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Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 840710.4492, 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 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.7304, kb_relative_information_score: 695706.7504, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.867, predictive_accuracy: 0.8667, prior_entropy: 1, recall: 0.8667, relative_absolute_error: 0.3139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.6385,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 723456.48, 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: 0.2845, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6148,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7573, f_measure: 0.4687, kappa: 0.3147, kb_relative_information_score: 372276.005, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5018, 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: 1.0122,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.9301, kappa: 0.9068, kb_relative_information_score: 918053.8325, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9284, prior_entropy: 2.8074, recall: 0.9284, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1228, root_relative_squared_error: 0.3509,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7486, f_measure: 0.7091, kappa: 0.3447, kb_relative_information_score: 11508.5214, mean_absolute_error: 0.3678, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7095, predictive_accuracy: 0.7201, prior_entropy: 1, recall: 0.7201, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4322, root_relative_squared_error: 0.8644,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, f_measure: 0.3637, kappa: 0.3072, kb_relative_information_score: 329540.5324, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3639, predictive_accuracy: 0.3702, prior_entropy: 3.4594, recall: 0.3702, relative_absolute_error: 0.8434, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.9146,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.8404, kappa: 0.7695, kb_relative_information_score: 782068.2725, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8597, predictive_accuracy: 0.8462, prior_entropy: 1.585, recall: 0.8462, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.289, root_relative_squared_error: 0.613,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.7019, kb_relative_information_score: 722147.9358, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7602, predictive_accuracy: 0.7674, prior_entropy: 2.585, recall: 0.7674, relative_absolute_error: 0.3571, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.6159,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(primary-tumor)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 34
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 876545.3764, 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: 0.4369,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6895, f_measure: 0.6259, kappa: 0.2532, kb_relative_information_score: 105010.7096, mean_absolute_error: 0.4122, 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: 0.8243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4759, root_relative_squared_error: 0.9518,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5158, f_measure: 0.5623, kappa: 0.0384, kb_relative_information_score: 24909.1816, mean_absolute_error: 0.3972, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5601, predictive_accuracy: 0.6041, prior_entropy: 1, recall: 0.6041, relative_absolute_error: 0.7944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6096, root_relative_squared_error: 1.2191,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.7921, kappa: 0.7353, kb_relative_information_score: 765077.433, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8101, predictive_accuracy: 0.7833, prior_entropy: 2.585, recall: 0.7833, relative_absolute_error: 0.2631, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2568, root_relative_squared_error: 0.689,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7727, f_measure: 0.7688, kappa: 0.3469, kb_relative_information_score: 475205.0088, mean_absolute_error: 0.2667, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7892, predictive_accuracy: 0.7564, prior_entropy: 1, recall: 0.7564, relative_absolute_error: 0.5335, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.427, root_relative_squared_error: 0.8539,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.818, f_measure: 0.5157, kappa: 0.3816, kb_relative_information_score: 432267.0634, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5372, predictive_accuracy: 0.5136, prior_entropy: 2.3219, recall: 0.5136, relative_absolute_error: 0.6619, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.9106,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(Australian)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.831, kappa: 0.6533, kb_relative_information_score: 631053.7345, mean_absolute_error: 0.1887, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8318, predictive_accuracy: 0.832, prior_entropy: 1, recall: 0.832, relative_absolute_error: 0.3773, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.363, root_relative_squared_error: 0.7261,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.8763, kappa: 0.7109, kb_relative_information_score: 619607.1113, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9011, predictive_accuracy: 0.8841, prior_entropy: 1, recall: 0.8841, relative_absolute_error: 0.4009, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.5978,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(SPECTF)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.6273, kappa: 0.2418, kb_relative_information_score: 222809.673, mean_absolute_error: 0.3884, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7253, predictive_accuracy: 0.6085, prior_entropy: 1, recall: 0.6085, relative_absolute_error: 0.7769, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5116, root_relative_squared_error: 1.0231,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(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: 934846.4407, mean_absolute_error: 0.0372, 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: 0.1111, root_relative_squared_error: 0.2221,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(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: 1, kb_relative_information_score: 882803.375, mean_absolute_error: 0.0742, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.1485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.2228,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(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: 999938.0113, 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: 0.002, root_relative_squared_error: 0.004,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.7291, kb_relative_information_score: 733455.5728, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.763, predictive_accuracy: 0.761, prior_entropy: 3.1699, recall: 0.761, relative_absolute_error: 0.3681, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.6178,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8221, f_measure: 0.7273, kappa: 0.3687, kb_relative_information_score: 195755.2257, mean_absolute_error: 0.3126, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.7369, predictive_accuracy: 0.7457, prior_entropy: 1, recall: 0.7457, relative_absolute_error: 0.6253, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4006, root_relative_squared_error: 0.8013,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.8033, kappa: 0.6148, kb_relative_information_score: 60577.6532, mean_absolute_error: 0.1926, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8352, predictive_accuracy: 0.8074, prior_entropy: 1, recall: 0.8074, relative_absolute_error: 0.3852, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4371, root_relative_squared_error: 0.8741,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6851, f_measure: 0.6539, kappa: 0.2952, kb_relative_information_score: 293159.0265, mean_absolute_error: 0.3683, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.6562, predictive_accuracy: 0.659, prior_entropy: 1, recall: 0.659, relative_absolute_error: 0.7366, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5244, root_relative_squared_error: 1.0487,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 852393.0882, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9324, predictive_accuracy: 0.9273, prior_entropy: 1, recall: 0.9273, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.247, root_relative_squared_error: 0.494,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.807, kappa: 0.7739, kb_relative_information_score: 794233.9971, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.819, predictive_accuracy: 0.8062, prior_entropy: 2.8074, recall: 0.8062, relative_absolute_error: 0.2708, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.5656,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.9023, kappa: 0.8927, kb_relative_information_score: 909840.3172, 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: 0.1165, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.092, root_relative_squared_error: 0.412,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.9125, kappa: 0.825, kb_relative_information_score: 769981.8592, 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: 0.3541, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.5285,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6085, f_measure: 0.3396, kappa: 0.1243, kb_relative_information_score: 342993.9614, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6511, predictive_accuracy: 0.2431, prior_entropy: 3.3219, recall: 0.2431, relative_absolute_error: 0.853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3478, root_relative_squared_error: 1.1593,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7806, f_measure: 0.497, kappa: 0.3549, kb_relative_information_score: 321876.9656, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5122, prior_entropy: 2.3219, recall: 0.5122, relative_absolute_error: 0.8054, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.8969,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7744, f_measure: 0.5085, kappa: 0.3635, kb_relative_information_score: 314792.243, mean_absolute_error: 0.2605, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5217, predictive_accuracy: 0.5207, prior_entropy: 2.3219, recall: 0.5207, 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 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5339, f_measure: 0.2329, kappa: 0.0227, kb_relative_information_score: 122497.9441, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2914, predictive_accuracy: 0.2912, prior_entropy: 2.3219, recall: 0.2912, 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 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7524, f_measure: 0.719, kappa: 0.4275, kb_relative_information_score: 18676.857, mean_absolute_error: 0.3007, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7516, predictive_accuracy: 0.7347, prior_entropy: 1, recall: 0.7347, relative_absolute_error: 0.6015, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4624, root_relative_squared_error: 0.9247,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.9054, kappa: 0.7929, kb_relative_information_score: 775163.9712, 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 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.8681, kappa: 0.6689, kb_relative_information_score: 833724.8529, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9077, predictive_accuracy: 0.8462, prior_entropy: 2.585, recall: 0.8462, relative_absolute_error: 0.2031, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.201, root_relative_squared_error: 0.5392,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8632, f_measure: 0.6, kappa: 0.4895, kb_relative_information_score: 567702.6645, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5983, predictive_accuracy: 0.6062, prior_entropy: 2.8074, recall: 0.6062, relative_absolute_error: 0.5492, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2766, root_relative_squared_error: 0.7903,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 688768.2311, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7283, predictive_accuracy: 0.743, prior_entropy: 2.585, recall: 0.743, relative_absolute_error: 0.3881, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.6549,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.8068, kappa: 0.5591, kb_relative_information_score: 552736.7071, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8137, prior_entropy: 1, recall: 0.8137, relative_absolute_error: 0.4648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3697, root_relative_squared_error: 0.7393,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7426, f_measure: 0.82, kappa: 0.1882, kb_relative_information_score: 217908.1359, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.856, predictive_accuracy: 0.7894, prior_entropy: 2.3219, recall: 0.7894, relative_absolute_error: 0.3139, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.6569,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.6524, kb_relative_information_score: 636994.5197, 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: 0.3695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3671, root_relative_squared_error: 0.7342,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8088, f_measure: 0.7597, kappa: 0.4159, kb_relative_information_score: 437282.3976, mean_absolute_error: 0.2923, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7574, predictive_accuracy: 0.7663, prior_entropy: 1, recall: 0.7663, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8035,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.6882, kappa: 0.6552, kb_relative_information_score: 711844.2052, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6897, predictive_accuracy: 0.6896, prior_entropy: 3.3219, recall: 0.6896, relative_absolute_error: 0.3638, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2159, root_relative_squared_error: 0.7196,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.774, kb_relative_information_score: 695220.6844, 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: 0.3242, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.5793,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, f_measure: 0.5073, kappa: 0.3614, kb_relative_information_score: 313313.3298, mean_absolute_error: 0.2609, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.522, predictive_accuracy: 0.5194, prior_entropy: 2.3219, recall: 0.5194, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3608, root_relative_squared_error: 0.9021,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 459990.5945, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8401, 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: 0.7329,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.2592, kappa: 0.0548, kb_relative_information_score: 135170.7409, mean_absolute_error: 0.3033, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3031, predictive_accuracy: 0.3098, prior_entropy: 2.3219, recall: 0.3098, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9824,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.8353, kappa: 0.6484, kb_relative_information_score: 459725.085, mean_absolute_error: 0.2904, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8388, prior_entropy: 1, recall: 0.8388, relative_absolute_error: 0.5807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3665, root_relative_squared_error: 0.7329,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8638, kappa: 0.7446, kb_relative_information_score: 813062.5532, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8699, predictive_accuracy: 0.8612, prior_entropy: 2, recall: 0.8612, relative_absolute_error: 0.2285, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.23, root_relative_squared_error: 0.5311,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.8292, kappa: 0.6528, kb_relative_information_score: 581579.4076, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8328, predictive_accuracy: 0.8284, prior_entropy: 1, recall: 0.8284, relative_absolute_error: 0.4363, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.354, root_relative_squared_error: 0.7081,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.7669, kappa: 0.741, kb_relative_information_score: 763837.044, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7707, predictive_accuracy: 0.7669, prior_entropy: 3.3219, recall: 0.7669, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.6497,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(glass)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 982738.565, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9862, 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: 0.0591, root_relative_squared_error: 0.1587,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8308, kappa: 0.5584, kb_relative_information_score: 30408.4106, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8449, 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: 0.3571, root_relative_squared_error: 0.7142,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.9206, kappa: 0.1974, kb_relative_information_score: 800608.6667, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9145, predictive_accuracy: 0.935, prior_entropy: 1, recall: 0.935, relative_absolute_error: 0.215, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.4531,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.9183, kappa: 0.8289, kb_relative_information_score: 109082.8741, 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: 0.1687, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.5388,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 590672.195, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8268, predictive_accuracy: 0.7945, prior_entropy: 1, recall: 0.7945, relative_absolute_error: 0.409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.417, root_relative_squared_error: 0.8339,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8099, f_measure: 0.6225, kappa: 0.4094, kb_relative_information_score: 351090.1765, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6562, predictive_accuracy: 0.6054, prior_entropy: 2.8074, recall: 0.6054, relative_absolute_error: 0.5036, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2866, root_relative_squared_error: 0.8189,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7778, f_measure: 0.7092, kappa: 0.4184, kb_relative_information_score: 657003.899, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7092, predictive_accuracy: 0.7092, prior_entropy: 2.3219, recall: 0.7092, relative_absolute_error: 0.4742, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.6932,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.5352, kappa: 0.4883, kb_relative_information_score: 520852.6156, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5354, predictive_accuracy: 0.5395, prior_entropy: 3.3219, recall: 0.5395, relative_absolute_error: 0.6171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.8095,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7078, f_measure: 0.5755, kappa: 0.248, kb_relative_information_score: 536418.7765, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5742, predictive_accuracy: 0.5956, prior_entropy: 3.3219, recall: 0.5956, relative_absolute_error: 0.5368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.7616,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6894, f_measure: 0.5143, kappa: 0.2591, kb_relative_information_score: 13407.9663, mean_absolute_error: 0.371, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5221, predictive_accuracy: 0.5123, prior_entropy: 1.585, recall: 0.5123, relative_absolute_error: 0.8348, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.9496,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8861, f_measure: 0.4277, kappa: 0.4165, kb_relative_information_score: 486214.996, 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: 0.6963, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.8666,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 497720.8322, mean_absolute_error: 0.2529, 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: 0.4476, root_relative_squared_error: 0.8952,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 970071.9253, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9707, predictive_accuracy: 0.9704, prior_entropy: 3.3219, recall: 0.9704, relative_absolute_error: 0.0413, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0676, root_relative_squared_error: 0.2253,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.8511, kappa: 0.7015, kb_relative_information_score: 556782.2554, mean_absolute_error: 0.2366, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8511, predictive_accuracy: 0.8511, prior_entropy: 1, recall: 0.8511, 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 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6059, f_measure: 0.783, kappa: 0.0359, kb_relative_information_score: 154070.4519, mean_absolute_error: 0.3088, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9135, predictive_accuracy: 0.6982, prior_entropy: 1, recall: 0.6982, relative_absolute_error: 0.6176, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5191, root_relative_squared_error: 1.0382,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.8958, kb_relative_information_score: 907686.7159, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9077, predictive_accuracy: 0.9062, prior_entropy: 3.3219, recall: 0.9062, relative_absolute_error: 0.115, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.4079,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6646, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 191367.9087, mean_absolute_error: 0.4114, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7168, 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 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) 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: 0.8331, kappa: 0.8137, kb_relative_information_score: 844653.5123, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8347, predictive_accuracy: 0.8323, prior_entropy: 3.3219, recall: 0.8323, relative_absolute_error: 0.2164, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5157,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.8966, kappa: 0.7353, kb_relative_information_score: 860534.8653, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9249, predictive_accuracy: 0.8813, prior_entropy: 2.585, recall: 0.8813, relative_absolute_error: 0.1738, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.18, root_relative_squared_error: 0.4831,