OpenML

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 862774.4218, 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,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 862774.4218, 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 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 15072.5756, 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: 0.8824, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6142, root_relative_squared_error: 1.2284,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 555642.2546, 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 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6861, f_measure: 0.5086, kappa: 0.2382, kb_relative_information_score: 11403.0645, mean_absolute_error: 0.3845, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5081, predictive_accuracy: 0.5093, prior_entropy: 1.585, recall: 0.5093, relative_absolute_error: 0.8652, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4413, root_relative_squared_error: 0.9361,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8859, f_measure: 0.903, kappa: 0.4863, kb_relative_information_score: 260724.7953, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9044, predictive_accuracy: 0.9166, prior_entropy: 2.3219, recall: 0.9166, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.3954,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.885, kappa: 0.7679, kb_relative_information_score: 674469.0274, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8859, predictive_accuracy: 0.8848, prior_entropy: 1, recall: 0.8848, relative_absolute_error: 0.3503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2925, root_relative_squared_error: 0.5849,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.8983, kappa: 0.7809, kb_relative_information_score: 716497.9261, mean_absolute_error: 0.1532, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8983, predictive_accuracy: 0.8988, prior_entropy: 1, recall: 0.8988, relative_absolute_error: 0.3063, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2759, root_relative_squared_error: 0.5517,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8279, f_measure: 0.7788, kappa: 0.4586, kb_relative_information_score: 438192.5955, mean_absolute_error: 0.2967, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7795, predictive_accuracy: 0.7883, prior_entropy: 1, recall: 0.7883, relative_absolute_error: 0.5935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3838, root_relative_squared_error: 0.7676,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(glass,nominal,137781)

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 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.9196, kappa: 0.146, kb_relative_information_score: 828646.0024, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9223, predictive_accuracy: 0.9405, prior_entropy: 1, recall: 0.9405, relative_absolute_error: 0.186, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.4315,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.895, kappa: 0.8834, kb_relative_information_score: 885496.8253, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8954, predictive_accuracy: 0.8951, prior_entropy: 3.3219, recall: 0.8951, relative_absolute_error: 0.1631, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.4096,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-c,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.8744, kappa: 0.7506, kb_relative_information_score: 835912.7726, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8737, predictive_accuracy: 0.8755, prior_entropy: 2.3219, recall: 0.8755, relative_absolute_error: 0.223, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.4758,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.744, kappa: 0.7204, kb_relative_information_score: 744975.0365, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7409, predictive_accuracy: 0.7483, prior_entropy: 3.3219, recall: 0.7483, relative_absolute_error: 0.356, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.6272,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8713, kappa: 0.7244, kb_relative_information_score: 833605.6776, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8705, predictive_accuracy: 0.8727, prior_entropy: 2.3219, recall: 0.8727, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4784,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9812, kappa: 0.9765, kb_relative_information_score: 966247.0636, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9811, predictive_accuracy: 0.9812, prior_entropy: 2.585, recall: 0.9812, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1933,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.8898, kappa: 0.7768, kb_relative_information_score: 696749.1789, mean_absolute_error: 0.1624, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8898, predictive_accuracy: 0.8899, prior_entropy: 1, recall: 0.8899, relative_absolute_error: 0.3248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2842, root_relative_squared_error: 0.5683,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.6797, kappa: 0.5815, kb_relative_information_score: 545190.3718, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6803, predictive_accuracy: 0.6859, prior_entropy: 2, recall: 0.6859, relative_absolute_error: 0.5476, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.747,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9271, kappa: 0.7761, kb_relative_information_score: 792915.6663, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9268, predictive_accuracy: 0.9284, prior_entropy: 1, recall: 0.9284, relative_absolute_error: 0.2242, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.4616,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.8878, kappa: 0.7746, kb_relative_information_score: 669123.5786, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8878, predictive_accuracy: 0.8879, prior_entropy: 1, recall: 0.8879, relative_absolute_error: 0.3602, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.5749,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(colic.ORIG,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.7642, kappa: 0.461, kb_relative_information_score: 425039.1754, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7663, predictive_accuracy: 0.7727, prior_entropy: 1, recall: 0.7727, relative_absolute_error: 0.6019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.7903,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.8566, kappa: 0.8413, kb_relative_information_score: 863448.5248, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8563, predictive_accuracy: 0.8572, prior_entropy: 3.3219, recall: 0.8572, relative_absolute_error: 0.2081, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.14, root_relative_squared_error: 0.4668,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9896, kappa: 0.9792, kb_relative_information_score: 971408.7886, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 1, recall: 0.9896, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.1767,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9443, kappa: 0.8639, kb_relative_information_score: 932022.7995, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9436, predictive_accuracy: 0.9461, prior_entropy: 2.585, recall: 0.9461, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.311,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9333, kappa: 0.9258, kb_relative_information_score: 916778.1071, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9335, predictive_accuracy: 0.9333, prior_entropy: 3.3219, recall: 0.9333, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.7617, kappa: 0.4553, kb_relative_information_score: 450409.1952, mean_absolute_error: 0.2857, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7646, predictive_accuracy: 0.771, prior_entropy: 1, recall: 0.771, relative_absolute_error: 0.5714, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4059, root_relative_squared_error: 0.8119,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9525, kappa: 0.9049, kb_relative_information_score: 862949.6181, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9533, predictive_accuracy: 0.9524, prior_entropy: 1, recall: 0.9524, relative_absolute_error: 0.1494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.3892,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.8838, kappa: 0.8489, kb_relative_information_score: 799692.8479, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8849, predictive_accuracy: 0.8835, prior_entropy: 2.3219, recall: 0.8835, relative_absolute_error: 0.2706, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4632,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.713, kappa: 0.6848, kb_relative_information_score: 686164.5317, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7127, predictive_accuracy: 0.7135, prior_entropy: 3.4594, recall: 0.7135, relative_absolute_error: 0.4569, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.192, root_relative_squared_error: 0.6679,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 999693.7043, 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: 0.0072, root_relative_squared_error: 0.0144,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 999554.8118, 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: 0.0067, root_relative_squared_error: 0.0134,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 999976.2841, 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 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.838, kappa: 0.8199, kb_relative_information_score: 828791.6029, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8384, predictive_accuracy: 0.838, prior_entropy: 3.3219, recall: 0.838, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.5064,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.957, kappa: 0.9035, kb_relative_information_score: 421120.3531, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9572, predictive_accuracy: 0.9568, prior_entropy: 1, recall: 0.9568, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.3643,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.8432, kappa: 0.688, kb_relative_information_score: 55640.1322, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8514, predictive_accuracy: 0.844, prior_entropy: 1, recall: 0.844, relative_absolute_error: 0.468, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3439, root_relative_squared_error: 0.6878,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4877, f_measure: 0.537, kappa: -0.0201, kb_relative_information_score: 10642.9022, mean_absolute_error: 0.4608, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5271, predictive_accuracy: 0.5745, prior_entropy: 1, recall: 0.5745, relative_absolute_error: 0.9215, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6107, root_relative_squared_error: 1.2214,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9659, kappa: 0.9281, kb_relative_information_score: 117671.8107, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9659, predictive_accuracy: 0.9659, prior_entropy: 1, recall: 0.9659, relative_absolute_error: 0.113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3289,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.8526, kappa: 0.6867, kb_relative_information_score: 582892.1599, mean_absolute_error: 0.2262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8535, predictive_accuracy: 0.8541, prior_entropy: 1, recall: 0.8541, relative_absolute_error: 0.4524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3379, root_relative_squared_error: 0.6759,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 0.9848, kappa: 0.981, kb_relative_information_score: 975827.5097, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9848, predictive_accuracy: 0.9848, prior_entropy: 2.585, recall: 0.9848, relative_absolute_error: 0.037, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0636, root_relative_squared_error: 0.1706,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.865, kappa: 0.8423, kb_relative_information_score: 838630.0622, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8659, predictive_accuracy: 0.8648, prior_entropy: 2.8074, recall: 0.8648, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4739,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7034, f_measure: 0.5299, kappa: 0.2707, kb_relative_information_score: 12590.4091, mean_absolute_error: 0.3781, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5291, predictive_accuracy: 0.5313, prior_entropy: 1.585, recall: 0.5313, relative_absolute_error: 0.8507, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4377, root_relative_squared_error: 0.9285,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.833, kappa: 0.7213, kb_relative_information_score: 1197936.3751, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8334, predictive_accuracy: 0.8371, prior_entropy: 3.3219, recall: 0.8371, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.5179,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.812, kappa: 0.7575, kb_relative_information_score: 706937.6732, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8144, predictive_accuracy: 0.8139, prior_entropy: 2.3219, recall: 0.8139, relative_absolute_error: 0.3734, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.5652,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 0.8535, kappa: 0.6886, kb_relative_information_score: 584222.008, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8544, predictive_accuracy: 0.855, prior_entropy: 1, recall: 0.855, relative_absolute_error: 0.4512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.6743,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8363, kappa: 0.727, kb_relative_information_score: 1200768.4467, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8369, predictive_accuracy: 0.8405, prior_entropy: 3.3219, recall: 0.8405, relative_absolute_error: 0.3091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.5129,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 809007.8605, 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,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 809007.8605, 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 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.5479, kappa: 0.532, kb_relative_information_score: 578050.6716, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5495, predictive_accuracy: 0.5501, prior_entropy: 4.7004, recall: 0.5501, relative_absolute_error: 0.6037, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.7793,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.5479, kappa: 0.532, kb_relative_information_score: 578050.6716, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5495, predictive_accuracy: 0.5501, prior_entropy: 4.7004, recall: 0.5501, relative_absolute_error: 0.6037, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.7793,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9073, kappa: 0.8985, kb_relative_information_score: 913222.4778, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.911, predictive_accuracy: 0.9072, prior_entropy: 4.2479, recall: 0.9072, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0848, root_relative_squared_error: 0.3798,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 0.8988, kappa: 0.7976, kb_relative_information_score: 829949.4609, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8988, predictive_accuracy: 0.8988, prior_entropy: 2.3219, recall: 0.8988, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4658,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9082, kappa: 0.8286, kb_relative_information_score: 857600.1779, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9083, 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: 0.1849, root_relative_squared_error: 0.4269,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 0.9896, kappa: 0.9792, kb_relative_information_score: 971468.3252, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 1, recall: 0.9896, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.1759,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 863224.5012, mean_absolute_error: 0.0745, 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: 0.1491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.3884,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8431, kappa: 0.7489, kb_relative_information_score: 472664.39, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8446, predictive_accuracy: 0.8452, prior_entropy: 2.8074, recall: 0.8452, relative_absolute_error: 0.2863, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.5119,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6829, f_measure: 0.3232, kappa: 0.1538, kb_relative_information_score: 158949.5578, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4283, predictive_accuracy: 0.3841, prior_entropy: 2.3219, recall: 0.3841, relative_absolute_error: 0.9309, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3833, root_relative_squared_error: 0.9583,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.851, kappa: 0.8063, kb_relative_information_score: 752973.5207, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8537, predictive_accuracy: 0.851, prior_entropy: 2.3219, recall: 0.851, relative_absolute_error: 0.3236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.5193,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.7644, kappa: 0.7119, kb_relative_information_score: 720246.2811, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7693, predictive_accuracy: 0.7767, prior_entropy: 2.585, recall: 0.7767, relative_absolute_error: 0.3649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.6057,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8885, kappa: 0.7739, kb_relative_information_score: 686841.1478, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8886, predictive_accuracy: 0.8886, prior_entropy: 1, recall: 0.8886, relative_absolute_error: 0.3376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2866, root_relative_squared_error: 0.5732,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.8839, kappa: 0.765, kb_relative_information_score: 680849.1195, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8839, predictive_accuracy: 0.8839, prior_entropy: 1, recall: 0.8839, relative_absolute_error: 0.3433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.5886,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9466, kappa: 0.8684, kb_relative_information_score: 932850.2083, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9461, predictive_accuracy: 0.9479, prior_entropy: 2.585, recall: 0.9479, relative_absolute_error: 0.092, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.3037,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.8806, kappa: 0.764, kb_relative_information_score: 844452.3048, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2082, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.4685,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.6935, kappa: 0.6594, kb_relative_information_score: 646110.671, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.694, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6993,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.668, kappa: 0.5758, kb_relative_information_score: 532456.1124, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6665, predictive_accuracy: 0.6818, prior_entropy: 2, recall: 0.6818, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.7458,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8761, f_measure: 0.84, kappa: 0.491, kb_relative_information_score: 590151.1231, mean_absolute_error: 0.2176, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8391, predictive_accuracy: 0.8499, prior_entropy: 1, recall: 0.8499, relative_absolute_error: 0.4352, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3283, root_relative_squared_error: 0.6565,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6912, f_measure: 0.6315, kappa: 0.264, kb_relative_information_score: 110028.7666, mean_absolute_error: 0.4078, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6569, predictive_accuracy: 0.6504, prior_entropy: 1, recall: 0.6504, relative_absolute_error: 0.8157, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.478, root_relative_squared_error: 0.9561,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6675, f_measure: 0.596, kappa: 0.1923, kb_relative_information_score: 197900.1666, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7166, 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: 0.4518, root_relative_squared_error: 0.9035,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9491, kappa: 0.885, kb_relative_information_score: 855115.2175, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9494, predictive_accuracy: 0.949, prior_entropy: 1, recall: 0.949, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.3778,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.8251, kappa: 0.6484, kb_relative_information_score: 503908.1386, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8254, predictive_accuracy: 0.8254, prior_entropy: 1, recall: 0.8254, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.7077,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.8427, kappa: 0.8067, kb_relative_information_score: 808181.0908, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8428, predictive_accuracy: 0.8433, prior_entropy: 2.585, recall: 0.8433, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.5213,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 557305.6428, 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,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9838, kappa: 0.8328, kb_relative_information_score: 376241.516, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9843, predictive_accuracy: 0.9835, prior_entropy: 1, recall: 0.9835, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.2249,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.885, f_measure: 0.7936, kappa: 0.5889, kb_relative_information_score: 555641.0419, mean_absolute_error: 0.2501, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.8067, predictive_accuracy: 0.793, prior_entropy: 1, recall: 0.793, relative_absolute_error: 0.5002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3728, root_relative_squared_error: 0.7456,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8082, kappa: 0.6708, kb_relative_information_score: 668824.2101, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8107, predictive_accuracy: 0.8195, prior_entropy: 3.3219, recall: 0.8195, relative_absolute_error: 0.342, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.542,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.8648, kappa: 0.1198, kb_relative_information_score: 249414.9785, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.885, predictive_accuracy: 0.9034, prior_entropy: 2.3219, recall: 0.9034, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.8024, kappa: 0.6048, kb_relative_information_score: 741267.2558, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8024, predictive_accuracy: 0.8024, prior_entropy: 2.3219, recall: 0.8024, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.5919,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9545, kappa: 0.9012, kb_relative_information_score: 855281.0869, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9545, predictive_accuracy: 0.9544, prior_entropy: 1, recall: 0.9544, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3705,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9447, kappa: 0.8652, kb_relative_information_score: 932356.5113, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9442, predictive_accuracy: 0.9466, prior_entropy: 2.585, recall: 0.9466, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.308,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.6114, kappa: 0.4949, kb_relative_information_score: 358415.4949, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6258, predictive_accuracy: 0.6167, prior_entropy: 2.3219, recall: 0.6167, relative_absolute_error: 0.7751, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.8418,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8183, f_measure: 0.7719, kappa: 0.4394, kb_relative_information_score: 429855.9513, mean_absolute_error: 0.3008, 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: 0.6017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3891, root_relative_squared_error: 0.7782,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9401, kappa: 0.9091, kb_relative_information_score: 883419.4496, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9402, predictive_accuracy: 0.9401, prior_entropy: 1.585, recall: 0.9401, relative_absolute_error: 0.1425, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.174, root_relative_squared_error: 0.3691,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) 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: 0.9255, kappa: 0.9019, kb_relative_information_score: 910536.8751, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9268, predictive_accuracy: 0.9247, prior_entropy: 2.8074, recall: 0.9247, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.3584,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.5697, kappa: 0.4546, kb_relative_information_score: 458278.5744, mean_absolute_error: 0.2067, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5685, predictive_accuracy: 0.577, prior_entropy: 2.3219, recall: 0.577, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.8262,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.8427, kappa: 0.8067, kb_relative_information_score: 808181.0908, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8428, predictive_accuracy: 0.8433, prior_entropy: 2.585, recall: 0.8433, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.5213,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9838, kappa: 0.8328, kb_relative_information_score: 376241.516, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9843, predictive_accuracy: 0.9835, prior_entropy: 1, recall: 0.9835, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1124, root_relative_squared_error: 0.2249,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9344, kappa: 0.927, kb_relative_information_score: 918029.559, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9347, predictive_accuracy: 0.9343, prior_entropy: 3.3219, recall: 0.9343, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.3344,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.8019, kappa: 0.7765, kb_relative_information_score: 774226.8805, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.8018, predictive_accuracy: 0.803, prior_entropy: 3.1699, recall: 0.803, relative_absolute_error: 0.3236, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.5618,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9063, kappa: 0.8975, kb_relative_information_score: 912652.0853, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9063, prior_entropy: 4.2479, recall: 0.9063, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.382,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9467, kappa: 0.8831, kb_relative_information_score: 842441.6061, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9468, predictive_accuracy: 0.9469, prior_entropy: 1, recall: 0.9469, relative_absolute_error: 0.1727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.4016,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, f_measure: 0.728, kappa: 0.3867, kb_relative_information_score: 12379.3192, mean_absolute_error: 0.3598, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7313, predictive_accuracy: 0.7398, prior_entropy: 1, recall: 0.7398, relative_absolute_error: 0.7197, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4202, root_relative_squared_error: 0.8404,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8399, kappa: 0.5458, kb_relative_information_score: 29169.2775, mean_absolute_error: 0.2132, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.839, predictive_accuracy: 0.8464, prior_entropy: 1, recall: 0.8464, relative_absolute_error: 0.4264, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.6621,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9423, kappa: 0.8845, kb_relative_information_score: 830786.3425, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9423, predictive_accuracy: 0.9423, prior_entropy: 1, recall: 0.9423, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.4152,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.8867, kappa: 0.8307, kb_relative_information_score: 793008.6932, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8871, predictive_accuracy: 0.8871, prior_entropy: 1.585, recall: 0.8871, relative_absolute_error: 0.2518, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.234, root_relative_squared_error: 0.4965,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.8019, kappa: 0.7765, kb_relative_information_score: 774226.8805, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.8018, predictive_accuracy: 0.803, prior_entropy: 3.1699, recall: 0.803, relative_absolute_error: 0.3236, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.5618,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.5697, kappa: 0.4546, kb_relative_information_score: 458278.5744, mean_absolute_error: 0.2067, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5685, predictive_accuracy: 0.577, prior_entropy: 2.3219, recall: 0.577, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.8262,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9344, kappa: 0.927, kb_relative_information_score: 918029.559, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9347, predictive_accuracy: 0.9343, prior_entropy: 3.3219, recall: 0.9343, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.3344,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8571, kappa: 0.8418, kb_relative_information_score: 863660.0089, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8568, predictive_accuracy: 0.8576, prior_entropy: 3.3219, recall: 0.8576, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.4658,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9063, kappa: 0.8975, kb_relative_information_score: 912652.0853, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9063, prior_entropy: 4.2479, recall: 0.9063, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.382,

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