OpenML

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6683, f_measure: 0.5973, kappa: 0.194, kb_relative_information_score: 201611.1827, mean_absolute_error: 0.4064, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.715, predictive_accuracy: 0.6661, prior_entropy: 1, recall: 0.6661, relative_absolute_error: 0.8129, 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.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.8926, kappa: 0.7824, kb_relative_information_score: 698825.4032, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8927, predictive_accuracy: 0.8928, prior_entropy: 1, recall: 0.8928, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.281, root_relative_squared_error: 0.5619,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.89, kappa: 0.7776, kb_relative_information_score: 696195.2221, mean_absolute_error: 0.1631, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8901, predictive_accuracy: 0.89, prior_entropy: 1, recall: 0.89, relative_absolute_error: 0.3262, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.5706,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8395, kappa: 0.6773, kb_relative_information_score: 504843.2443, mean_absolute_error: 0.2673, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8398, prior_entropy: 1, recall: 0.8398, relative_absolute_error: 0.5345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3432, root_relative_squared_error: 0.6863,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9548, kappa: 0.9497, kb_relative_information_score: 939285.1462, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.955, predictive_accuracy: 0.9548, prior_entropy: 3.3219, recall: 0.9548, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.279,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.7899, kappa: 0.5758, kb_relative_information_score: 565078.2388, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7923, predictive_accuracy: 0.7893, prior_entropy: 1, recall: 0.7893, relative_absolute_error: 0.4887, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3824, root_relative_squared_error: 0.7647,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.892, kappa: 0.8386, kb_relative_information_score: 787221.6127, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8924, predictive_accuracy: 0.8924, prior_entropy: 1.585, recall: 0.8924, relative_absolute_error: 0.2629, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.4866,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7036, f_measure: 0.4232, kappa: 0.2261, kb_relative_information_score: 371627.9074, mean_absolute_error: 0.2049, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.4124, predictive_accuracy: 0.4543, prior_entropy: 2.585, recall: 0.4543, relative_absolute_error: 0.7375, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3535, root_relative_squared_error: 0.9485,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.852, kappa: 0.7054, kb_relative_information_score: 57337.998, mean_absolute_error: 0.2248, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8595, predictive_accuracy: 0.8527, prior_entropy: 1, recall: 0.8527, relative_absolute_error: 0.4496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.6696,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9573, kappa: 0.9144, kb_relative_information_score: 875534.255, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.958, predictive_accuracy: 0.9572, prior_entropy: 1, recall: 0.9572, relative_absolute_error: 0.1356, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.3682,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.8388, kappa: 0.676, kb_relative_information_score: 503522.1841, mean_absolute_error: 0.2679, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8393, predictive_accuracy: 0.8391, prior_entropy: 1, recall: 0.8391, relative_absolute_error: 0.5358, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3435, root_relative_squared_error: 0.687,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4905, f_measure: 0.5333, kappa: -0.0149, kb_relative_information_score: 1035.886, mean_absolute_error: 0.5005, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5311, predictive_accuracy: 0.5358, prior_entropy: 1, recall: 0.5358, relative_absolute_error: 1.001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6336, root_relative_squared_error: 1.2672,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8767, f_measure: 0.7903, kappa: 0.5773, kb_relative_information_score: 565437.5158, mean_absolute_error: 0.2441, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7937, predictive_accuracy: 0.7896, prior_entropy: 1, recall: 0.7896, relative_absolute_error: 0.4882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3855, root_relative_squared_error: 0.771,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8748, kappa: 0.7496, kb_relative_information_score: 808402.6057, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8748, predictive_accuracy: 0.8748, prior_entropy: 2.3219, recall: 0.8748, relative_absolute_error: 0.2773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.4972,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9475, kappa: 0.9127, kb_relative_information_score: 1330558.8634, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.9478, predictive_accuracy: 0.9485, prior_entropy: 3.3219, recall: 0.9485, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.099, root_relative_squared_error: 0.33,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.919, kappa: 0.9113, kb_relative_information_score: 925177.2124, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9221, predictive_accuracy: 0.9189, prior_entropy: 4.2479, recall: 0.9189, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.3519,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9475, kappa: 0.9127, kb_relative_information_score: 1330558.8634, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.9478, predictive_accuracy: 0.9485, prior_entropy: 3.3219, recall: 0.9485, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.099, root_relative_squared_error: 0.33,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.919, kappa: 0.9113, kb_relative_information_score: 925177.2124, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9221, predictive_accuracy: 0.9189, prior_entropy: 4.2479, recall: 0.9189, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.3519,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.919, kappa: 0.9113, kb_relative_information_score: 925177.2124, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9221, predictive_accuracy: 0.9189, prior_entropy: 4.2479, recall: 0.9189, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.3519,

Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) 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: 0.9794, kb_relative_information_score: 973116.782, mean_absolute_error: 0.0143, 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: 0.0286, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.1755,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9698, kappa: 0.9363, kb_relative_information_score: 119465.8342, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9698, predictive_accuracy: 0.9698, prior_entropy: 1, recall: 0.9698, relative_absolute_error: 0.0967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1537, root_relative_squared_error: 0.3074,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9572, kappa: 0.9143, kb_relative_information_score: 875619.561, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9579, predictive_accuracy: 0.9572, prior_entropy: 1, recall: 0.9572, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3684,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9454, kappa: 0.8908, kb_relative_information_score: 834215.7319, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9454, predictive_accuracy: 0.9454, prior_entropy: 1, recall: 0.9454, relative_absolute_error: 0.1813, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.202, root_relative_squared_error: 0.404,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9269, kappa: 0.8828, kb_relative_information_score: 525740.2837, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9273, predictive_accuracy: 0.927, prior_entropy: 2.8074, recall: 0.927, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.3585,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8776, kappa: 0.7552, kb_relative_information_score: 810782.8562, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8776, predictive_accuracy: 0.8776, prior_entropy: 2.3219, recall: 0.8776, relative_absolute_error: 0.2744, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4932,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.8976, kappa: 0.7953, kb_relative_information_score: 834154.0831, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8976, predictive_accuracy: 0.8976, prior_entropy: 2.3219, recall: 0.8976, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.4613,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.7407, kappa: 0.7105, kb_relative_information_score: 697440.1185, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7435, predictive_accuracy: 0.7394, prior_entropy: 3.3219, recall: 0.7394, relative_absolute_error: 0.4257, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.6456,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9191, kappa: 0.8657, kb_relative_information_score: 1300097.8811, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.9197, predictive_accuracy: 0.921, prior_entropy: 3.3219, recall: 0.921, relative_absolute_error: 0.2005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.386,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9147, kappa: 0.856, kb_relative_information_score: 730551.8164, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.9182, predictive_accuracy: 0.9202, prior_entropy: 3.3219, recall: 0.9202, relative_absolute_error: 0.2319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.3998,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9189, kappa: 0.9112, kb_relative_information_score: 924300.55, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.922, predictive_accuracy: 0.9189, prior_entropy: 4.2479, recall: 0.9189, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0789, root_relative_squared_error: 0.3534,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9145, kappa: 0.8891, kb_relative_information_score: 853191.0164, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.915, predictive_accuracy: 0.9144, prior_entropy: 2.3219, recall: 0.9144, relative_absolute_error: 0.1994, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.3974,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.8537, kappa: 0.8105, kb_relative_information_score: 753665.8609, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8552, predictive_accuracy: 0.8542, prior_entropy: 2.3219, recall: 0.8542, relative_absolute_error: 0.3189, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.5098,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.8892, kappa: 0.8559, kb_relative_information_score: 797798.1047, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.891, predictive_accuracy: 0.889, prior_entropy: 2.3219, recall: 0.889, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.4585,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.5575, kappa: 0.4245, kb_relative_information_score: 381889.4424, mean_absolute_error: 0.2386, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5626, predictive_accuracy: 0.5617, prior_entropy: 2.3219, recall: 0.5617, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3412, root_relative_squared_error: 0.853,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.9007, kappa: 0.7961, kb_relative_information_score: 31832.8088, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.901, predictive_accuracy: 0.901, prior_entropy: 1, recall: 0.901, relative_absolute_error: 0.322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5452,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.884, kappa: 0.7534, kb_relative_information_score: 623739.2861, mean_absolute_error: 0.2074, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.885, predictive_accuracy: 0.885, prior_entropy: 1, recall: 0.885, relative_absolute_error: 0.4148, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3183, root_relative_squared_error: 0.6365,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8867, f_measure: 0.8874, kappa: 0.7606, kb_relative_information_score: 646988.9854, mean_absolute_error: 0.1956, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8885, predictive_accuracy: 0.8884, prior_entropy: 1, recall: 0.8884, relative_absolute_error: 0.3912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3132, root_relative_squared_error: 0.6265,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.8521, kappa: 0.8072, kb_relative_information_score: 652267.3043, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8553, predictive_accuracy: 0.8518, prior_entropy: 2.3219, recall: 0.8518, relative_absolute_error: 0.479, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2355, root_relative_squared_error: 0.5887,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9533, kappa: 0.8975, kb_relative_information_score: 857736.7467, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9533, predictive_accuracy: 0.9534, prior_entropy: 1, recall: 0.9534, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.3752,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9156, kappa: 0.8425, kb_relative_information_score: 863512.436, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9158, predictive_accuracy: 0.9162, prior_entropy: 2, recall: 0.9162, relative_absolute_error: 0.1799, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.4089,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.71, f_measure: 0.537, kappa: 0.2812, kb_relative_information_score: 12667.081, mean_absolute_error: 0.3775, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5361, predictive_accuracy: 0.5394, prior_entropy: 1.585, recall: 0.5394, relative_absolute_error: 0.8493, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4352, root_relative_squared_error: 0.9232,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.89, kappa: 0.7775, kb_relative_information_score: 696092.9412, mean_absolute_error: 0.1632, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.89, predictive_accuracy: 0.89, prior_entropy: 1, recall: 0.89, relative_absolute_error: 0.3263, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.5706,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8831, kappa: 0.2711, kb_relative_information_score: 255050.5158, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8855, predictive_accuracy: 0.9132, prior_entropy: 2.3219, recall: 0.9132, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.4131,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.8859, kappa: 0.8733, kb_relative_information_score: 862784.8549, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8862, predictive_accuracy: 0.886, prior_entropy: 3.3219, recall: 0.886, relative_absolute_error: 0.2133, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1289, root_relative_squared_error: 0.4297,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7162, f_measure: 0.4358, kappa: 0.244, kb_relative_information_score: 379942.593, mean_absolute_error: 0.204, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.427, predictive_accuracy: 0.4721, prior_entropy: 2.585, recall: 0.4721, relative_absolute_error: 0.7343, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3451, root_relative_squared_error: 0.9259,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9858, kappa: 0.9823, kb_relative_information_score: 977224.0255, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9858, predictive_accuracy: 0.9858, prior_entropy: 2.585, recall: 0.9858, relative_absolute_error: 0.0353, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1642,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.8877, kappa: 0.7786, kb_relative_information_score: 849467.4725, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8869, predictive_accuracy: 0.8897, prior_entropy: 2.3219, recall: 0.8897, relative_absolute_error: 0.2054, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.4517,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8651, f_measure: 0.3979, kappa: 0.3799, kb_relative_information_score: 451003.02, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3991, predictive_accuracy: 0.4038, prior_entropy: 4.7004, recall: 0.4038, relative_absolute_error: 0.7346, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.8868,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.8924, kappa: 0.7819, kb_relative_information_score: 698684.1281, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8924, predictive_accuracy: 0.8925, prior_entropy: 1, recall: 0.8925, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.5626,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.7006, kappa: 0.617, kb_relative_information_score: 562985.0143, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6983, predictive_accuracy: 0.7127, prior_entropy: 2, recall: 0.7127, relative_absolute_error: 0.5422, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.7098,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9256, kappa: 0.7696, kb_relative_information_score: 782605.5078, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9254, predictive_accuracy: 0.9271, prior_entropy: 1, recall: 0.9271, relative_absolute_error: 0.2365, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.4643,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.838, kappa: 0.6743, kb_relative_information_score: 504367.4508, mean_absolute_error: 0.2672, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8385, predictive_accuracy: 0.8383, prior_entropy: 1, recall: 0.8383, relative_absolute_error: 0.5344, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.6886,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.8958, kappa: 0.8642, kb_relative_information_score: 859979.1837, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8964, predictive_accuracy: 0.8959, prior_entropy: 2.8074, recall: 0.8959, relative_absolute_error: 0.1949, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.4299,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8369, f_measure: 0.7709, kappa: 0.4841, kb_relative_information_score: 15719.2971, mean_absolute_error: 0.3174, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.775, predictive_accuracy: 0.7795, prior_entropy: 1, recall: 0.7795, relative_absolute_error: 0.6348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3914, root_relative_squared_error: 0.7827,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8368, kappa: 0.5383, kb_relative_information_score: 28583.1495, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8352, predictive_accuracy: 0.8425, prior_entropy: 1, recall: 0.8425, relative_absolute_error: 0.438, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3315, root_relative_squared_error: 0.663,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9072, f_measure: 0.6075, kappa: 0.5686, kb_relative_information_score: 574490.6011, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6079, predictive_accuracy: 0.6078, prior_entropy: 3.4594, recall: 0.6078, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.7733,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.8919, kappa: 0.8385, kb_relative_information_score: 787684.0099, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8923, predictive_accuracy: 0.8923, prior_entropy: 1.585, recall: 0.8923, relative_absolute_error: 0.2622, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2293, root_relative_squared_error: 0.4863,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9173, kappa: 0.8952, kb_relative_information_score: 800839.5325, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9183, predictive_accuracy: 0.9179, prior_entropy: 2.585, recall: 0.9179, relative_absolute_error: 0.3153, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.4624,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9472, kappa: 0.9198, kb_relative_information_score: 890558.6, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9472, predictive_accuracy: 0.9472, prior_entropy: 1.585, recall: 0.9472, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1642, root_relative_squared_error: 0.3483,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.8213, kappa: 0.8002, kb_relative_information_score: 817455.3446, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8202, prior_entropy: 3.3219, recall: 0.8202, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.5258,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.8677, kappa: 0.8389, kb_relative_information_score: 826178.8508, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8669, predictive_accuracy: 0.8696, prior_entropy: 2.585, recall: 0.8696, relative_absolute_error: 0.2377, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.4715,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9776, kappa: 0.9308, kb_relative_information_score: 889137.0057, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9786, predictive_accuracy: 0.978, prior_entropy: 1, recall: 0.978, relative_absolute_error: 0.1304, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1334, root_relative_squared_error: 0.2669,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9482, kappa: 0.8829, kb_relative_information_score: 856035.4084, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9486, predictive_accuracy: 0.948, prior_entropy: 1, recall: 0.948, 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.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999972.8766, 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: 0.0041,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999948.0883, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0028, root_relative_squared_error: 0.0056,

Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Stagger3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999992.7124, 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: 0.0014, root_relative_squared_error: 0.0029,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9616, kappa: 0.9139, kb_relative_information_score: 428957.9454, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9619, predictive_accuracy: 0.9614, prior_entropy: 1, recall: 0.9614, relative_absolute_error: 0.1345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.3435,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6585, f_measure: 0.6274, kappa: 0.2445, kb_relative_information_score: 114006.783, mean_absolute_error: 0.4006, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6307, predictive_accuracy: 0.6338, prior_entropy: 1, recall: 0.6338, relative_absolute_error: 0.8012, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5103, root_relative_squared_error: 1.0207,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.8366, kappa: 0.8157, kb_relative_information_score: 800980.3234, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.8363, predictive_accuracy: 0.8374, prior_entropy: 3.1699, recall: 0.8374, relative_absolute_error: 0.2967, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.5157,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.8535, kappa: 0.7083, kb_relative_information_score: 57609.9113, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8609, predictive_accuracy: 0.8542, prior_entropy: 1, recall: 0.8542, relative_absolute_error: 0.4469, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.6622,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.5394, kappa: -0.0051, kb_relative_information_score: 2436.221, mean_absolute_error: 0.4951, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5357, predictive_accuracy: 0.544, prior_entropy: 1, recall: 0.544, relative_absolute_error: 0.9903, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6113, root_relative_squared_error: 1.2226,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.7755, kappa: 0.4494, kb_relative_information_score: 434795.2018, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7767, predictive_accuracy: 0.786, prior_entropy: 1, recall: 0.786, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3863, root_relative_squared_error: 0.7725,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9533, kappa: 0.948, kb_relative_information_score: 938714.7238, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9534, predictive_accuracy: 0.9532, prior_entropy: 3.3219, recall: 0.9532, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2833,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9964, kappa: 0.9624, kb_relative_information_score: 394456.4058, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9964, predictive_accuracy: 0.9965, prior_entropy: 1, recall: 0.9965, relative_absolute_error: 0.0155, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.055, root_relative_squared_error: 0.1099,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.8722, kappa: 0.8505, kb_relative_information_score: 847352.8647, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8732, predictive_accuracy: 0.8718, prior_entropy: 2.8074, recall: 0.8718, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.161, root_relative_squared_error: 0.46,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9673, kappa: 0.929, kb_relative_information_score: 884292.6345, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9674, predictive_accuracy: 0.9672, prior_entropy: 1, recall: 0.9672, relative_absolute_error: 0.1291, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.3184,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.957, kappa: 0.9139, kb_relative_information_score: 875287.4918, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9577, predictive_accuracy: 0.957, prior_entropy: 1, recall: 0.957, relative_absolute_error: 0.1357, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.185, root_relative_squared_error: 0.3699,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9584, kappa: 0.8976, kb_relative_information_score: 947559.5931, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9581, predictive_accuracy: 0.9592, prior_entropy: 2.585, recall: 0.9592, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1009, root_relative_squared_error: 0.2709,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 972169.5059, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.181,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9442, kappa: 0.8885, kb_relative_information_score: 832361.3037, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9443, predictive_accuracy: 0.9442, prior_entropy: 1, recall: 0.9442, relative_absolute_error: 0.1829, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.4083,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9694, kappa: 0.9354, kb_relative_information_score: 119408.9437, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9694, predictive_accuracy: 0.9694, prior_entropy: 1, recall: 0.9694, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1549, root_relative_squared_error: 0.3098,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8728, f_measure: 0.7904, kappa: 0.5778, kb_relative_information_score: 566411.3531, mean_absolute_error: 0.2436, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7944, predictive_accuracy: 0.7897, prior_entropy: 1, recall: 0.7897, relative_absolute_error: 0.4871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3879, root_relative_squared_error: 0.7759,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6682, f_measure: 0.5972, kappa: 0.1938, kb_relative_information_score: 201447.4137, mean_absolute_error: 0.4065, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7147, predictive_accuracy: 0.666, prior_entropy: 1, recall: 0.666, relative_absolute_error: 0.8131, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4518, root_relative_squared_error: 0.9036,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9174, kappa: 0.9094, kb_relative_information_score: 922286.4363, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9205, predictive_accuracy: 0.9173, prior_entropy: 4.2479, recall: 0.9173, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0799, root_relative_squared_error: 0.3579,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.8766, kappa: 0.7531, kb_relative_information_score: 810687.9264, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8766, predictive_accuracy: 0.8766, prior_entropy: 2.3219, recall: 0.8766, relative_absolute_error: 0.2741, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4941,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9208, kappa: 0.873, kb_relative_information_score: 523380.0564, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9211, predictive_accuracy: 0.9209, prior_entropy: 2.8074, recall: 0.9209, relative_absolute_error: 0.1543, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.3722,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.887, kappa: 0.8074, kb_relative_information_score: 718341.8631, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8904, predictive_accuracy: 0.8937, prior_entropy: 3.3219, recall: 0.8937, relative_absolute_error: 0.2524, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.437,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.8964, kappa: 0.7928, kb_relative_information_score: 833759.9229, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8964, predictive_accuracy: 0.8964, prior_entropy: 2.3219, recall: 0.8964, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.4628,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.7405, kappa: 0.7103, kb_relative_information_score: 697185.0709, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7429, predictive_accuracy: 0.7393, prior_entropy: 3.3219, recall: 0.7393, relative_absolute_error: 0.426, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.194, root_relative_squared_error: 0.6468,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.8983, kappa: 0.8307, kb_relative_information_score: 1284142.8977, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8989, predictive_accuracy: 0.9004, prior_entropy: 3.3219, recall: 0.9004, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.416,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9123, kappa: 0.8861, kb_relative_information_score: 851594.0364, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9128, predictive_accuracy: 0.9121, prior_entropy: 2.3219, recall: 0.9121, relative_absolute_error: 0.2008, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.402,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8512, kappa: 0.8072, kb_relative_information_score: 749778.3977, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8527, predictive_accuracy: 0.8516, prior_entropy: 2.3219, recall: 0.8516, relative_absolute_error: 0.3253, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.5143,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.8888, kappa: 0.8555, kb_relative_information_score: 793913.025, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8887, prior_entropy: 2.3219, recall: 0.8887, relative_absolute_error: 0.2799, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.4615,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.5518, kappa: 0.4171, kb_relative_information_score: 383946.4077, mean_absolute_error: 0.2375, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5561, predictive_accuracy: 0.5557, prior_entropy: 2.3219, recall: 0.5557, relative_absolute_error: 0.7421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.8572,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.8987, kappa: 0.7922, kb_relative_information_score: 31960.7474, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8991, predictive_accuracy: 0.8991, prior_entropy: 1, recall: 0.8991, relative_absolute_error: 0.3178, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2744, root_relative_squared_error: 0.5489,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8905, kappa: 0.7672, kb_relative_information_score: 637725.7394, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8918, predictive_accuracy: 0.8916, prior_entropy: 1, recall: 0.8916, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3123, root_relative_squared_error: 0.6246,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.888, kappa: 0.762, kb_relative_information_score: 647905.6792, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8891, predictive_accuracy: 0.889, prior_entropy: 1, recall: 0.889, relative_absolute_error: 0.3904, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.6253,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.8474, kappa: 0.8012, kb_relative_information_score: 652124.0845, mean_absolute_error: 0.1531, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8501, predictive_accuracy: 0.8472, prior_entropy: 2.3219, recall: 0.8472, relative_absolute_error: 0.4785, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.5937,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9532, kappa: 0.8972, kb_relative_information_score: 858162.3525, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9532, predictive_accuracy: 0.9533, prior_entropy: 1, recall: 0.9533, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.3762,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9153, kappa: 0.8419, kb_relative_information_score: 862946.3917, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9154, predictive_accuracy: 0.9159, prior_entropy: 2, recall: 0.9159, relative_absolute_error: 0.1806, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.4098,

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