OpenML

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7497, f_measure: 0.7181, kappa: 0.4254, kb_relative_information_score: 18615.1002, mean_absolute_error: 0.3013, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7497, predictive_accuracy: 0.7336, prior_entropy: 1, recall: 0.7336, relative_absolute_error: 0.6027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4647, root_relative_squared_error: 0.9295,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.8509, kappa: 0.7012, kb_relative_information_score: 556763.0082, mean_absolute_error: 0.2366, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.851, predictive_accuracy: 0.851, prior_entropy: 1, recall: 0.851, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.6648,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.927, kappa: 0.8539, kb_relative_information_score: 852415.7375, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9324, predictive_accuracy: 0.9274, prior_entropy: 1, recall: 0.9274, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.247, root_relative_squared_error: 0.4941,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.887, kappa: 0.7741, kb_relative_information_score: 695294.0011, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8878, predictive_accuracy: 0.887, prior_entropy: 1, recall: 0.887, relative_absolute_error: 0.3241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.5792,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9182, kappa: 0.8287, kb_relative_information_score: 109075.0229, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.92, predictive_accuracy: 0.9178, prior_entropy: 1, recall: 0.9178, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.539,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9024, kappa: 0.8928, kb_relative_information_score: 909846.0315, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9019, prior_entropy: 4.2479, recall: 0.9019, relative_absolute_error: 0.1164, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.092, root_relative_squared_error: 0.4121,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8097, f_measure: 0.6223, kappa: 0.4091, kb_relative_information_score: 350920.4137, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.656, predictive_accuracy: 0.6052, prior_entropy: 2.8074, recall: 0.6052, relative_absolute_error: 0.5037, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.8196,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, f_measure: 0.7091, kappa: 0.4182, kb_relative_information_score: 656913.7949, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7091, predictive_accuracy: 0.7091, prior_entropy: 2.3219, recall: 0.7091, relative_absolute_error: 0.4743, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.6933,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.9125, kappa: 0.8251, kb_relative_information_score: 769923.4138, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9125, predictive_accuracy: 0.9125, prior_entropy: 2.3219, recall: 0.9125, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.5286,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.5354, kappa: 0.4885, kb_relative_information_score: 520929.4017, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5355, predictive_accuracy: 0.5396, prior_entropy: 3.3219, recall: 0.5396, relative_absolute_error: 0.6171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.8094,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.5755, kappa: 0.2479, kb_relative_information_score: 536431.1959, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5741, predictive_accuracy: 0.5955, prior_entropy: 3.3219, recall: 0.5955, relative_absolute_error: 0.5368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.7618,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.497, kappa: 0.3547, kb_relative_information_score: 321830.6382, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5121, prior_entropy: 2.3219, recall: 0.5121, relative_absolute_error: 0.8055, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.8969,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, f_measure: 0.5075, kappa: 0.3618, kb_relative_information_score: 313171.721, mean_absolute_error: 0.261, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5222, predictive_accuracy: 0.5196, prior_entropy: 2.3219, recall: 0.5196, relative_absolute_error: 0.8155, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3608, root_relative_squared_error: 0.9021,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7744, f_measure: 0.5087, kappa: 0.3639, kb_relative_information_score: 314771.6072, mean_absolute_error: 0.2605, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.522, predictive_accuracy: 0.521, prior_entropy: 2.3219, recall: 0.521, relative_absolute_error: 0.814, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.9011,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.534, f_measure: 0.2329, kappa: 0.0229, kb_relative_information_score: 122555.4171, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2894, predictive_accuracy: 0.2914, prior_entropy: 2.3219, recall: 0.2914, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3939, root_relative_squared_error: 0.9847,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 460009.5243, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.5804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.7328,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.3408, kappa: 0.124, kb_relative_information_score: 334906.7076, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.654, predictive_accuracy: 0.2424, prior_entropy: 3.3219, recall: 0.2424, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.2556,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.2591, kappa: 0.0549, kb_relative_information_score: 135197.8268, mean_absolute_error: 0.3033, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3041, predictive_accuracy: 0.3099, prior_entropy: 2.3219, recall: 0.3099, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9825,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 459952.1031, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.5805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.7328,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.9054, kappa: 0.7929, kb_relative_information_score: 775204.1363, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9054, predictive_accuracy: 0.9054, prior_entropy: 1, recall: 0.9054, relative_absolute_error: 0.234, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.5438,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8638, kappa: 0.7445, kb_relative_information_score: 813008.8475, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8699, predictive_accuracy: 0.8611, prior_entropy: 2, recall: 0.8611, relative_absolute_error: 0.2285, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.5313,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6893, f_measure: 0.5137, kappa: 0.2584, kb_relative_information_score: 13392.2383, mean_absolute_error: 0.3712, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5216, predictive_accuracy: 0.5117, prior_entropy: 1.585, recall: 0.5117, relative_absolute_error: 0.8351, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4478, root_relative_squared_error: 0.9499,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.7328, kappa: 0.6522, kb_relative_information_score: 688978.9201, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7283, predictive_accuracy: 0.7431, prior_entropy: 2.585, recall: 0.7431, relative_absolute_error: 0.3877, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.655,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.8287, kappa: 0.6525, kb_relative_information_score: 637064.1808, mean_absolute_error: 0.1847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8347, predictive_accuracy: 0.8308, prior_entropy: 1, recall: 0.8308, relative_absolute_error: 0.3694, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3671, root_relative_squared_error: 0.7341,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7434, f_measure: 0.8203, kappa: 0.1877, kb_relative_information_score: 218405.1148, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8559, predictive_accuracy: 0.79, prior_entropy: 2.3219, recall: 0.79, relative_absolute_error: 0.311, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.6592,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.4277, kappa: 0.4165, kb_relative_information_score: 486223.8029, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4362, predictive_accuracy: 0.439, prior_entropy: 4.7004, recall: 0.439, relative_absolute_error: 0.6961, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.8667,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9862, kappa: 0.9827, kb_relative_information_score: 982754.7395, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9861, predictive_accuracy: 0.9862, prior_entropy: 2.585, recall: 0.9862, relative_absolute_error: 0.0243, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.1587,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.7668, kappa: 0.7409, kb_relative_information_score: 763751.9525, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7706, predictive_accuracy: 0.7668, prior_entropy: 3.3219, recall: 0.7668, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.195, root_relative_squared_error: 0.6499,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8663, kappa: 0.7355, kb_relative_information_score: 840737.7791, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8653, predictive_accuracy: 0.868, prior_entropy: 2.3219, recall: 0.868, relative_absolute_error: 0.2024, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4977,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.8668, kappa: 0.7306, kb_relative_information_score: 695795.8934, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8671, predictive_accuracy: 0.8667, prior_entropy: 1, recall: 0.8667, relative_absolute_error: 0.3138, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.6384,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 723493.1712, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.2844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6148,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 844766.538, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5156,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7574, f_measure: 0.4688, kappa: 0.3148, kb_relative_information_score: 372339.2827, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.502, predictive_accuracy: 0.4834, prior_entropy: 2, recall: 0.4834, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4383, root_relative_squared_error: 1.0121,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 497759.0352, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8954,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.7077, kappa: 0.3431, kb_relative_information_score: 12129.884, mean_absolute_error: 0.3589, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7066, predictive_accuracy: 0.7165, prior_entropy: 1, recall: 0.7165, relative_absolute_error: 0.7178, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.8679,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.831, kappa: 0.5595, kb_relative_information_score: 30401.3004, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8456, predictive_accuracy: 0.8242, prior_entropy: 1, recall: 0.8242, relative_absolute_error: 0.3843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.7153,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 917999.7257, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.3512,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.3634, kappa: 0.3069, kb_relative_information_score: 329517.232, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3637, predictive_accuracy: 0.37, prior_entropy: 3.4594, recall: 0.37, relative_absolute_error: 0.8433, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.9146,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.7618, kappa: 0.7021, kb_relative_information_score: 722175.4004, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7603, predictive_accuracy: 0.7676, prior_entropy: 2.585, recall: 0.7676, relative_absolute_error: 0.357, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.6159,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5223, f_measure: 0.5674, kappa: 0.0467, kb_relative_information_score: 24686.6061, mean_absolute_error: 0.3979, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5634, predictive_accuracy: 0.602, prior_entropy: 1, recall: 0.602, relative_absolute_error: 0.7958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6281, root_relative_squared_error: 1.2562,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.8403, kappa: 0.7695, kb_relative_information_score: 782034.9175, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8596, predictive_accuracy: 0.8461, prior_entropy: 1.585, recall: 0.8461, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.289, root_relative_squared_error: 0.6131,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6896, f_measure: 0.6259, kappa: 0.2532, kb_relative_information_score: 105314.5935, mean_absolute_error: 0.4119, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6514, predictive_accuracy: 0.6455, prior_entropy: 1, recall: 0.6455, relative_absolute_error: 0.8237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.476, root_relative_squared_error: 0.952,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9202, kappa: 0.8789, kb_relative_information_score: 876553.6181, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9202, prior_entropy: 1.585, recall: 0.9202, relative_absolute_error: 0.1421, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.206, root_relative_squared_error: 0.437,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7726, f_measure: 0.7687, kappa: 0.3469, kb_relative_information_score: 475263.9415, mean_absolute_error: 0.2667, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7892, predictive_accuracy: 0.7563, prior_entropy: 1, recall: 0.7563, relative_absolute_error: 0.5334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4271, root_relative_squared_error: 0.8542,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 934893.7083, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0743, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.111, root_relative_squared_error: 0.222,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8776, kappa: 0.714, kb_relative_information_score: 619984.7427, mean_absolute_error: 0.2003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.4006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.5974,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set Stagger2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 883020.4135, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.2224,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) 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: 999942.2355, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.0036,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.792, kappa: 0.7352, kb_relative_information_score: 765008.486, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8101, predictive_accuracy: 0.7832, prior_entropy: 2.585, recall: 0.7832, relative_absolute_error: 0.2632, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.6893,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.819, f_measure: 0.7269, kappa: 0.3679, kb_relative_information_score: 195558.9377, mean_absolute_error: 0.3128, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.7363, predictive_accuracy: 0.7453, prior_entropy: 1, recall: 0.7453, relative_absolute_error: 0.6255, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8028,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.7602, kappa: 0.7292, kb_relative_information_score: 733529.6435, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7629, predictive_accuracy: 0.7611, prior_entropy: 3.1699, recall: 0.7611, relative_absolute_error: 0.368, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.6178,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8151, f_measure: 0.8031, kappa: 0.6144, kb_relative_information_score: 60531.3493, mean_absolute_error: 0.1928, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8353, predictive_accuracy: 0.8072, prior_entropy: 1, recall: 0.8072, relative_absolute_error: 0.3857, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.8765,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.685, f_measure: 0.6539, kappa: 0.2952, kb_relative_information_score: 293056.3343, mean_absolute_error: 0.3683, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.6561, predictive_accuracy: 0.6589, prior_entropy: 1, recall: 0.6589, relative_absolute_error: 0.7367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5244, root_relative_squared_error: 1.0488,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8087, f_measure: 0.7596, kappa: 0.4156, kb_relative_information_score: 437316.8041, mean_absolute_error: 0.2922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4019, root_relative_squared_error: 0.8038,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6643, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 191289.9374, mean_absolute_error: 0.4114, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7167, predictive_accuracy: 0.6652, prior_entropy: 1, recall: 0.6652, relative_absolute_error: 0.8228, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4531, root_relative_squared_error: 0.9062,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9067, kappa: 0.8959, kb_relative_information_score: 907729.1991, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9078, predictive_accuracy: 0.9063, prior_entropy: 3.3219, recall: 0.9063, relative_absolute_error: 0.1149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.408,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.7987, kappa: 0.5849, kb_relative_information_score: 590705.2616, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8267, predictive_accuracy: 0.7946, prior_entropy: 1, recall: 0.7946, relative_absolute_error: 0.409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.417, root_relative_squared_error: 0.834,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.8072, kappa: 0.774, kb_relative_information_score: 794180.3632, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8191, predictive_accuracy: 0.8063, prior_entropy: 2.8074, recall: 0.8063, relative_absolute_error: 0.2708, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.198, root_relative_squared_error: 0.5659,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.868, kappa: 0.6688, kb_relative_information_score: 833522.8873, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9078, predictive_accuracy: 0.8461, prior_entropy: 2.585, recall: 0.8461, relative_absolute_error: 0.2032, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.5398,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6054, f_measure: 0.7821, kappa: 0.0354, kb_relative_information_score: 153425.3052, mean_absolute_error: 0.3095, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9134, predictive_accuracy: 0.697, prior_entropy: 1, recall: 0.697, relative_absolute_error: 0.6191, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5211, root_relative_squared_error: 1.0421,

Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7978, f_measure: 0.5982, kappa: 0.4055, kb_relative_information_score: 66129.2759, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6111, predictive_accuracy: 0.6074, prior_entropy: 2.8074, recall: 0.6074, relative_absolute_error: 0.5237, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.8057,

maxime buron 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[0], line 20

Dihia Boulegane 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7978, f_measure: 0.5982, kappa: 0.4055, kb_relative_information_score: 66129.2759, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6111, predictive_accuracy: 0.6074, prior_entropy: 2.8074, recall: 0.6074, relative_absolute_error: 0.5237, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.8057,

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