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Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.8333, kappa: 0.814, kb_relative_information_score: 840506.4161, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8347, predictive_accuracy: 0.8326, prior_entropy: 3.3219, recall: 0.8326, relative_absolute_error: 0.2401, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.5051,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.4454, kappa: 0.4345, kb_relative_information_score: 492998.6491, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4507, predictive_accuracy: 0.4563, prior_entropy: 4.7004, recall: 0.4563, relative_absolute_error: 0.7114, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.848,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1667, kb_relative_information_score: 13.093, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.1111, predictive_accuracy: 0.3333, prior_entropy: 1.585, recall: 0.3333, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6667, root_relative_squared_error: 1.4142,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9255, kappa: 0.8435, kb_relative_information_score: 107864.7619, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9261, predictive_accuracy: 0.9253, prior_entropy: 1, recall: 0.9253, relative_absolute_error: 0.1839, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4771,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9495, kappa: 0.8989, kb_relative_information_score: 881948.0468, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9499, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3701,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9226, kappa: 0.845, kb_relative_information_score: 761653.5102, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9227, predictive_accuracy: 0.9227, prior_entropy: 1, recall: 0.9227, relative_absolute_error: 0.2618, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.4856,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8234, f_measure: 0.7271, kappa: 0.4541, kb_relative_information_score: 645795.2052, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7271, predictive_accuracy: 0.7271, prior_entropy: 2.3219, recall: 0.7271, relative_absolute_error: 0.5262, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.693,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9132, kappa: 0.8265, kb_relative_information_score: 710435.3573, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9138, predictive_accuracy: 0.9133, prior_entropy: 1, recall: 0.9133, relative_absolute_error: 0.3169, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.5185,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7025, f_measure: 0.6059, kappa: 0.305, kb_relative_information_score: 533558.7532, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6081, predictive_accuracy: 0.6109, prior_entropy: 3.3219, recall: 0.6109, relative_absolute_error: 0.5216, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7818,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8158, kappa: 0.6316, kb_relative_information_score: 736109.2222, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8158, predictive_accuracy: 0.8158, prior_entropy: 2.3219, recall: 0.8158, relative_absolute_error: 0.3869, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.5855,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9127, f_measure: 0.7663, kappa: 0.6298, kb_relative_information_score: 437562.2241, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.7758, predictive_accuracy: 0.7785, prior_entropy: 2.8074, recall: 0.7785, relative_absolute_error: 0.3484, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.612,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.7193, kappa: 0.6884, kb_relative_information_score: 671315.9483, mean_absolute_error: 0.084, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7201, predictive_accuracy: 0.7196, prior_entropy: 3.3219, recall: 0.7196, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.6678,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.8246, kappa: 0.6252, kb_relative_information_score: 413520.6631, mean_absolute_error: 0.3163, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8295, prior_entropy: 1, recall: 0.8295, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3744, root_relative_squared_error: 0.7488,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8693, f_measure: 0.8223, kappa: 0.6201, kb_relative_information_score: 405311.6625, mean_absolute_error: 0.3204, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8312, predictive_accuracy: 0.8276, prior_entropy: 1, recall: 0.8276, relative_absolute_error: 0.6408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3768, root_relative_squared_error: 0.7536,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7202, f_measure: 0.7042, kappa: 0.3954, kb_relative_information_score: 16080.6953, mean_absolute_error: 0.3287, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7046, predictive_accuracy: 0.7039, prior_entropy: 1, recall: 0.7039, relative_absolute_error: 0.6574, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5033, root_relative_squared_error: 1.0066,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7858, f_measure: 0.5096, kappa: 0.3701, kb_relative_information_score: 333287.3554, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5242, predictive_accuracy: 0.5232, prior_entropy: 2.3219, recall: 0.5232, relative_absolute_error: 0.797, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3557, root_relative_squared_error: 0.8893,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7821, f_measure: 0.5157, kappa: 0.3727, kb_relative_information_score: 330958.4605, mean_absolute_error: 0.256, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5359, predictive_accuracy: 0.528, prior_entropy: 2.3219, recall: 0.528, relative_absolute_error: 0.8001, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.357, root_relative_squared_error: 0.8925,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.81, f_measure: 0.6748, kappa: 0.4513, kb_relative_information_score: 1024636.1897, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6756, predictive_accuracy: 0.6801, prior_entropy: 3.3219, recall: 0.6801, relative_absolute_error: 0.4446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.7056,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9121, kappa: 0.8077, kb_relative_information_score: 761086.2138, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9122, predictive_accuracy: 0.912, prior_entropy: 1, recall: 0.912, relative_absolute_error: 0.2548, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.5115,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6636, f_measure: 0.3641, kappa: 0.1757, kb_relative_information_score: 205152.243, mean_absolute_error: 0.2873, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3803, predictive_accuracy: 0.386, prior_entropy: 2.3219, recall: 0.386, relative_absolute_error: 0.8979, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3826, root_relative_squared_error: 0.9565,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6835, f_measure: 0.5119, kappa: 0.2539, kb_relative_information_score: 13197.5376, mean_absolute_error: 0.3727, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.518, predictive_accuracy: 0.5102, prior_entropy: 1.585, recall: 0.5102, relative_absolute_error: 0.8386, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4501, root_relative_squared_error: 0.9548,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7893, f_measure: 0.5169, kappa: 0.3751, kb_relative_information_score: 334378.7849, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5364, predictive_accuracy: 0.5297, prior_entropy: 2.3219, recall: 0.5297, relative_absolute_error: 0.7969, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3555, root_relative_squared_error: 0.8889,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7997, f_measure: 0.5317, kappa: 0.3902, kb_relative_information_score: 335394.3231, mean_absolute_error: 0.2534, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5414, predictive_accuracy: 0.5376, prior_entropy: 2.3219, recall: 0.5376, relative_absolute_error: 0.792, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.8751,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6589, f_measure: 0.731, kappa: 0.1179, kb_relative_information_score: 170689.8757, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8562, predictive_accuracy: 0.6469, prior_entropy: 2.3219, recall: 0.6469, relative_absolute_error: 0.5036, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3368, root_relative_squared_error: 0.842,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.8489, kappa: 0.6933, kb_relative_information_score: 631655.1275, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8542, predictive_accuracy: 0.8505, prior_entropy: 1, recall: 0.8505, relative_absolute_error: 0.3858, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.6549,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.8676, kappa: 0.7527, kb_relative_information_score: 812658.9064, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8712, predictive_accuracy: 0.8663, prior_entropy: 2, recall: 0.8663, relative_absolute_error: 0.2325, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.5142,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8007, f_measure: 0.7152, kappa: 0.429, kb_relative_information_score: 175606.5339, mean_absolute_error: 0.4289, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7162, predictive_accuracy: 0.7149, prior_entropy: 1, recall: 0.7149, relative_absolute_error: 0.8577, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4457, root_relative_squared_error: 0.8915,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7863, f_measure: 0.4702, kappa: 0.2951, kb_relative_information_score: 428172.3938, mean_absolute_error: 0.1846, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.467, predictive_accuracy: 0.51, prior_entropy: 2.585, recall: 0.51, relative_absolute_error: 0.6644, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.8954,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, f_measure: 0.873, kappa: 0.7429, kb_relative_information_score: 620455.4414, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8731, predictive_accuracy: 0.873, prior_entropy: 1, recall: 0.873, relative_absolute_error: 0.4083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.6202,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9856, kappa: 0.982, kb_relative_information_score: 980464.8616, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 2.585, recall: 0.9856, relative_absolute_error: 0.0288, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0609, root_relative_squared_error: 0.1635,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.8723, kappa: 0.6011, kb_relative_information_score: 642290.8944, mean_absolute_error: 0.1934, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.871, predictive_accuracy: 0.8764, prior_entropy: 1, recall: 0.8764, relative_absolute_error: 0.3869, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.296, root_relative_squared_error: 0.5921,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.8672, kappa: 0.7379, kb_relative_information_score: 841968.7133, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.865, predictive_accuracy: 0.8694, prior_entropy: 2.3219, recall: 0.8694, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4939,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7344, f_measure: 0.7022, kappa: 0.3312, kb_relative_information_score: 11246.3678, mean_absolute_error: 0.371, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7005, predictive_accuracy: 0.7105, prior_entropy: 1, recall: 0.7105, relative_absolute_error: 0.742, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4471, root_relative_squared_error: 0.8942,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.769, f_measure: 0.665, kappa: 0.0115, kb_relative_information_score: 20406.9109, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6503, predictive_accuracy: 0.7498, prior_entropy: 1, recall: 0.7498, relative_absolute_error: 0.5984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3965, root_relative_squared_error: 0.7929,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9006, kappa: 0.8908, kb_relative_information_score: 906839.0046, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9002, prior_entropy: 4.2479, recall: 0.9002, relative_absolute_error: 0.1327, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.408,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.7444, kappa: 0.691, kb_relative_information_score: 669420.3624, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7465, predictive_accuracy: 0.7606, prior_entropy: 2.585, recall: 0.7606, relative_absolute_error: 0.426, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.6325,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5979, f_measure: 0.5933, kappa: 0.1749, kb_relative_information_score: 88216.8016, mean_absolute_error: 0.4212, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5947, predictive_accuracy: 0.5995, prior_entropy: 1, recall: 0.5995, relative_absolute_error: 0.8423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5746, root_relative_squared_error: 1.1492,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7977, f_measure: 0.7001, kappa: 0.0014, kb_relative_information_score: 420285.87, mean_absolute_error: 0.3086, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.695, predictive_accuracy: 0.7911, prior_entropy: 1, recall: 0.7911, relative_absolute_error: 0.6172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3882, root_relative_squared_error: 0.7765,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7689, f_measure: 0.4822, kappa: 0.3311, kb_relative_information_score: 384170.8139, mean_absolute_error: 0.2692, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5113, predictive_accuracy: 0.4959, prior_entropy: 2, recall: 0.4959, relative_absolute_error: 0.7177, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4277, root_relative_squared_error: 0.9878,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.6508, kappa: 0.5919, kb_relative_information_score: 628741.0226, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6767, predictive_accuracy: 0.7038, prior_entropy: 2.8074, recall: 0.7038, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.6613,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.8359, kb_relative_information_score: 723276.117, mean_absolute_error: 0.1453, 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: 0.2907, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.5165,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.999, kappa: 0.998, kb_relative_information_score: 961376.5212, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 1, recall: 0.999, relative_absolute_error: 0.0496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.1211,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9994, kappa: 0.9986, kb_relative_information_score: 998730, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 1, recall: 0.9994, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0252, root_relative_squared_error: 0.0504,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9424, kappa: 0.8712, kb_relative_information_score: 777328.8853, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9455, predictive_accuracy: 0.9417, prior_entropy: 1, recall: 0.9417, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.435,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9257, kappa: 0.8872, kb_relative_information_score: 869786.3797, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9257, predictive_accuracy: 0.9257, prior_entropy: 1.585, recall: 0.9257, relative_absolute_error: 0.1543, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1938, root_relative_squared_error: 0.4111,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.8184, kappa: 0.6372, kb_relative_information_score: 58924.9295, mean_absolute_error: 0.2055, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.82, predictive_accuracy: 0.8186, prior_entropy: 1, recall: 0.8186, relative_absolute_error: 0.411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3892, root_relative_squared_error: 0.7785,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9337, kappa: 0.8506, kb_relative_information_score: 361045.2631, mean_absolute_error: 0.1458, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9336, predictive_accuracy: 0.9337, prior_entropy: 1, recall: 0.9337, relative_absolute_error: 0.2916, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.4691,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5853, f_measure: 0.4717, kappa: 0.0181, kb_relative_information_score: 76532.4608, mean_absolute_error: 0.4687, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7057, predictive_accuracy: 0.6114, prior_entropy: 1, recall: 0.6114, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4828, root_relative_squared_error: 0.9656,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7536, f_measure: 0.6648, kappa: 0.1754, kb_relative_information_score: 303820.1207, mean_absolute_error: 0.3614, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7187, predictive_accuracy: 0.728, prior_entropy: 1, recall: 0.728, relative_absolute_error: 0.7228, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4218, root_relative_squared_error: 0.8435,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.7713, kappa: 0.7457, kb_relative_information_score: 767983.9356, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7754, predictive_accuracy: 0.7711, prior_entropy: 3.3219, recall: 0.7711, relative_absolute_error: 0.2883, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.6302,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9359, f_measure: 0.8632, kappa: 0.7022, kb_relative_information_score: 567632.5321, mean_absolute_error: 0.2356, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.863, predictive_accuracy: 0.8635, prior_entropy: 1, recall: 0.8635, relative_absolute_error: 0.4712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3138, root_relative_squared_error: 0.6276,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7692, f_measure: 0.7557, kappa: 0.5063, kb_relative_information_score: 468311.1775, mean_absolute_error: 0.2908, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7576, predictive_accuracy: 0.755, prior_entropy: 1, recall: 0.755, relative_absolute_error: 0.5816, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8945,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.7592, kappa: 0.7354, kb_relative_information_score: 595086.6825, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7608, predictive_accuracy: 0.7594, prior_entropy: 3.4594, recall: 0.7594, relative_absolute_error: 0.6255, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.204, root_relative_squared_error: 0.7096,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8157, kappa: 0.7812, kb_relative_information_score: 788497.6496, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8305, predictive_accuracy: 0.8124, prior_entropy: 2.8074, recall: 0.8124, relative_absolute_error: 0.2819, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.564,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.8441, kappa: 0.7742, kb_relative_information_score: 784332.3145, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8611, predictive_accuracy: 0.8493, prior_entropy: 1.585, recall: 0.8493, relative_absolute_error: 0.2426, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.283, root_relative_squared_error: 0.6003,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2427, f_measure: 0.1429, kappa: -0.0388, kb_relative_information_score: -315718.0501, mean_absolute_error: 0.8949, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.7436, predictive_accuracy: 0.1056, prior_entropy: 1, recall: 0.1056, relative_absolute_error: 1.7898, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9441, root_relative_squared_error: 1.8883,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.7667, kappa: 0.7368, kb_relative_information_score: 732676.1206, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7683, predictive_accuracy: 0.7679, prior_entropy: 3.1699, recall: 0.7679, relative_absolute_error: 0.3776, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.6087,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.8921, kappa: 0.7301, kb_relative_information_score: 858653.6891, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9075, predictive_accuracy: 0.8834, prior_entropy: 2.585, recall: 0.8834, relative_absolute_error: 0.1939, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.4503,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9076, kappa: 0.897, kb_relative_information_score: 907506.5224, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9084, predictive_accuracy: 0.9073, prior_entropy: 3.3219, recall: 0.9073, relative_absolute_error: 0.124, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.3944,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.7932, kappa: 0.7376, kb_relative_information_score: 768729.3223, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8086, predictive_accuracy: 0.7855, prior_entropy: 2.585, recall: 0.7855, relative_absolute_error: 0.2636, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.669,