OpenML

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.5008, kappa: 0.4525, kb_relative_information_score: 376089.9444, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5002, predictive_accuracy: 0.5023, prior_entropy: 3.4594, recall: 0.5023, relative_absolute_error: 0.7942, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.8682,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.92, kappa: 0.8786, kb_relative_information_score: 818496.95, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 1.585, recall: 0.92, relative_absolute_error: 0.226, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.4384,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.7674, kappa: 0.7039, kb_relative_information_score: 730886.5458, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7866, predictive_accuracy: 0.7575, prior_entropy: 2.585, recall: 0.7575, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.6656,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.92, kappa: 0.8786, kb_relative_information_score: 818496.95, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 1.585, recall: 0.92, relative_absolute_error: 0.226, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.4384,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.785, kappa: 0.7612, kb_relative_information_score: 756731.1327, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7872, predictive_accuracy: 0.7851, prior_entropy: 3.3219, recall: 0.7851, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5912,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.7183, kappa: 0.6354, kb_relative_information_score: 537464.7394, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7186, predictive_accuracy: 0.7191, prior_entropy: 2.3219, recall: 0.7191, relative_absolute_error: 0.5607, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.7259,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.9014, kappa: 0.7545, kb_relative_information_score: 860766.6441, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9145, predictive_accuracy: 0.8941, prior_entropy: 2.585, recall: 0.8941, relative_absolute_error: 0.1959, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.4288,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.4577, kappa: 0.4401, kb_relative_information_score: 412127.564, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4636, predictive_accuracy: 0.4617, prior_entropy: 4.7004, recall: 0.4617, relative_absolute_error: 0.7979, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.8692,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.7674, kappa: 0.7039, kb_relative_information_score: 730886.5458, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7866, predictive_accuracy: 0.7575, prior_entropy: 2.585, recall: 0.7575, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.6656,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.7776, kappa: 0.6455, kb_relative_information_score: 446638.5084, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.7806, predictive_accuracy: 0.7762, prior_entropy: 2.8074, recall: 0.7762, relative_absolute_error: 0.3241, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.6077,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9364, f_measure: 0.7567, kappa: 0.6969, kb_relative_information_score: 612513.457, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.755, predictive_accuracy: 0.7637, prior_entropy: 2.585, recall: 0.7637, relative_absolute_error: 0.523, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.6554,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.893, kappa: 0.7587, kb_relative_information_score: 322476.0118, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.8928, predictive_accuracy: 0.8933, prior_entropy: 1, recall: 0.8933, relative_absolute_error: 0.3629, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.5813,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.7584, kappa: 0.4127, kb_relative_information_score: 304563.0577, mean_absolute_error: 0.3669, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.756, predictive_accuracy: 0.7651, prior_entropy: 1, recall: 0.7651, relative_absolute_error: 0.7338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4106, root_relative_squared_error: 0.8212,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9056, f_measure: 0.8353, kappa: 0.6657, kb_relative_information_score: 526029.9568, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8393, predictive_accuracy: 0.8368, prior_entropy: 1, recall: 0.8368, relative_absolute_error: 0.5075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.7012,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.9041, kappa: 0.8082, kb_relative_information_score: 606980.0619, mean_absolute_error: 0.2179, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9043, predictive_accuracy: 0.9041, prior_entropy: 1, recall: 0.9041, relative_absolute_error: 0.4358, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2862, root_relative_squared_error: 0.5723,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.7801, kappa: 0.3807, kb_relative_information_score: 350222.7655, mean_absolute_error: 0.3426, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8011, predictive_accuracy: 0.768, prior_entropy: 1, recall: 0.768, relative_absolute_error: 0.6851, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.7927,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set Stagger2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 991549.8332, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0173, root_relative_squared_error: 0.0346,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 998703.9492, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0015, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0143, root_relative_squared_error: 0.0286,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.8308, kappa: 0.802, kb_relative_information_score: 752673.2175, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8303, prior_entropy: 2.8074, recall: 0.8303, relative_absolute_error: 0.3501, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.5477,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8144, f_measure: 0.5452, kappa: 0.4109, kb_relative_information_score: 396264.1782, mean_absolute_error: 0.2654, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5591, predictive_accuracy: 0.5569, prior_entropy: 2, recall: 0.5569, relative_absolute_error: 0.7077, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3762, root_relative_squared_error: 0.8688,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8907, f_measure: 0.6893, kappa: 0.5983, kb_relative_information_score: 528118.287, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6886, predictive_accuracy: 0.6905, prior_entropy: 2.3219, recall: 0.6905, relative_absolute_error: 0.556, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.7328,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.7243, kappa: 0.6428, kb_relative_information_score: 572104.5912, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7247, predictive_accuracy: 0.7244, prior_entropy: 2.3219, recall: 0.7244, relative_absolute_error: 0.5128, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.7031,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8704, f_measure: 0.7884, kappa: 0.5678, kb_relative_information_score: 23142.289, mean_absolute_error: 0.2514, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.789, predictive_accuracy: 0.7881, prior_entropy: 1, recall: 0.7881, relative_absolute_error: 0.5027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3859, root_relative_squared_error: 0.7718,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6585, f_measure: 0.5951, kappa: 0.1834, kb_relative_information_score: 130511.5272, mean_absolute_error: 0.4427, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6877, predictive_accuracy: 0.6595, prior_entropy: 1, recall: 0.6595, relative_absolute_error: 0.8854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4619, root_relative_squared_error: 0.9239,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.8945, kappa: 0.8829, kb_relative_information_score: 875315.3585, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8946, predictive_accuracy: 0.8946, prior_entropy: 3.3219, recall: 0.8946, relative_absolute_error: 0.1868, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.4153,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.7096, kappa: 0.6784, kb_relative_information_score: 523336.6346, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7097, predictive_accuracy: 0.7106, prior_entropy: 3.3219, recall: 0.7106, relative_absolute_error: 0.6934, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.758,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, f_measure: 0.7073, kappa: 0.4837, kb_relative_information_score: 585702.5382, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7067, predictive_accuracy: 0.7088, prior_entropy: 3.3219, recall: 0.7088, relative_absolute_error: 0.4927, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.6855,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6895, f_measure: 0.521, kappa: 0.263, kb_relative_information_score: 8517.0414, mean_absolute_error: 0.403, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5247, predictive_accuracy: 0.5192, prior_entropy: 1.585, recall: 0.5192, relative_absolute_error: 0.9068, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4446, root_relative_squared_error: 0.9431,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.8847, kappa: 0.8732, kb_relative_information_score: 878396.428, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8921, predictive_accuracy: 0.8841, prior_entropy: 4.2479, recall: 0.8841, relative_absolute_error: 0.2166, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.4283,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8792, kappa: 0.7743, kb_relative_information_score: 764610.0762, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8795, prior_entropy: 2, recall: 0.8795, relative_absolute_error: 0.3208, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.5119,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8357, f_measure: 0.7817, kappa: 0.5019, kb_relative_information_score: 422663.8808, mean_absolute_error: 0.3039, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7844, predictive_accuracy: 0.7892, prior_entropy: 1, recall: 0.7892, relative_absolute_error: 0.6078, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.779,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.723, kappa: 0.537, kb_relative_information_score: 1068145.7058, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7238, predictive_accuracy: 0.7228, prior_entropy: 3.3219, recall: 0.7228, relative_absolute_error: 0.4276, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.6623,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.654, kappa: 0.5484, kb_relative_information_score: 529769.1239, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6464, predictive_accuracy: 0.6681, prior_entropy: 2.585, recall: 0.6681, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.7655,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7495, f_measure: 0.7085, kappa: 0.3473, kb_relative_information_score: 7591.0444, mean_absolute_error: 0.4192, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7064, predictive_accuracy: 0.7146, prior_entropy: 1, recall: 0.7146, relative_absolute_error: 0.8384, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4432, root_relative_squared_error: 0.8865,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7117, f_measure: 0.6625, kappa: 0.3149, kb_relative_information_score: 91132.2942, mean_absolute_error: 0.4272, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6634, predictive_accuracy: 0.6656, prior_entropy: 1, recall: 0.6656, relative_absolute_error: 0.8545, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4631, root_relative_squared_error: 0.9263,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 878551.175, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9495, predictive_accuracy: 0.9493, prior_entropy: 1, recall: 0.9493, relative_absolute_error: 0.1263, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2, root_relative_squared_error: 0.4,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9349, kappa: 0.8633, kb_relative_information_score: 100956.2448, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9356, predictive_accuracy: 0.9347, prior_entropy: 1, recall: 0.9347, relative_absolute_error: 0.2546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.227, root_relative_squared_error: 0.454,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.8496, kappa: 0.68, kb_relative_information_score: 353452.3829, mean_absolute_error: 0.351, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8511, predictive_accuracy: 0.8515, prior_entropy: 1, recall: 0.8515, relative_absolute_error: 0.7019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3842, root_relative_squared_error: 0.7684,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.847, kappa: 0.6746, kb_relative_information_score: 347114.3549, mean_absolute_error: 0.3537, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8482, predictive_accuracy: 0.8488, prior_entropy: 1, recall: 0.8488, relative_absolute_error: 0.7074, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3866, root_relative_squared_error: 0.7732,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.8238, kappa: 0.5377, kb_relative_information_score: 26007.2732, mean_absolute_error: 0.2452, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8361, predictive_accuracy: 0.8175, prior_entropy: 1, recall: 0.8175, relative_absolute_error: 0.4905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.35, root_relative_squared_error: 0.7,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9158, kappa: 0.8894, kb_relative_information_score: 857336.0394, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9168, predictive_accuracy: 0.9152, prior_entropy: 2.8074, recall: 0.9152, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4032,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.8185, kappa: 0.7977, kb_relative_information_score: 809554.3597, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8198, predictive_accuracy: 0.8179, prior_entropy: 3.3219, recall: 0.8179, relative_absolute_error: 0.2906, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.5369,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.853, kappa: 0.7022, kb_relative_information_score: 546148.3227, mean_absolute_error: 0.2435, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.853, predictive_accuracy: 0.8529, prior_entropy: 1, recall: 0.8529, relative_absolute_error: 0.4869, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.6743,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.9529, kappa: 0.8978, kb_relative_information_score: 109583.0258, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.9531, predictive_accuracy: 0.9531, prior_entropy: 1, recall: 0.9531, relative_absolute_error: 0.0937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.4292,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9061, kappa: 0.7943, kb_relative_information_score: 677811.6025, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.906, predictive_accuracy: 0.9061, prior_entropy: 1, recall: 0.9061, relative_absolute_error: 0.3524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.28, root_relative_squared_error: 0.5601,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9355, f_measure: 0.8624, kappa: 0.6687, kb_relative_information_score: 819980.5434, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8899, predictive_accuracy: 0.848, prior_entropy: 2.585, recall: 0.848, relative_absolute_error: 0.2377, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.5224,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8267, f_measure: 0.5841, kappa: 0.4625, kb_relative_information_score: 387704.6014, mean_absolute_error: 0.233, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5866, predictive_accuracy: 0.5856, prior_entropy: 2.3219, recall: 0.5856, relative_absolute_error: 0.7282, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.8384,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8673, kappa: 0.7347, kb_relative_information_score: 712137.3372, mean_absolute_error: 0.1415, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8673, predictive_accuracy: 0.8673, prior_entropy: 2.3219, recall: 0.8673, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.5994,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9775, kappa: 0.9718, kb_relative_information_score: 954045.3669, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9776, predictive_accuracy: 0.9775, prior_entropy: 2.585, recall: 0.9775, relative_absolute_error: 0.0752, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.2216,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.8615, kappa: 0.7255, kb_relative_information_score: 759670.4827, mean_absolute_error: 0.1124, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8604, predictive_accuracy: 0.8629, prior_entropy: 2.3219, recall: 0.8629, relative_absolute_error: 0.3512, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.8787, kappa: 0.6329, kb_relative_information_score: 617413.6389, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8792, predictive_accuracy: 0.8782, prior_entropy: 1, recall: 0.8782, relative_absolute_error: 0.4137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.305, root_relative_squared_error: 0.61,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.8365, kappa: 0.673, kb_relative_information_score: 707612.0676, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8365, predictive_accuracy: 0.8365, prior_entropy: 2.3219, recall: 0.8365, relative_absolute_error: 0.4437, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.6093,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set Stagger3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999868.4568, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0046, root_relative_squared_error: 0.0092,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8384, f_measure: 0.7589, kappa: 0.513, kb_relative_information_score: 394598.1004, mean_absolute_error: 0.3288, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7609, predictive_accuracy: 0.7583, prior_entropy: 1, recall: 0.7583, relative_absolute_error: 0.6575, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8081,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8321, f_measure: 0.7805, kappa: 0.5663, kb_relative_information_score: 55481.3503, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.7973, predictive_accuracy: 0.7831, prior_entropy: 1, recall: 0.7831, relative_absolute_error: 0.4376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4531, root_relative_squared_error: 0.9062,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, f_measure: 0.3091, kappa: 0.11, kb_relative_information_score: 119065.6695, mean_absolute_error: 0.3024, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3353, predictive_accuracy: 0.3311, prior_entropy: 2.3219, recall: 0.3311, relative_absolute_error: 0.945, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3886, root_relative_squared_error: 0.9716,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.731, f_measure: 0.8129, kappa: 0.2008, kb_relative_information_score: 190446.8361, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8646, predictive_accuracy: 0.7713, prior_entropy: 2.3219, recall: 0.7713, relative_absolute_error: 0.4646, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2698, root_relative_squared_error: 0.6745,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.7432, kappa: 0.7098, kb_relative_information_score: 608831.962, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7453, predictive_accuracy: 0.744, prior_entropy: 3.1699, recall: 0.744, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.6908,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.5172, kappa: 0.3844, kb_relative_information_score: 376499.2966, mean_absolute_error: 0.2329, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5229, predictive_accuracy: 0.5173, prior_entropy: 2.3219, recall: 0.5173, relative_absolute_error: 0.7277, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3519, root_relative_squared_error: 0.8797,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.8901, kappa: 0.7485, kb_relative_information_score: 709882.8596, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8901, predictive_accuracy: 0.8911, prior_entropy: 1, recall: 0.8911, relative_absolute_error: 0.2978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.5571,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.907, kappa: 0.814, kb_relative_information_score: 614423.8795, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9069, prior_entropy: 1, recall: 0.9069, relative_absolute_error: 0.425, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.5807,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.4577, kappa: 0.4401, kb_relative_information_score: 412127.564, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4636, predictive_accuracy: 0.4617, prior_entropy: 4.7004, recall: 0.4617, relative_absolute_error: 0.7979, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.8692,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.7674, kappa: 0.7039, kb_relative_information_score: 730886.5458, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7866, predictive_accuracy: 0.7575, prior_entropy: 2.585, recall: 0.7575, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.6656,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.92, kappa: 0.8786, kb_relative_information_score: 818496.95, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 1.585, recall: 0.92, relative_absolute_error: 0.226, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.4384,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.92, kappa: 0.8786, kb_relative_information_score: 818496.95, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 1.585, recall: 0.92, relative_absolute_error: 0.226, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.4384,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.92, kappa: 0.8786, kb_relative_information_score: 818496.95, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 1.585, recall: 0.92, relative_absolute_error: 0.226, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.4384,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.92, kappa: 0.8786, kb_relative_information_score: 818496.95, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 1.585, recall: 0.92, relative_absolute_error: 0.226, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.4384,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8209, f_measure: 0.7504, kappa: 0.5001, kb_relative_information_score: 425055.6405, mean_absolute_error: 0.2959, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7519, predictive_accuracy: 0.7502, prior_entropy: 1, recall: 0.7502, relative_absolute_error: 0.5917, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4234, root_relative_squared_error: 0.8468,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.8429, kappa: 0.768, kb_relative_information_score: 712216.3284, mean_absolute_error: 0.1547, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.849, predictive_accuracy: 0.8452, prior_entropy: 1.585, recall: 0.8452, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.5836,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8126, kappa: 0.6114, kb_relative_information_score: 573244.6444, mean_absolute_error: 0.2192, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8366, predictive_accuracy: 0.8088, prior_entropy: 1, recall: 0.8088, relative_absolute_error: 0.4383, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.367, root_relative_squared_error: 0.734,

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