, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.9726,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7904, f_measure: 0.3374, kappa: 0.3209, kb_relative_information_score: 399066.9669, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.263, predictive_accuracy: 0.4893, prior_entropy: 2.585, recall: 0.4893, relative_absolute_error: 0.7504, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.8664,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6443, f_measure: 0.5829, kappa: 0.2313, kb_relative_information_score: 98828.0225, mean_absolute_error: 0.4579, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6576, predictive_accuracy: 0.6041, prior_entropy: 1, recall: 0.6041, relative_absolute_error: 0.9159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4787, root_relative_squared_error: 0.9575,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7622, f_measure: 0.7552, kappa: 0.5125, kb_relative_information_score: 652832.7618, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7532, predictive_accuracy: 0.7572, prior_entropy: 2.3219, recall: 0.7572, relative_absolute_error: 0.4601, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2713, root_relative_squared_error: 0.6782,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7543, f_measure: 0.7579, kappa: 0.5095, kb_relative_information_score: 287010.1591, mean_absolute_error: 0.3786, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7578, predictive_accuracy: 0.758, prior_entropy: 1, recall: 0.758, relative_absolute_error: 0.7572, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4286, root_relative_squared_error: 0.8572,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6229, f_measure: 0.2473, kappa: 0.1631, kb_relative_information_score: 126060.2582, mean_absolute_error: 0.3536, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.335, predictive_accuracy: 0.3648, prior_entropy: 2, recall: 0.3648, relative_absolute_error: 0.9429, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.42, root_relative_squared_error: 0.9699,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6946, f_measure: 0.8273, kappa: 0.4452, kb_relative_information_score: 522180.7726, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8268, predictive_accuracy: 0.8403, prior_entropy: 1, recall: 0.8403, relative_absolute_error: 0.5201, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.7208,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6214, f_measure: 0.0479, kappa: 0.063, kb_relative_information_score: 96069.0635, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0693, predictive_accuracy: 0.1482, prior_entropy: 3.4594, recall: 0.1482, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2843, root_relative_squared_error: 0.9889,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6894, f_measure: 0.4382, kappa: 0.3272, kb_relative_information_score: 249031.0996, mean_absolute_error: 0.3753, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4658, predictive_accuracy: 0.5498, prior_entropy: 1.585, recall: 0.5498, relative_absolute_error: 0.8444, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4342, root_relative_squared_error: 0.921,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8167, f_measure: 0.4775, kappa: 0.4208, kb_relative_information_score: 487249.746, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4609, predictive_accuracy: 0.5832, prior_entropy: 2.8074, recall: 0.5832, relative_absolute_error: 0.5961, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.7721,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, f_measure: 0.6999, kappa: 0.337, kb_relative_information_score: 9262.2366, mean_absolute_error: 0.3974, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6995, predictive_accuracy: 0.7003, prior_entropy: 1, recall: 0.7003, relative_absolute_error: 0.7948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4463, root_relative_squared_error: 0.8926,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7769, f_measure: 0.6619, kappa: 0.0107, kb_relative_information_score: 21283.3854, mean_absolute_error: 0.2905, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6974, predictive_accuracy: 0.7606, prior_entropy: 1, recall: 0.7606, relative_absolute_error: 0.581, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3811, root_relative_squared_error: 0.7622,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6963, f_measure: 0.2615, kappa: 0.241, kb_relative_information_score: 255136.1478, mean_absolute_error: 0.2405, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.266, predictive_accuracy: 0.4139, prior_entropy: 2.585, recall: 0.4139, relative_absolute_error: 0.866, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3452, root_relative_squared_error: 0.9263,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7556, f_measure: 0.5389, kappa: 0.4143, kb_relative_information_score: 380832.1336, mean_absolute_error: 0.3126, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4846, predictive_accuracy: 0.6346, prior_entropy: 1.585, recall: 0.6346, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.8491,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5511, f_measure: 0.6995, kappa: -0, kb_relative_information_score: 340977.5118, mean_absolute_error: 0.3495, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6266, predictive_accuracy: 0.7916, prior_entropy: 1, recall: 0.7916, relative_absolute_error: 0.699, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4136, root_relative_squared_error: 0.8272,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6737, f_measure: 0.1081, kappa: 0.1284, kb_relative_information_score: 186674.2705, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.1183, predictive_accuracy: 0.2466, prior_entropy: 3.1699, recall: 0.2466, relative_absolute_error: 0.9333, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.9666,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7069, f_measure: 0.5402, kappa: 0, kb_relative_information_score: 296050.4312, mean_absolute_error: 0.3541, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5746, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.7082, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4257, root_relative_squared_error: 0.8515,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8747, f_measure: 0.8359, kb_relative_information_score: 711617.8225, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7892, predictive_accuracy: 0.8884, prior_entropy: 1, recall: 0.8884, relative_absolute_error: 0.2974, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5452,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7994, f_measure: 0.7717, kappa: 0.5704, kb_relative_information_score: 425048.7227, mean_absolute_error: 0.2965, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.851, predictive_accuracy: 0.7772, prior_entropy: 1, recall: 0.7772, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.7703,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9996, kappa: 0.9992, kb_relative_information_score: 999087.4248, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9996, predictive_accuracy: 0.9996, prior_entropy: 1, recall: 0.9996, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0153, root_relative_squared_error: 0.0306,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7008, f_measure: 0.7345, kappa: 0.387, kb_relative_information_score: 159298.1015, mean_absolute_error: 0.3562, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.738, predictive_accuracy: 0.7477, prior_entropy: 1, recall: 0.7477, relative_absolute_error: 0.7125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4326, root_relative_squared_error: 0.8651,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, f_measure: 0.7789, kappa: 0.5697, kb_relative_information_score: 42503.8914, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8191, predictive_accuracy: 0.7848, prior_entropy: 1, recall: 0.7848, relative_absolute_error: 0.6019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.7996,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7062, f_measure: 0.5764, kappa: 0.0002, kb_relative_information_score: 286239.8408, mean_absolute_error: 0.3685, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.623, predictive_accuracy: 0.6997, prior_entropy: 1, recall: 0.6997, relative_absolute_error: 0.737, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4295, root_relative_squared_error: 0.859,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5202, f_measure: 0.4576, kappa: 0.0005, kb_relative_information_score: 72249.0671, mean_absolute_error: 0.4697, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7108, predictive_accuracy: 0.6061, prior_entropy: 1, recall: 0.6061, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4847, root_relative_squared_error: 0.9694,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7017, f_measure: 0.0973, kappa: 0.1182, kb_relative_information_score: 197056.5479, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1532, predictive_accuracy: 0.2064, prior_entropy: 3.3219, recall: 0.2064, relative_absolute_error: 0.936, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.9675,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4488, f_measure: 0.9183, kappa: 0.0182, kb_relative_information_score: 319715.0488, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.907, predictive_accuracy: 0.9307, prior_entropy: 1, recall: 0.9307, relative_absolute_error: 0.2196, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.5093,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, f_measure: 0.8124, kappa: 0.584, kb_relative_information_score: 468226.0125, mean_absolute_error: 0.2884, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8329, predictive_accuracy: 0.8229, prior_entropy: 1, recall: 0.8229, relative_absolute_error: 0.5768, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3795, root_relative_squared_error: 0.7591,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7665, f_measure: 0.2864, kappa: 0.296, kb_relative_information_score: 372785.105, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.323, predictive_accuracy: 0.3966, prior_entropy: 2.8074, recall: 0.3966, relative_absolute_error: 0.749, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.8654,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6929, f_measure: 0.7568, kappa: 0.4172, kb_relative_information_score: 741156.8091, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.73, predictive_accuracy: 0.8291, prior_entropy: 2.585, recall: 0.8291, relative_absolute_error: 0.3427, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.5852,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5508, f_measure: 0.3952, kappa: 0.036, kb_relative_information_score: 509758.6431, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.4843, predictive_accuracy: 0.5134, prior_entropy: 3.3219, recall: 0.5134, relative_absolute_error: 0.6219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.7937,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6377, f_measure: 0.6125, kappa: 0.2578, kb_relative_information_score: 9865.7328, mean_absolute_error: 0.4029, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7596, predictive_accuracy: 0.6721, prior_entropy: 1, recall: 0.6721, relative_absolute_error: 0.8059, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.465, root_relative_squared_error: 0.9299,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5086, f_measure: 0.4973, kappa: 0.0001, kb_relative_information_score: 9485.6873, mean_absolute_error: 0.4691, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5568, predictive_accuracy: 0.6379, prior_entropy: 1, recall: 0.6379, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4821, root_relative_squared_error: 0.9643,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6074, f_measure: 0.3121, kappa: 0.041, kb_relative_information_score: 848947.1589, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.4683, predictive_accuracy: 0.446, prior_entropy: 3.3219, recall: 0.446, relative_absolute_error: 0.6411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.244, root_relative_squared_error: 0.8134,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5218, f_measure: 0.2044, kappa: 0.0867, kb_relative_information_score: 167282.8439, mean_absolute_error: 0.2567, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2294, predictive_accuracy: 0.3226, prior_entropy: 2.585, recall: 0.3226, relative_absolute_error: 0.9241, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.398, root_relative_squared_error: 1.068,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6592, f_measure: 0.5881, kappa: 0.2017, kb_relative_information_score: 64049.78, mean_absolute_error: 0.4506, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6479, predictive_accuracy: 0.6278, prior_entropy: 1, recall: 0.6278, relative_absolute_error: 0.9013, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4797, root_relative_squared_error: 0.9595,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7289, f_measure: 0.6669, kappa: 0.3539, kb_relative_information_score: 227023.1335, mean_absolute_error: 0.4055, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7008, predictive_accuracy: 0.6691, prior_entropy: 1, recall: 0.6691, relative_absolute_error: 0.811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4579, root_relative_squared_error: 0.9159,