OpenML

Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.2271, kappa: 0.0004, kb_relative_information_score: 119943.2394, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2271, predictive_accuracy: 0.2271, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2271, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.556, root_relative_squared_error: 1.3901, run_cpu_time: 6.8,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.6956, kappa: 0.6619, kb_relative_information_score: 637667.6632, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6957, prior_entropy: 3.3219, ram_hours: 0.0005, recall: 0.6957, relative_absolute_error: 0.5111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.21, root_relative_squared_error: 0.7, run_cpu_time: 193.44,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.8839, kappa: 0.7648, kb_relative_information_score: 425292.5296, mean_absolute_error: 0.3144, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8838, predictive_accuracy: 0.8839, prior_entropy: 1, ram_hours: 0.0003, recall: 0.8839, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6944, run_cpu_time: 85.48,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4941, f_measure: 0.2573, kappa: -0, kb_relative_information_score: 4284.4633, mean_absolute_error: 0.4309, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.313, predictive_accuracy: 0.4277, prior_entropy: 1.585, ram_hours: 0, recall: 0.4277, relative_absolute_error: 0.9696, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4642, root_relative_squared_error: 0.9847, run_cpu_time: 0.32,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.063, kappa: -0.0005, kb_relative_information_score: 814.7292, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0926, predictive_accuracy: 0.0999, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0999, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, run_cpu_time: 28.11,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.498, kappa: -0.0017, kb_relative_information_score: 569319.5321, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4992, predictive_accuracy: 0.4992, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4992, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3162, root_relative_squared_error: 0.7906, run_cpu_time: 7.08,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4931, kb_relative_information_score: 584236.7541, mean_absolute_error: 0.1461, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4031, predictive_accuracy: 0.6349, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6349, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3822, root_relative_squared_error: 0.9554, run_cpu_time: 7.99,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1855, kb_relative_information_score: -291040, mean_absolute_error: 0.6455, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1257, predictive_accuracy: 0.3545, prior_entropy: 1, ram_hours: 0, recall: 0.3545, relative_absolute_error: 1.291, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8034, root_relative_squared_error: 1.6069, run_cpu_time: 8.62,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.6538, kappa: 0.6162, kb_relative_information_score: 632473.8528, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6557, predictive_accuracy: 0.6546, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6546, relative_absolute_error: 0.4319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.246, root_relative_squared_error: 0.8199, run_cpu_time: 28.8,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.5284, kappa: -0, kb_relative_information_score: 132106.4423, mean_absolute_error: 0.4471, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5236, predictive_accuracy: 0.6628, prior_entropy: 1, ram_hours: 0, recall: 0.6628, relative_absolute_error: 0.8943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4728, root_relative_squared_error: 0.9455, run_cpu_time: 9.53,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.7229, kappa: 0.6379, kb_relative_information_score: 676786.189, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7204, predictive_accuracy: 0.7305, prior_entropy: 2.585, ram_hours: 0, recall: 0.7305, relative_absolute_error: 0.4039, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.6711, run_cpu_time: 19.55,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0, kb_relative_information_score: -76519.2995, mean_absolute_error: 0.285, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0024, prior_entropy: 2.8074, ram_hours: 0.0033, recall: 0.0024, relative_absolute_error: 1.1637, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5337, root_relative_squared_error: 1.5252, run_cpu_time: 84.22,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.459, kappa: 0.315, kb_relative_information_score: 256903.1789, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.451, predictive_accuracy: 0.489, prior_entropy: 2.3219, ram_hours: 0, recall: 0.489, relative_absolute_error: 0.87, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3707, root_relative_squared_error: 0.9269, run_cpu_time: 9,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.018, kb_relative_information_score: 58277.346, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0099, predictive_accuracy: 0.0995, prior_entropy: 3.3219, ram_hours: 0.0064, recall: 0.0995, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 99.25,

Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8913, kappa: 0.7642, kb_relative_information_score: 707828.9984, mean_absolute_error: 0.1552, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8915, predictive_accuracy: 0.8912, prior_entropy: 1, ram_hours: 0, recall: 0.8912, relative_absolute_error: 0.3105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.5653, run_cpu_time: 17.8,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7291, f_measure: 0.7245, kappa: 0.4479, kb_relative_information_score: 400224.6506, mean_absolute_error: 0.3072, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7259, predictive_accuracy: 0.7242, prior_entropy: 1, ram_hours: 0, recall: 0.7242, relative_absolute_error: 0.6143, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4864, root_relative_squared_error: 0.9728, run_cpu_time: 25.09,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.7888, kappa: 0.7537, kb_relative_information_score: 779638.045, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.7996, predictive_accuracy: 0.7889, prior_entropy: 2.8074, ram_hours: 0, recall: 0.7889, relative_absolute_error: 0.2908, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.204, root_relative_squared_error: 0.5831, run_cpu_time: 32.7,

Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.8342, kappa: 0.7525, kb_relative_information_score: 714666.7563, mean_absolute_error: 0.151, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8347, predictive_accuracy: 0.835, prior_entropy: 1.585, ram_hours: 0, recall: 0.835, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.6026, run_cpu_time: 35.19,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5127, f_measure: 0.4624, kappa: 0.0269, kb_relative_information_score: 378997.9614, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.461, predictive_accuracy: 0.4814, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4814, relative_absolute_error: 0.5768, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.322, root_relative_squared_error: 1.0735, run_cpu_time: 5.69,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9661, kappa: 0.9576, kb_relative_information_score: 956422.0258, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9661, predictive_accuracy: 0.9662, prior_entropy: 2.585, ram_hours: 0, recall: 0.9662, relative_absolute_error: 0.0585, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.2553, run_cpu_time: 53.48,

Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2515, kb_relative_information_score: -154046, mean_absolute_error: 0.577, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1789, predictive_accuracy: 0.423, prior_entropy: 1, ram_hours: 0, recall: 0.423, relative_absolute_error: 1.154, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7596, root_relative_squared_error: 1.5192, run_cpu_time: 17.13,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7288, f_measure: 0.459, kappa: 0.3143, kb_relative_information_score: 256822.4983, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4525, predictive_accuracy: 0.4886, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4886, relative_absolute_error: 0.87, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3709, root_relative_squared_error: 0.9272, run_cpu_time: 9.49,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5039, f_measure: 0.9102, kappa: 0.015, kb_relative_information_score: 877118, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9225, predictive_accuracy: 0.939, prior_entropy: 1, ram_hours: 0, recall: 0.939, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2474, root_relative_squared_error: 0.4947, run_cpu_time: 13.01,

Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.8978, kappa: 0.7798, kb_relative_information_score: 715766.1161, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8978, predictive_accuracy: 0.8983, prior_entropy: 1, ram_hours: 0.001, recall: 0.8983, relative_absolute_error: 0.3069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2761, root_relative_squared_error: 0.5522, run_cpu_time: 161.11,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8009, f_measure: 0.826, kappa: 0.628, kb_relative_information_score: 662848, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8356, predictive_accuracy: 0.8313, prior_entropy: 1, ram_hours: 0, recall: 0.8313, relative_absolute_error: 0.3372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4103, root_relative_squared_error: 0.8206, run_cpu_time: 4.62,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5629, f_measure: 0.6586, kappa: 0.1569, kb_relative_information_score: 432136, mean_absolute_error: 0.2839, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6876, predictive_accuracy: 0.7162, prior_entropy: 1, ram_hours: 0, recall: 0.7162, relative_absolute_error: 0.5679, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5326, root_relative_squared_error: 1.0652, run_cpu_time: 8.9,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6328, f_measure: 0.4596, kappa: 0.1892, kb_relative_information_score: 12667.9376, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5151, predictive_accuracy: 0.4784, prior_entropy: 1.585, ram_hours: 0, recall: 0.4784, relative_absolute_error: 0.855, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4793, root_relative_squared_error: 1.0168, run_cpu_time: 0.71,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9838, kappa: 0.9798, kb_relative_information_score: 979847.797, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9839, predictive_accuracy: 0.9839, prior_entropy: 2.585, ram_hours: 0, recall: 0.9839, relative_absolute_error: 0.0279, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0635, root_relative_squared_error: 0.1704, run_cpu_time: 32.27,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.8669, kappa: 0.7338, kb_relative_information_score: 804058.0589, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8669, predictive_accuracy: 0.8669, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8669, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.5173, run_cpu_time: 30.58,

Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9857, kappa: 0.9822, kb_relative_information_score: 976227.0963, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9857, predictive_accuracy: 0.9858, prior_entropy: 2.585, ram_hours: 0, recall: 0.9858, relative_absolute_error: 0.0374, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.062, root_relative_squared_error: 0.1664, run_cpu_time: 299.98,

Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9247, kappa: 0.8792, kb_relative_information_score: 505505.6272, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9247, predictive_accuracy: 0.9251, prior_entropy: 2.8074, ram_hours: 0.0666, recall: 0.9251, relative_absolute_error: 0.2159, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.4072, run_cpu_time: 1074.24,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.6557, kappa: -0, kb_relative_information_score: 630153.1546, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5769, predictive_accuracy: 0.7595, prior_entropy: 2.585, ram_hours: 0, recall: 0.7595, relative_absolute_error: 0.4838, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.6956, run_cpu_time: 18.15,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, f_measure: 0.9199, kappa: 0.1547, kb_relative_information_score: 828973.8837, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9196, predictive_accuracy: 0.9397, prior_entropy: 1, ram_hours: 0.0001, recall: 0.9397, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.218, root_relative_squared_error: 0.436, run_cpu_time: 80.42,

Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8217, f_measure: 0.5694, kappa: 0.4435, kb_relative_information_score: 494340.9984, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5683, predictive_accuracy: 0.6097, prior_entropy: 2.585, ram_hours: 0, recall: 0.6097, relative_absolute_error: 0.614, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.8048, run_cpu_time: 20.66,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8202, kappa: 0.7125, kb_relative_information_score: 471120.5566, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.823, predictive_accuracy: 0.8189, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8189, relative_absolute_error: 0.2345, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.5852, run_cpu_time: 42.44,

Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5513, f_measure: 0.1135, kappa: 0.1027, kb_relative_information_score: 156436.583, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1053, predictive_accuracy: 0.1933, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1933, relative_absolute_error: 0.8963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4017, root_relative_squared_error: 1.3389, run_cpu_time: 27.59,

Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.8541, kappa: 0.7053, kb_relative_information_score: 606546.8397, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8547, predictive_accuracy: 0.8539, prior_entropy: 1, ram_hours: 0, recall: 0.8539, relative_absolute_error: 0.4176, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.6535, run_cpu_time: 11.12,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58881.7939, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1001, prior_entropy: 3.3219, ram_hours: 0.0084, recall: 0.1001, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4241, root_relative_squared_error: 1.4138, run_cpu_time: 101.19,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9653, kappa: 0.9268, kb_relative_information_score: 117698.3269, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 1, ram_hours: 0, recall: 0.9653, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.331, run_cpu_time: 6.44,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.0334, kappa: -0.0001, kb_relative_information_score: 168894.1271, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0658, predictive_accuracy: 0.1332, prior_entropy: 4.2479, ram_hours: 0, recall: 0.1332, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.9818, run_cpu_time: 34.19,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.7922, kappa: 0.5331, kb_relative_information_score: 513464.6788, mean_absolute_error: 0.2517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7915, predictive_accuracy: 0.7931, prior_entropy: 1, ram_hours: 0, recall: 0.7931, relative_absolute_error: 0.5033, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3768, root_relative_squared_error: 0.7536, run_cpu_time: 12.27,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(breast-cancer,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7605, f_measure: 0.7384, kappa: 0.3652, kb_relative_information_score: 152199.7408, mean_absolute_error: 0.4391, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7357, predictive_accuracy: 0.7426, prior_entropy: 1, ram_hours: 0.0004, recall: 0.7426, relative_absolute_error: 0.8782, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4499, root_relative_squared_error: 0.8999, run_cpu_time: 85.59,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.8938, kappa: 0.7714, kb_relative_information_score: 717451.331, mean_absolute_error: 0.1512, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8938, predictive_accuracy: 0.8943, prior_entropy: 1, ram_hours: 0, recall: 0.8943, relative_absolute_error: 0.3023, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.573, run_cpu_time: 38.96,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8923, f_measure: 0.8582, kappa: 0.7125, kb_relative_information_score: 602456.7937, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8583, predictive_accuracy: 0.8584, prior_entropy: 1, ram_hours: 0, recall: 0.8584, relative_absolute_error: 0.4317, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.6744, run_cpu_time: 7.1,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8077, f_measure: 0.772, kappa: 0.4429, kb_relative_information_score: 438074.9544, mean_absolute_error: 0.2951, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7714, predictive_accuracy: 0.7807, prior_entropy: 1, ram_hours: 0, recall: 0.7807, relative_absolute_error: 0.5903, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3948, root_relative_squared_error: 0.7896, run_cpu_time: 35.56,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158592.0626, mean_absolute_error: 0.2956, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0017, recall: 0.2612, relative_absolute_error: 0.9236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5435, root_relative_squared_error: 1.3587, run_cpu_time: 83.86,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, kb_relative_information_score: -91401.2992, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0001, predictive_accuracy: 0.0094, prior_entropy: 2.585, ram_hours: 0, recall: 0.0094, relative_absolute_error: 1.1887, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5746, root_relative_squared_error: 1.5419, run_cpu_time: 15.32,

Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.8942, kappa: 0.4278, kb_relative_information_score: 256502.5004, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8918, predictive_accuracy: 0.9106, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9106, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.166, root_relative_squared_error: 0.4149, run_cpu_time: 4.14,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9514, kappa: 0.9027, kb_relative_information_score: 865497.7252, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9521, predictive_accuracy: 0.9514, prior_entropy: 1, ram_hours: 0.0001, recall: 0.9514, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2001, root_relative_squared_error: 0.4003, run_cpu_time: 55.51,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8728, f_measure: 0.8761, kappa: 0.7487, kb_relative_information_score: 752896, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8767, predictive_accuracy: 0.8765, prior_entropy: 1, ram_hours: 0, recall: 0.8765, relative_absolute_error: 0.2471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3511, root_relative_squared_error: 0.7023, run_cpu_time: 9.53,

Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7816, kappa: 0.6338, kb_relative_information_score: 1160924.3002, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7822, predictive_accuracy: 0.784, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.784, relative_absolute_error: 0.3253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.5794, run_cpu_time: 758.06,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8537, kappa: 0.6889, kb_relative_information_score: 584638.537, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8547, predictive_accuracy: 0.8552, prior_entropy: 1, ram_hours: 0, recall: 0.8552, relative_absolute_error: 0.4508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3374, root_relative_squared_error: 0.6748, run_cpu_time: 39.42,

Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7467, f_measure: 0.593, kappa: 0.3121, kb_relative_information_score: 948796.8699, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.595, predictive_accuracy: 0.6079, prior_entropy: 3.3219, ram_hours: 0.0006, recall: 0.6079, relative_absolute_error: 0.5404, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.746, run_cpu_time: 146.44,

Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7313, f_measure: 0.4455, kappa: 0.2741, kb_relative_information_score: 226738.1598, mean_absolute_error: 0.3222, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4713, predictive_accuracy: 0.4565, prior_entropy: 2, ram_hours: 0, recall: 0.4565, relative_absolute_error: 0.8592, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.9301, run_cpu_time: 95.22,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9091, kb_relative_information_score: 819644.4824, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8813, predictive_accuracy: 0.9388, prior_entropy: 1, ram_hours: 0, recall: 0.9388, relative_absolute_error: 0.2006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.4816, run_cpu_time: 9.61,

Jan van Rijn 10 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.1778, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 1454.27,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.9125, kappa: 0.0676, kb_relative_information_score: 818301.8246, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9033, predictive_accuracy: 0.9356, prior_entropy: 1, ram_hours: 0, recall: 0.9356, relative_absolute_error: 0.1952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.4577, run_cpu_time: 14.78,

Jan van Rijn 10 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.1802, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 1480.59,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8236, kappa: 0.7921, kb_relative_information_score: 782248.8519, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8271, predictive_accuracy: 0.8218, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8218, relative_absolute_error: 0.293, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.5624, run_cpu_time: 12.42,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.879, kappa: 0.7342, kb_relative_information_score: 666589.2317, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8805, predictive_accuracy: 0.8808, prior_entropy: 1, ram_hours: 0, recall: 0.8808, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.6332, run_cpu_time: 17.06,

Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) 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 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.091, kappa: 0.0001, kb_relative_information_score: 54886.2201, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.091, predictive_accuracy: 0.091, prior_entropy: 3.4594, ram_hours: 0, recall: 0.091, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4065, root_relative_squared_error: 1.4141, run_cpu_time: 8.82,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.8239, kappa: 0.624, kb_relative_information_score: 547406.7663, mean_absolute_error: 0.2419, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8296, predictive_accuracy: 0.8281, prior_entropy: 1, ram_hours: 0, recall: 0.8281, relative_absolute_error: 0.4837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3816, root_relative_squared_error: 0.7632, run_cpu_time: 4.92,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9294, kappa: 0.9077, kb_relative_information_score: 843895.8823, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9293, prior_entropy: 2.8074, ram_hours: 0.0011, recall: 0.9293, relative_absolute_error: 0.2562, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1404, root_relative_squared_error: 0.4011, run_cpu_time: 171.97,

Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0046, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 127.56,

Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.6772, kappa: 0.6422, kb_relative_information_score: 649720.3935, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6779, predictive_accuracy: 0.678, prior_entropy: 3.3219, ram_hours: 0, recall: 0.678, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6993, run_cpu_time: 48.32,

Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0382, kappa: -0.0003, kb_relative_information_score: 26589.5411, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0382, predictive_accuracy: 0.0382, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0382, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4144, run_cpu_time: 16.02,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.1385, kappa: -0, kb_relative_information_score: 104455.7694, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0901, predictive_accuracy: 0.3001, prior_entropy: 2.3219, ram_hours: 0, recall: 0.3001, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.9831, run_cpu_time: 9.32,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8711, f_measure: 0.922, kappa: 0.2181, kb_relative_information_score: 541994.2481, mean_absolute_error: 0.2564, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9162, predictive_accuracy: 0.9352, prior_entropy: 1, ram_hours: 0.0008, recall: 0.9352, relative_absolute_error: 0.5129, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.5988, run_cpu_time: 150.05,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5039, f_measure: 0.9102, kappa: 0.015, kb_relative_information_score: 877118, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9225, predictive_accuracy: 0.939, prior_entropy: 1, ram_hours: 0, recall: 0.939, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2474, root_relative_squared_error: 0.4947, run_cpu_time: 11.27,

Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.9506, kappa: 0.9207, kb_relative_information_score: 550043.8458, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9506, predictive_accuracy: 0.9506, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9506, relative_absolute_error: 0.0576, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.3395, run_cpu_time: 8,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 6.65,

Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7093, kappa: 0.623, kb_relative_information_score: 595446.0015, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7101, predictive_accuracy: 0.7101, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7101, relative_absolute_error: 0.4959, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.7123, run_cpu_time: 17.07,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158592.0626, mean_absolute_error: 0.2956, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0016, recall: 0.2612, relative_absolute_error: 0.9236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5435, root_relative_squared_error: 1.3587, run_cpu_time: 76.4,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.902, kappa: 0.804, kb_relative_information_score: 634217.1245, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.902, predictive_accuracy: 0.902, prior_entropy: 2.3219, ram_hours: 0, recall: 0.902, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.7032, run_cpu_time: 9.4,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9724, kappa: 0.9401, kb_relative_information_score: 701800.1711, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9724, predictive_accuracy: 0.9724, prior_entropy: 1, ram_hours: 0.0022, recall: 0.9724, relative_absolute_error: 0.3494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.4409, run_cpu_time: 190.05,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6608, f_measure: 0.4453, kappa: 0.3568, kb_relative_information_score: 550206.2075, mean_absolute_error: 0.1191, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.3711, predictive_accuracy: 0.5836, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5836, relative_absolute_error: 0.4862, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3449, root_relative_squared_error: 0.9856, run_cpu_time: 8.21,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.6926, kappa: 0.6584, kb_relative_information_score: 645264.886, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6932, predictive_accuracy: 0.6925, prior_entropy: 3.3219, ram_hours: 0.0004, recall: 0.6925, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.7013, run_cpu_time: 164.88,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5288, f_measure: 0.3867, kappa: 0.0121, kb_relative_information_score: 504456.7577, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.4413, predictive_accuracy: 0.5011, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5011, relative_absolute_error: 0.6366, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.7941, run_cpu_time: 18.83,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.8156, kappa: 0.529, kb_relative_information_score: 787228.442, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.817, predictive_accuracy: 0.8186, prior_entropy: 2.585, ram_hours: 0, recall: 0.8186, relative_absolute_error: 0.2988, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.5592, run_cpu_time: 31.42,

Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.57, f_measure: 0.5805, kappa: 0.1615, kb_relative_information_score: 305848, mean_absolute_error: 0.3471, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6853, predictive_accuracy: 0.6529, prior_entropy: 1, ram_hours: 0, recall: 0.6529, relative_absolute_error: 0.6942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5891, root_relative_squared_error: 1.1783, run_cpu_time: 20.75,

Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.7974, kappa: 0.5713, kb_relative_information_score: 595792, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.797, predictive_accuracy: 0.7979, prior_entropy: 1, ram_hours: 0, recall: 0.7979, relative_absolute_error: 0.4042, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4496, root_relative_squared_error: 0.8991, run_cpu_time: 3.35,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.8221, kappa: 0.695, kb_relative_information_score: 673900.4043, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8259, predictive_accuracy: 0.8328, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8328, relative_absolute_error: 0.3361, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.5293, run_cpu_time: 83.47,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3539, kb_relative_information_score: 36596, mean_absolute_error: 0.4817, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2686, predictive_accuracy: 0.5183, prior_entropy: 1, ram_hours: 0, recall: 0.5183, relative_absolute_error: 0.9634, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.694, root_relative_squared_error: 1.3881, run_cpu_time: 8.58,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4931, kappa: -0, kb_relative_information_score: 586353.7458, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4991, predictive_accuracy: 0.6349, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6349, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3057, root_relative_squared_error: 0.7643, run_cpu_time: 18.73,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3539, kb_relative_information_score: 36518, mean_absolute_error: 0.4817, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2686, predictive_accuracy: 0.5183, prior_entropy: 1, ram_hours: 0.0027, recall: 0.5183, relative_absolute_error: 0.9635, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6939, root_relative_squared_error: 1.3878, run_cpu_time: 76.2,

Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.6694, kappa: -0.0001, kb_relative_information_score: 338762, mean_absolute_error: 0.3306, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6694, predictive_accuracy: 0.6694, prior_entropy: 1, ram_hours: 0, recall: 0.6694, relative_absolute_error: 0.6612, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.575, root_relative_squared_error: 1.15, run_cpu_time: 7.06,

Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.5804, kappa: 0.0017, kb_relative_information_score: 160734, mean_absolute_error: 0.4196, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5804, predictive_accuracy: 0.5804, prior_entropy: 1, ram_hours: 0, recall: 0.5804, relative_absolute_error: 0.8393, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6478, root_relative_squared_error: 1.2956, run_cpu_time: 8.2,

Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.5375, kappa: 0.5016, kb_relative_information_score: 553225.632, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5497, predictive_accuracy: 0.5728, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5728, relative_absolute_error: 0.5402, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.7468, run_cpu_time: 90.37,

Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.7454, kappa: 0.5513, kb_relative_information_score: 608393.4889, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7454, predictive_accuracy: 0.7454, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7454, relative_absolute_error: 0.2829, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.7522, run_cpu_time: 5.52,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, ram_hours: 0, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172, run_cpu_time: 0.24,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9515, kappa: 0.9029, kb_relative_information_score: 603210.8129, mean_absolute_error: 0.2265, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9517, predictive_accuracy: 0.9515, prior_entropy: 1, ram_hours: 0.0011, recall: 0.9515, relative_absolute_error: 0.4531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.5371, run_cpu_time: 168.63,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.6706, kappa: 0.6354, kb_relative_information_score: 648210.2278, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.673, predictive_accuracy: 0.6719, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6719, relative_absolute_error: 0.4178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.7955, run_cpu_time: 28.08,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.4866, kappa: 0, kb_relative_information_score: 86547.3308, mean_absolute_error: 0.4663, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5604, predictive_accuracy: 0.6296, prior_entropy: 1, ram_hours: 0, recall: 0.6296, relative_absolute_error: 0.9325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4829, root_relative_squared_error: 0.9658, run_cpu_time: 10.27,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8454, f_measure: 0.6235, kappa: 0.5205, kb_relative_information_score: 539182.7156, mean_absolute_error: 0.1552, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6226, predictive_accuracy: 0.6555, prior_entropy: 2.585, ram_hours: 0, recall: 0.6555, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2851, root_relative_squared_error: 0.7651, run_cpu_time: 10,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.8003, kappa: 0.5898, kb_relative_information_score: 520102.2777, mean_absolute_error: 0.2497, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8003, predictive_accuracy: 0.8011, prior_entropy: 1, ram_hours: 0, recall: 0.8011, relative_absolute_error: 0.4993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3745, root_relative_squared_error: 0.7489, run_cpu_time: 18.15,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9193, kappa: 0.8308, kb_relative_information_score: 108911.126, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9204, predictive_accuracy: 0.919, prior_entropy: 1, ram_hours: 0, recall: 0.919, relative_absolute_error: 0.1702, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5325, run_cpu_time: 1.23,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3335, kb_relative_information_score: 430865.5735, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2502, predictive_accuracy: 0.5002, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5002, relative_absolute_error: 0.6248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4471, root_relative_squared_error: 1.1178, run_cpu_time: 6.68,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1896, kb_relative_information_score: -282050, mean_absolute_error: 0.641, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1289, predictive_accuracy: 0.359, prior_entropy: 1, ram_hours: 0, recall: 0.359, relative_absolute_error: 1.2821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8006, root_relative_squared_error: 1.6013, run_cpu_time: 16.01,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.2248, kappa: 0.0013, kb_relative_information_score: 120904.5921, mean_absolute_error: 0.3111, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2278, predictive_accuracy: 0.2225, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2225, relative_absolute_error: 0.9721, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5348, root_relative_squared_error: 1.337, run_cpu_time: 8.15,

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