OpenML

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.7281, kappa: 0.4404, kb_relative_information_score: 17497.4634, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7306, predictive_accuracy: 0.7321, prior_entropy: 1, recall: 0.7321, relative_absolute_error: 0.6314, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.8414,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.8874, kappa: 0.7744, kb_relative_information_score: 667191.3131, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8888, predictive_accuracy: 0.8876, prior_entropy: 1, recall: 0.8876, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.5824,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9216, kappa: 0.835, kb_relative_information_score: 104026.1774, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9219, predictive_accuracy: 0.9214, prior_entropy: 1, recall: 0.9214, relative_absolute_error: 0.2194, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2476, root_relative_squared_error: 0.4951,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.832, kappa: 0.6643, kb_relative_information_score: 438043.7118, mean_absolute_error: 0.2967, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8342, predictive_accuracy: 0.832, prior_entropy: 1, recall: 0.832, relative_absolute_error: 0.5935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3785, root_relative_squared_error: 0.7571,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.813, kappa: 0.6268, kb_relative_information_score: 470586.9545, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8163, predictive_accuracy: 0.8134, prior_entropy: 1, recall: 0.8134, relative_absolute_error: 0.5617, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.368, root_relative_squared_error: 0.736,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.3527, kappa: 0.398, kb_relative_information_score: 498701.4351, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.3661, predictive_accuracy: 0.4629, prior_entropy: 4.2479, recall: 0.4629, relative_absolute_error: 0.672, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.8378,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.5868, kappa: 0.3287, kb_relative_information_score: 338912.3893, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5999, predictive_accuracy: 0.6107, prior_entropy: 2.8074, recall: 0.6107, relative_absolute_error: 0.5633, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.769,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7467, f_measure: 0.593, kappa: 0.3121, kb_relative_information_score: 948796.8699, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.595, predictive_accuracy: 0.6079, prior_entropy: 3.3219, recall: 0.6079, relative_absolute_error: 0.5404, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.746,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.3482, kappa: 0.3245, kb_relative_information_score: 385997.5091, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3766, predictive_accuracy: 0.3922, prior_entropy: 3.3219, recall: 0.3922, relative_absolute_error: 0.7497, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.8804,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7252, f_measure: 0.5908, kappa: 0.288, kb_relative_information_score: 557897.9814, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6109, predictive_accuracy: 0.6254, prior_entropy: 3.3219, recall: 0.6254, relative_absolute_error: 0.5242, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.7336,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7787, f_measure: 0.7023, kappa: 0.4049, kb_relative_information_score: 662391.696, mean_absolute_error: 0.1461, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.703, predictive_accuracy: 0.7025, prior_entropy: 2.3219, recall: 0.7025, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2782, root_relative_squared_error: 0.6955,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.7291, kappa: 0.4583, kb_relative_information_score: 688301.5924, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7292, predictive_accuracy: 0.7291, prior_entropy: 2.3219, recall: 0.7291, relative_absolute_error: 0.4261, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.6664,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.5396, kappa: 0.4074, kb_relative_information_score: 417298.8943, mean_absolute_error: 0.2091, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5837, predictive_accuracy: 0.5588, prior_entropy: 2.3219, recall: 0.5588, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.8212,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5394, f_measure: 0.2098, kappa: 0.0209, kb_relative_information_score: 113254.642, mean_absolute_error: 0.3072, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2759, predictive_accuracy: 0.3046, prior_entropy: 2.3219, recall: 0.3046, relative_absolute_error: 0.9601, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9823,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.851, f_measure: 0.8114, kappa: 0.5979, kb_relative_information_score: 492428.9521, mean_absolute_error: 0.2714, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.814, predictive_accuracy: 0.8148, prior_entropy: 1, recall: 0.8148, relative_absolute_error: 0.5429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3741, root_relative_squared_error: 0.7481,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.5576, kappa: 0.4297, kb_relative_information_score: 440548.2958, mean_absolute_error: 0.2019, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5899, predictive_accuracy: 0.5738, prior_entropy: 2.3219, recall: 0.5738, relative_absolute_error: 0.6309, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.812,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8464, f_measure: 0.8018, kappa: 0.5775, kb_relative_information_score: 474224.0024, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.804, predictive_accuracy: 0.8053, prior_entropy: 1, recall: 0.8053, relative_absolute_error: 0.5603, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3798, root_relative_squared_error: 0.7596,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.3237, kappa: 0.1284, kb_relative_information_score: 181790.058, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.346, predictive_accuracy: 0.3562, prior_entropy: 2.3219, recall: 0.3562, relative_absolute_error: 0.907, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.9617,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, f_measure: 0.6913, kappa: 0.4346, kb_relative_information_score: 591389.9565, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7105, predictive_accuracy: 0.7014, prior_entropy: 2, recall: 0.7014, relative_absolute_error: 0.5096, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.7111,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8665, kappa: 0.7018, kb_relative_information_score: 590037.6251, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8718, prior_entropy: 1, recall: 0.8718, relative_absolute_error: 0.4398, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.655,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5982, f_measure: 0.3953, kappa: 0.0953, kb_relative_information_score: 6985.2329, mean_absolute_error: 0.41, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4213, predictive_accuracy: 0.444, prior_entropy: 1.585, recall: 0.444, relative_absolute_error: 0.9224, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4564, root_relative_squared_error: 0.9683,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5855, f_measure: 0.3253, kappa: 0.0802, kb_relative_information_score: 238933.065, mean_absolute_error: 0.2414, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.3727, predictive_accuracy: 0.4311, prior_entropy: 2.585, recall: 0.4311, relative_absolute_error: 0.869, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3511, root_relative_squared_error: 0.9422,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.85, kappa: 0.0001, kb_relative_information_score: 249922.3689, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8186, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4622,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.8096, kappa: 0.618, kb_relative_information_score: 480260.8684, mean_absolute_error: 0.2752, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8147, predictive_accuracy: 0.809, prior_entropy: 1, recall: 0.809, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.7362,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.7217, kappa: 0.6715, kb_relative_information_score: 691440.7921, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7434, predictive_accuracy: 0.7427, prior_entropy: 2.585, recall: 0.7427, relative_absolute_error: 0.3947, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.238, root_relative_squared_error: 0.6385,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.858, f_measure: 0.7568, kappa: 0.5152, kb_relative_information_score: 730337.9888, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.756, predictive_accuracy: 0.7599, prior_entropy: 2.3219, recall: 0.7599, relative_absolute_error: 0.3684, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.249, root_relative_squared_error: 0.6226,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.7728, kappa: 0.5383, kb_relative_information_score: 471357.6362, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7749, predictive_accuracy: 0.7747, prior_entropy: 1, recall: 0.7747, relative_absolute_error: 0.5441, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3801, root_relative_squared_error: 0.7603,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7376, f_measure: 0.4131, kappa: 0.252, kb_relative_information_score: 247668.1115, mean_absolute_error: 0.3095, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.463, predictive_accuracy: 0.4416, prior_entropy: 2, recall: 0.4416, relative_absolute_error: 0.8253, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.9135,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8403, f_measure: 0.8158, kappa: 0.3953, kb_relative_information_score: 579476.9303, mean_absolute_error: 0.2207, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8258, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.4413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.34, root_relative_squared_error: 0.6799,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6434, f_measure: 0.164, kappa: 0.0883, kb_relative_information_score: 122013.0062, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.175, predictive_accuracy: 0.1712, prior_entropy: 3.4594, recall: 0.1712, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.28, root_relative_squared_error: 0.974,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.838, f_measure: 0.4793, kappa: 0.3536, kb_relative_information_score: 480257.9387, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4737, predictive_accuracy: 0.5445, prior_entropy: 2.8074, recall: 0.5445, relative_absolute_error: 0.5899, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.8017,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6913, f_measure: 0.6878, kappa: 0.3154, kb_relative_information_score: 9271.1553, mean_absolute_error: 0.3957, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6899, predictive_accuracy: 0.686, prior_entropy: 1, recall: 0.686, relative_absolute_error: 0.7913, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4494, root_relative_squared_error: 0.8987,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5433, f_measure: 0.6851, kappa: 0.0748, kb_relative_information_score: 16818.9076, mean_absolute_error: 0.3491, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.7997, predictive_accuracy: 0.7718, prior_entropy: 1, recall: 0.7718, relative_absolute_error: 0.6983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4183, root_relative_squared_error: 0.8367,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9625, kappa: 0.918, kb_relative_information_score: 109260.1949, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.965, predictive_accuracy: 0.963, prior_entropy: 1, recall: 0.963, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.3175,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5679, f_measure: 0.2306, kappa: 0.0738, kb_relative_information_score: 185583.7668, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2803, predictive_accuracy: 0.3391, prior_entropy: 2.585, recall: 0.3391, relative_absolute_error: 0.9179, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.9588,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7128, f_measure: 0.1393, kappa: 0.1096, kb_relative_information_score: 175624.7064, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.1824, predictive_accuracy: 0.1446, prior_entropy: 4.7004, recall: 0.1446, relative_absolute_error: 0.9352, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9677,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.844, f_measure: 0.6359, kappa: 0.4611, kb_relative_information_score: 430472.9603, mean_absolute_error: 0.2762, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.6409, predictive_accuracy: 0.6404, prior_entropy: 1.585, recall: 0.6404, relative_absolute_error: 0.6215, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.8038,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6416, f_measure: 0.6046, kappa: 0.1974, kb_relative_information_score: 50188.3485, mean_absolute_error: 0.4612, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.605, predictive_accuracy: 0.6087, prior_entropy: 1, recall: 0.6087, relative_absolute_error: 0.9225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4823, root_relative_squared_error: 0.9646,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6686, f_measure: 0.7263, kappa: 0.0847, kb_relative_information_score: 461919.7128, mean_absolute_error: 0.2853, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7407, predictive_accuracy: 0.7922, prior_entropy: 1, recall: 0.7922, relative_absolute_error: 0.5707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.393, root_relative_squared_error: 0.786,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5127, f_measure: 0.0689, kappa: 0.0023, kb_relative_information_score: 50965.1271, mean_absolute_error: 0.1958, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.1347, predictive_accuracy: 0.1604, prior_entropy: 3.1699, recall: 0.1604, relative_absolute_error: 0.9913, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.3132, root_relative_squared_error: 0.9964,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.558, kappa: 0.4985, kb_relative_information_score: 516665.9383, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5769, predictive_accuracy: 0.6007, prior_entropy: 2.585, recall: 0.6007, relative_absolute_error: 0.5667, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.7801,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9952, kb_relative_information_score: 997196.7578, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 1, recall: 0.9991, relative_absolute_error: 0.0031, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0278, root_relative_squared_error: 0.0555,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set Stagger2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9984, kappa: 0.9967, kb_relative_information_score: 737328.8153, mean_absolute_error: 0.1494, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9984, predictive_accuracy: 0.9984, prior_entropy: 1, recall: 0.9984, relative_absolute_error: 0.2988, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.224, root_relative_squared_error: 0.448,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set Stagger3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9996, kb_relative_information_score: 999611.204, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 1, recall: 0.9998, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.01, root_relative_squared_error: 0.0201,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8348, kappa: 0.6168, kb_relative_information_score: 698807.5022, mean_absolute_error: 0.1503, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8397, predictive_accuracy: 0.8407, prior_entropy: 1, recall: 0.8407, relative_absolute_error: 0.3005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.5954,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9075, f_measure: 0.8181, kappa: 0.5938, kb_relative_information_score: 286885.602, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.8199, predictive_accuracy: 0.8169, prior_entropy: 1, recall: 0.8169, relative_absolute_error: 0.422, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3417, root_relative_squared_error: 0.6835,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7709, f_measure: 0.6894, kappa: 0.3739, kb_relative_information_score: 299433.8982, mean_absolute_error: 0.3686, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.6927, predictive_accuracy: 0.6884, prior_entropy: 1, recall: 0.6884, relative_absolute_error: 0.7371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4364, root_relative_squared_error: 0.8728,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7937, f_measure: 0.7467, kappa: 0.5063, kb_relative_information_score: 34678.6849, mean_absolute_error: 0.3363, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.7819, predictive_accuracy: 0.7532, prior_entropy: 1, recall: 0.7532, relative_absolute_error: 0.6726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8246,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2303, kappa: 0, kb_relative_information_score: 42207.1032, mean_absolute_error: 0.4392, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3462, predictive_accuracy: 0.401, prior_entropy: 1.585, recall: 0.401, relative_absolute_error: 0.9882, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4687, root_relative_squared_error: 0.9942,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6395, f_measure: 0.5713, kappa: 0.1541, kb_relative_information_score: 167644.0619, mean_absolute_error: 0.424, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7099, predictive_accuracy: 0.6533, prior_entropy: 1, recall: 0.6533, relative_absolute_error: 0.8479, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4603, root_relative_squared_error: 0.9205,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.77, f_measure: 0.2844, kappa: 0.2415, kb_relative_information_score: 262586.799, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2982, predictive_accuracy: 0.3172, prior_entropy: 3.3219, recall: 0.3172, relative_absolute_error: 0.8654, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.9315,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8671, kappa: 0.7115, kb_relative_information_score: 537816.7561, mean_absolute_error: 0.2542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8672, predictive_accuracy: 0.867, prior_entropy: 1, recall: 0.867, relative_absolute_error: 0.5083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.6639,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.5375, kappa: 0.5016, kb_relative_information_score: 553225.6319, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5497, predictive_accuracy: 0.5728, prior_entropy: 2.8074, recall: 0.5728, relative_absolute_error: 0.5402, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.7468,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 399933.9993, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0027, root_relative_squared_error: 0.0055,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7307, f_measure: 0.6826, kappa: 0.2119, kb_relative_information_score: 325489.0648, mean_absolute_error: 0.3501, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6892, predictive_accuracy: 0.7175, prior_entropy: 1, recall: 0.7175, relative_absolute_error: 0.7001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4252, root_relative_squared_error: 0.8503,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8362, f_measure: 0.7931, kappa: 0.5067, kb_relative_information_score: 749394.512, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7997, predictive_accuracy: 0.8391, prior_entropy: 2.585, recall: 0.8391, relative_absolute_error: 0.3334, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.5563,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.6889, kappa: 0.3806, kb_relative_information_score: 304786.3313, mean_absolute_error: 0.3564, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7059, predictive_accuracy: 0.6968, prior_entropy: 1, recall: 0.6968, relative_absolute_error: 0.7127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4315, root_relative_squared_error: 0.8631,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.4617, kappa: 0.3208, kb_relative_information_score: 349692.0825, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5637, predictive_accuracy: 0.503, prior_entropy: 2.3219, recall: 0.503, relative_absolute_error: 0.7226, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.8661,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.4617, kappa: 0.3208, kb_relative_information_score: 349692.0825, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5637, predictive_accuracy: 0.503, prior_entropy: 2.3219, recall: 0.503, relative_absolute_error: 0.7226, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.8661,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8659, f_measure: 0.5154, kappa: 0.4623, kb_relative_information_score: 458511.2585, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5329, predictive_accuracy: 0.5162, prior_entropy: 3.3219, recall: 0.5162, relative_absolute_error: 0.6458, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2435, root_relative_squared_error: 0.8118,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8659, f_measure: 0.5154, kappa: 0.4623, kb_relative_information_score: 458511.2585, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5329, predictive_accuracy: 0.5162, prior_entropy: 3.3219, recall: 0.5162, relative_absolute_error: 0.6458, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2435, root_relative_squared_error: 0.8118,

Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8306, f_measure: 0.3936, kappa: 0.3534, kb_relative_information_score: 387642.0355, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.4441, predictive_accuracy: 0.418, prior_entropy: 3.3219, recall: 0.418, relative_absolute_error: 0.7179, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.8645,

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