OpenML

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.7939, kappa: 0.5895, kb_relative_information_score: 555664.7276, mean_absolute_error: 0.2501, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.8072, predictive_accuracy: 0.7933, prior_entropy: 1, recall: 0.7933, relative_absolute_error: 0.5002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3727, root_relative_squared_error: 0.7453,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.97, kappa: 0.6564, kb_relative_information_score: 354796.7713, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9705, predictive_accuracy: 0.9727, prior_entropy: 1, recall: 0.9727, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.3044,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.692, f_measure: 0.6319, kappa: 0.2649, kb_relative_information_score: 110120.2492, mean_absolute_error: 0.4078, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6575, predictive_accuracy: 0.6509, prior_entropy: 1, recall: 0.6509, relative_absolute_error: 0.8156, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4776, root_relative_squared_error: 0.9552,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.7939, kappa: 0.5895, kb_relative_information_score: 555642.2539, mean_absolute_error: 0.2501, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.8071, predictive_accuracy: 0.7933, prior_entropy: 1, recall: 0.7933, relative_absolute_error: 0.5003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3724, root_relative_squared_error: 0.7449,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.6133, kappa: 0.489, kb_relative_information_score: 557293.231, mean_absolute_error: 0.1496, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.612, predictive_accuracy: 0.6352, prior_entropy: 2.585, recall: 0.6352, relative_absolute_error: 0.5386, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.7856,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9704, kappa: 0.6593, kb_relative_information_score: 354922.5298, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9713, predictive_accuracy: 0.9733, prior_entropy: 1, recall: 0.9733, relative_absolute_error: 0.1293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.3033,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.8403, kappa: 0.547, kb_relative_information_score: 29131.5098, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8392, predictive_accuracy: 0.8465, prior_entropy: 1, recall: 0.8465, relative_absolute_error: 0.4276, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6611,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.8871, kappa: 0.8313, kb_relative_information_score: 793316.7666, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8876, predictive_accuracy: 0.8875, prior_entropy: 1.585, recall: 0.8875, relative_absolute_error: 0.2517, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.4952,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.7147, kappa: 0.6867, kb_relative_information_score: 687203.1855, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7144, predictive_accuracy: 0.7152, prior_entropy: 3.4594, recall: 0.7152, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.666,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.8558, kappa: 0.8403, kb_relative_information_score: 862774.3323, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8556, predictive_accuracy: 0.8563, prior_entropy: 3.3219, recall: 0.8563, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.4669,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.8441, kappa: 0.8085, kb_relative_information_score: 809009.4689, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8443, predictive_accuracy: 0.8448, prior_entropy: 2.585, recall: 0.8448, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.5173,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9406, kappa: 0.9098, kb_relative_information_score: 883651.0852, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9406, predictive_accuracy: 0.9406, prior_entropy: 1.585, recall: 0.9406, relative_absolute_error: 0.1423, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.3679,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.9455, kappa: 0.8278, kb_relative_information_score: 821217.7652, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9513, predictive_accuracy: 0.9483, prior_entropy: 1, recall: 0.9483, relative_absolute_error: 0.2008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.208, root_relative_squared_error: 0.4159,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.53, kappa: -0.0271, kb_relative_information_score: 15056.3637, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5211, predictive_accuracy: 0.5841, prior_entropy: 1, recall: 0.5841, relative_absolute_error: 0.8825, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6142, root_relative_squared_error: 1.2285,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9493, kappa: 0.8852, kb_relative_information_score: 856706.6307, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9495, predictive_accuracy: 0.9491, prior_entropy: 1, recall: 0.9491, relative_absolute_error: 0.1544, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.3774,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) 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: 999687.3134, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0073, root_relative_squared_error: 0.0146,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) 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: 999570.7927, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0065, root_relative_squared_error: 0.013,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) 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: 999975.8379, 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, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0019, root_relative_squared_error: 0.0038,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9571, kappa: 0.9038, kb_relative_information_score: 420807.301, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9574, predictive_accuracy: 0.957, prior_entropy: 1, recall: 0.957, relative_absolute_error: 0.1532, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.3632,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.8421, kappa: 0.6858, kb_relative_information_score: 55361.3212, mean_absolute_error: 0.2355, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.85, predictive_accuracy: 0.8429, prior_entropy: 1, recall: 0.8429, relative_absolute_error: 0.471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3453, root_relative_squared_error: 0.6906,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.8025, kappa: 0.7773, kb_relative_information_score: 774314.3379, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.8025, predictive_accuracy: 0.8036, prior_entropy: 3.1699, recall: 0.8036, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.561,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, f_measure: 0.7717, kappa: 0.439, kb_relative_information_score: 429815.8568, mean_absolute_error: 0.3009, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7738, predictive_accuracy: 0.7834, prior_entropy: 1, recall: 0.7834, relative_absolute_error: 0.6017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3891, root_relative_squared_error: 0.7782,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.7422, kappa: 0.6811, kb_relative_information_score: 663515.8933, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7385, predictive_accuracy: 0.7516, prior_entropy: 2.585, recall: 0.7516, relative_absolute_error: 0.4376, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.6419,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6678, f_measure: 0.5963, kappa: 0.1927, kb_relative_information_score: 198085.8774, mean_absolute_error: 0.4087, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7162, predictive_accuracy: 0.6658, prior_entropy: 1, recall: 0.6658, relative_absolute_error: 0.8174, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4517, root_relative_squared_error: 0.9033,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9542, kappa: 0.9006, kb_relative_information_score: 855469.1247, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9543, predictive_accuracy: 0.9542, prior_entropy: 1, recall: 0.9542, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3706,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.8651, kappa: 0.8424, kb_relative_information_score: 838658.0425, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8662, predictive_accuracy: 0.8649, prior_entropy: 2.8074, recall: 0.8649, relative_absolute_error: 0.2209, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4738,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9526, kappa: 0.9052, kb_relative_information_score: 863039.7131, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9534, predictive_accuracy: 0.9526, prior_entropy: 1, recall: 0.9526, relative_absolute_error: 0.1494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.3881,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9332, kappa: 0.9257, kb_relative_information_score: 917376.5834, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9334, predictive_accuracy: 0.9331, prior_entropy: 3.3219, recall: 0.9331, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.3349,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9473, kappa: 0.87, kb_relative_information_score: 933451.5492, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9468, predictive_accuracy: 0.9485, prior_entropy: 2.585, recall: 0.9485, relative_absolute_error: 0.0916, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.302,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9897, kappa: 0.9793, kb_relative_information_score: 971408.1583, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 1, recall: 0.9897, relative_absolute_error: 0.031, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.1758,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9655, kappa: 0.9273, kb_relative_information_score: 117725.6456, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9655, predictive_accuracy: 0.9655, prior_entropy: 1, recall: 0.9655, relative_absolute_error: 0.1125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3261,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9425, kappa: 0.885, kb_relative_information_score: 831062.6259, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9425, predictive_accuracy: 0.9425, prior_entropy: 1, recall: 0.9425, relative_absolute_error: 0.1845, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.413,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.843, kappa: 0.7485, kb_relative_information_score: 472459.443, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8445, predictive_accuracy: 0.845, prior_entropy: 2.8074, recall: 0.845, relative_absolute_error: 0.2859, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.5131,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8022, kappa: 0.6044, kb_relative_information_score: 741196.2681, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8022, predictive_accuracy: 0.8022, prior_entropy: 2.3219, recall: 0.8022, relative_absolute_error: 0.3626, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.5918,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.899, kappa: 0.798, kb_relative_information_score: 829880.3987, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.899, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.2499, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4657,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.8366, kappa: 0.7274, kb_relative_information_score: 1199447.2001, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8371, predictive_accuracy: 0.8407, prior_entropy: 3.3219, recall: 0.8407, relative_absolute_error: 0.3103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.5145,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8176, kappa: 0.6879, kb_relative_information_score: 674451.9545, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8205, predictive_accuracy: 0.8289, prior_entropy: 3.3219, recall: 0.8289, relative_absolute_error: 0.3345, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.5292,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.6938, kappa: 0.6597, kb_relative_information_score: 646626.7362, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6944, predictive_accuracy: 0.6937, prior_entropy: 3.3219, recall: 0.6937, relative_absolute_error: 0.4875, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.6986,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.8843, kappa: 0.8494, kb_relative_information_score: 800583.4585, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8854, predictive_accuracy: 0.8839, prior_entropy: 2.3219, recall: 0.8839, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4622,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9066, kappa: 0.8977, kb_relative_information_score: 912812.3497, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1397, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0851, root_relative_squared_error: 0.3812,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.8141, kappa: 0.7603, kb_relative_information_score: 705201.6428, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.817, predictive_accuracy: 0.8162, prior_entropy: 2.3219, recall: 0.8162, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.5635,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.8534, kappa: 0.6883, kb_relative_information_score: 584114.5317, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8543, predictive_accuracy: 0.8549, prior_entropy: 1, recall: 0.8549, relative_absolute_error: 0.4513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.6744,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.8501, kappa: 0.8051, kb_relative_information_score: 751468.3416, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8528, predictive_accuracy: 0.8501, prior_entropy: 2.3219, recall: 0.8501, relative_absolute_error: 0.3259, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.208, root_relative_squared_error: 0.5201,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8265, kappa: 0.644, kb_relative_information_score: 24424.6055, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8266, predictive_accuracy: 0.8271, prior_entropy: 1, recall: 0.8271, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.6961,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.8528, kappa: 0.687, kb_relative_information_score: 582852.7085, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8537, predictive_accuracy: 0.8543, prior_entropy: 1, recall: 0.8543, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6757,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6906, f_measure: 0.3227, kappa: 0.1566, kb_relative_information_score: 158563.7151, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4205, predictive_accuracy: 0.3868, prior_entropy: 2.3219, recall: 0.3868, relative_absolute_error: 0.9311, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.9578,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9465, kappa: 0.8825, kb_relative_information_score: 841903.3756, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9465, predictive_accuracy: 0.9467, prior_entropy: 1, recall: 0.9467, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.201, root_relative_squared_error: 0.402,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.6166, kappa: 0.5015, kb_relative_information_score: 355185.4256, mean_absolute_error: 0.2492, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6327, predictive_accuracy: 0.622, prior_entropy: 2.3219, recall: 0.622, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3368, root_relative_squared_error: 0.842,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9083, kappa: 0.8288, kb_relative_information_score: 857729.2583, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9084, predictive_accuracy: 0.9086, prior_entropy: 2, recall: 0.9086, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.4254,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.5306, kappa: 0.272, kb_relative_information_score: 12571.6515, mean_absolute_error: 0.3782, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5298, predictive_accuracy: 0.5318, prior_entropy: 1.585, recall: 0.5318, relative_absolute_error: 0.851, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4376, root_relative_squared_error: 0.9282,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.8841, kappa: 0.7655, kb_relative_information_score: 681868.395, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8841, predictive_accuracy: 0.8842, prior_entropy: 1, recall: 0.8842, relative_absolute_error: 0.3421, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.294, root_relative_squared_error: 0.5879,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8134, f_measure: 0.8642, kappa: 0.1149, kb_relative_information_score: 248900.5983, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8637, predictive_accuracy: 0.9032, prior_entropy: 2.3219, recall: 0.9032, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.449,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8369, kappa: 0.8188, kb_relative_information_score: 828470.3956, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8374, predictive_accuracy: 0.837, prior_entropy: 3.3219, recall: 0.837, relative_absolute_error: 0.24, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.506,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.6143, kappa: 0.4904, kb_relative_information_score: 557936.2312, mean_absolute_error: 0.1495, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.613, predictive_accuracy: 0.6362, prior_entropy: 2.585, recall: 0.6362, relative_absolute_error: 0.5382, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.7834,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9846, kappa: 0.9808, kb_relative_information_score: 975788.7185, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9846, predictive_accuracy: 0.9846, prior_entropy: 2.585, recall: 0.9846, relative_absolute_error: 0.037, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0637, root_relative_squared_error: 0.1708,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.8805, kappa: 0.7639, kb_relative_information_score: 844424.474, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4681,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.826, kappa: 0.6502, kb_relative_information_score: 503692.2415, mean_absolute_error: 0.2664, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8263, predictive_accuracy: 0.8263, prior_entropy: 1, recall: 0.8263, relative_absolute_error: 0.5328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3531, root_relative_squared_error: 0.7061,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.8887, kappa: 0.7742, kb_relative_information_score: 687735.0448, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8887, predictive_accuracy: 0.8888, prior_entropy: 1, recall: 0.8888, relative_absolute_error: 0.3366, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2862, root_relative_squared_error: 0.5725,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9196, kappa: 0.7509, kb_relative_information_score: 770743.7345, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9194, predictive_accuracy: 0.9214, prior_entropy: 1, recall: 0.9214, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2406, root_relative_squared_error: 0.4813,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.6689, kappa: 0.5766, kb_relative_information_score: 533422.1594, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6673, predictive_accuracy: 0.6823, prior_entropy: 2, recall: 0.6823, relative_absolute_error: 0.572, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.7449,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.5498, kappa: 0.5339, kb_relative_information_score: 578569.0571, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5513, predictive_accuracy: 0.5519, prior_entropy: 4.7004, recall: 0.5519, relative_absolute_error: 0.6044, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.7783,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9256, kappa: 0.902, kb_relative_information_score: 910615.397, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.927, predictive_accuracy: 0.9249, prior_entropy: 2.8074, recall: 0.9249, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.3579,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.728, kappa: 0.3864, kb_relative_information_score: 12381.5678, mean_absolute_error: 0.3599, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7319, predictive_accuracy: 0.7403, prior_entropy: 1, recall: 0.7403, relative_absolute_error: 0.7199, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4201, root_relative_squared_error: 0.8402,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.8398, kappa: 0.5458, kb_relative_information_score: 29112.1025, mean_absolute_error: 0.214, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8388, predictive_accuracy: 0.8461, prior_entropy: 1, recall: 0.8461, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.6621,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.7136, kappa: 0.6856, kb_relative_information_score: 686709.9462, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7134, predictive_accuracy: 0.7142, prior_entropy: 3.4594, recall: 0.7142, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.6669,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.887, kappa: 0.8312, kb_relative_information_score: 793265.871, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8874, predictive_accuracy: 0.8874, prior_entropy: 1.585, recall: 0.8874, relative_absolute_error: 0.2517, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2336, root_relative_squared_error: 0.4955,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.8564, kappa: 0.841, kb_relative_information_score: 863291.3072, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8562, predictive_accuracy: 0.8569, prior_entropy: 3.3219, recall: 0.8569, relative_absolute_error: 0.2088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.4657,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.8438, kappa: 0.808, kb_relative_information_score: 808779.8538, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8441, predictive_accuracy: 0.8443, prior_entropy: 2.585, recall: 0.8443, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.5192,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9406, kappa: 0.9099, kb_relative_information_score: 883548.3149, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9407, predictive_accuracy: 0.9406, prior_entropy: 1.585, recall: 0.9406, relative_absolute_error: 0.1425, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.3677,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.9461, kappa: 0.8296, kb_relative_information_score: 822357.9568, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9518, predictive_accuracy: 0.9488, prior_entropy: 1, recall: 0.9488, relative_absolute_error: 0.1992, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4176,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6917, f_measure: 0.6315, kappa: 0.2642, kb_relative_information_score: 110021.3828, mean_absolute_error: 0.4079, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6573, predictive_accuracy: 0.6506, prior_entropy: 1, recall: 0.6506, relative_absolute_error: 0.8158, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4777, root_relative_squared_error: 0.9555,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9494, kappa: 0.8855, kb_relative_information_score: 860834.0118, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9496, predictive_accuracy: 0.9493, prior_entropy: 1, recall: 0.9493, relative_absolute_error: 0.1491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.3741,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) 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: 999684.2193, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0074, root_relative_squared_error: 0.0147,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4844, f_measure: 0.5326, kappa: -0.0275, kb_relative_information_score: 12129.4188, mean_absolute_error: 0.454, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5224, predictive_accuracy: 0.576, prior_entropy: 1, recall: 0.576, relative_absolute_error: 0.908, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6152, root_relative_squared_error: 1.2304,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) 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: 999549.5687, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0068, root_relative_squared_error: 0.0135,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) 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: 999975.503, 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, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.002, root_relative_squared_error: 0.004,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9571, kappa: 0.9039, kb_relative_information_score: 420841.0468, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9574, predictive_accuracy: 0.957, prior_entropy: 1, recall: 0.957, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.3634,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.8431, kappa: 0.6878, kb_relative_information_score: 55478.4117, mean_absolute_error: 0.2349, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8514, predictive_accuracy: 0.8439, prior_entropy: 1, recall: 0.8439, relative_absolute_error: 0.4698, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3436, root_relative_squared_error: 0.6871,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.7718, kappa: 0.4393, kb_relative_information_score: 429547.431, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7739, predictive_accuracy: 0.7835, prior_entropy: 1, recall: 0.7835, relative_absolute_error: 0.6021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.389, root_relative_squared_error: 0.778,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.8018, kappa: 0.7764, kb_relative_information_score: 773938.8998, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.8017, predictive_accuracy: 0.8028, prior_entropy: 3.1699, recall: 0.8028, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.5619,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.742, kappa: 0.6807, kb_relative_information_score: 663476.281, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7382, predictive_accuracy: 0.7513, prior_entropy: 2.585, recall: 0.7513, relative_absolute_error: 0.4375, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2394, root_relative_squared_error: 0.6424,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6677, f_measure: 0.5963, kappa: 0.1927, kb_relative_information_score: 197967.6949, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7157, predictive_accuracy: 0.6657, prior_entropy: 1, recall: 0.6657, relative_absolute_error: 0.8176, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4517, root_relative_squared_error: 0.9034,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9541, kappa: 0.9005, kb_relative_information_score: 855477.9449, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9542, predictive_accuracy: 0.9541, prior_entropy: 1, recall: 0.9541, relative_absolute_error: 0.1596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3706,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.8651, kappa: 0.8425, kb_relative_information_score: 838869.2496, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8661, predictive_accuracy: 0.865, prior_entropy: 2.8074, recall: 0.865, relative_absolute_error: 0.2206, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4739,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9477, kappa: 0.871, kb_relative_information_score: 934008.3421, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9472, predictive_accuracy: 0.9489, prior_entropy: 2.585, recall: 0.9489, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1121, root_relative_squared_error: 0.3009,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9327, kappa: 0.9251, kb_relative_information_score: 917380.708, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9329, predictive_accuracy: 0.9326, prior_entropy: 3.3219, recall: 0.9326, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.336,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8973, kappa: 0.7947, kb_relative_information_score: 829519.4304, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8973, predictive_accuracy: 0.8973, prior_entropy: 2.3219, recall: 0.8973, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.4672,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.8013, kappa: 0.6026, kb_relative_information_score: 740472.6622, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8013, predictive_accuracy: 0.8013, prior_entropy: 2.3219, recall: 0.8013, relative_absolute_error: 0.3628, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.5936,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9065, kappa: 0.8977, kb_relative_information_score: 912712.3735, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.3822,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.7878, kappa: 0.6321, kb_relative_information_score: 662889.7344, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7882, predictive_accuracy: 0.7975, prior_entropy: 3.3219, recall: 0.7975, relative_absolute_error: 0.3438, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.5595,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.6949, kappa: 0.661, kb_relative_information_score: 648667.779, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6954, predictive_accuracy: 0.6949, prior_entropy: 3.3219, recall: 0.6949, relative_absolute_error: 0.4853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.6968,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.8804, kappa: 0.8444, kb_relative_information_score: 798880.3636, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8801, prior_entropy: 2.3219, recall: 0.8801, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4681,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8099, kappa: 0.7548, kb_relative_information_score: 702480.4079, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8124, predictive_accuracy: 0.8119, prior_entropy: 2.3219, recall: 0.8119, relative_absolute_error: 0.3806, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.228, root_relative_squared_error: 0.5701,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.8477, kappa: 0.802, kb_relative_information_score: 753533.8391, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8502, predictive_accuracy: 0.8477, prior_entropy: 2.3219, recall: 0.8477, relative_absolute_error: 0.3217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.209, root_relative_squared_error: 0.5224,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6676, f_measure: 0.3228, kappa: 0.1465, kb_relative_information_score: 158582.709, mean_absolute_error: 0.298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4196, predictive_accuracy: 0.3778, prior_entropy: 2.3219, recall: 0.3778, relative_absolute_error: 0.9312, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.9596,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8439, f_measure: 0.5999, kappa: 0.4796, kb_relative_information_score: 353943.4247, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6148, predictive_accuracy: 0.6051, prior_entropy: 2.3219, recall: 0.6051, relative_absolute_error: 0.7781, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.8466,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8524, kappa: 0.6861, kb_relative_information_score: 583522.8398, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8534, predictive_accuracy: 0.8539, prior_entropy: 1, recall: 0.8539, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6757,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8299, kappa: 0.6509, kb_relative_information_score: 24521.5607, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.83, predictive_accuracy: 0.8305, prior_entropy: 1, recall: 0.8305, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6943,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.8517, kappa: 0.6845, kb_relative_information_score: 582631.818, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8527, predictive_accuracy: 0.8532, prior_entropy: 1, recall: 0.8532, relative_absolute_error: 0.4526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.6767,

Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9463, kappa: 0.8822, kb_relative_information_score: 841969.4691, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9465, prior_entropy: 1, recall: 0.9465, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4035,

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