OpenML

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8292, kappa: 0.6366, kb_relative_information_score: 549644.2299, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8301, predictive_accuracy: 0.8312, prior_entropy: 1, ram_hours: 0, recall: 0.8312, relative_absolute_error: 0.4816, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.7238, run_cpu_time: 9.69,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8671, kappa: 0.7115, kb_relative_information_score: 537816.7561, mean_absolute_error: 0.2542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8672, predictive_accuracy: 0.867, prior_entropy: 1, ram_hours: 0, recall: 0.867, relative_absolute_error: 0.5083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.6639, run_cpu_time: 67.01,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0005, kb_relative_information_score: -187530.6918, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0166, prior_entropy: 2, ram_hours: 0, recall: 0.0166, relative_absolute_error: 1.3113, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.7012, root_relative_squared_error: 1.6194, run_cpu_time: 9.75,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.9328, kappa: 0.8656, kb_relative_information_score: 811599.9112, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9328, prior_entropy: 1, ram_hours: 0, recall: 0.9328, relative_absolute_error: 0.2048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.4894, run_cpu_time: 9.43,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1948, kb_relative_information_score: 182595.0142, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.1329, predictive_accuracy: 0.3646, prior_entropy: 2.8074, ram_hours: 0.0001, recall: 0.3646, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4261, root_relative_squared_error: 1.2176, run_cpu_time: 43.04,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.511, f_measure: 0.04, kappa: 0.022, kb_relative_information_score: 79511.4519, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.024, predictive_accuracy: 0.1199, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1199, relative_absolute_error: 0.978, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4195, root_relative_squared_error: 1.3982, run_cpu_time: 10.25,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.837, kappa: 0.6493, kb_relative_information_score: 675218, mean_absolute_error: 0.1624, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8367, predictive_accuracy: 0.8376, prior_entropy: 1, ram_hours: 0, recall: 0.8376, relative_absolute_error: 0.3248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.403, root_relative_squared_error: 0.806, run_cpu_time: 9.5,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9437, kappa: 0.8623, kb_relative_information_score: 932914.5433, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.943, predictive_accuracy: 0.945, prior_entropy: 2.585, ram_hours: 0.0001, recall: 0.945, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1195, root_relative_squared_error: 0.3207, run_cpu_time: 59.01,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.9543, kappa: 0.9037, kb_relative_information_score: 119088, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 1, ram_hours: 0, recall: 0.9543, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.4276, run_cpu_time: 0.68,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7472, f_measure: 0.7236, kappa: 0.4442, kb_relative_information_score: 307337.4159, mean_absolute_error: 0.3614, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7253, predictive_accuracy: 0.7251, prior_entropy: 1, ram_hours: 0, recall: 0.7251, relative_absolute_error: 0.7227, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4519, root_relative_squared_error: 0.9037, run_cpu_time: 24.83,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5394, f_measure: 0.2098, kappa: 0.0209, kb_relative_information_score: 113254.642, mean_absolute_error: 0.3072, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2759, predictive_accuracy: 0.3046, prior_entropy: 2.3219, ram_hours: 0.0923, recall: 0.3046, relative_absolute_error: 0.9601, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9823, run_cpu_time: 982.77,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.517, f_measure: 0.4961, kappa: 0.0404, kb_relative_information_score: 230622, mean_absolute_error: 0.3847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6277, predictive_accuracy: 0.6154, prior_entropy: 1, ram_hours: 0, recall: 0.6154, relative_absolute_error: 0.7694, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.62, root_relative_squared_error: 1.2401, run_cpu_time: 21.75,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1422, kb_relative_information_score: 233851.2763, mean_absolute_error: 0.2318, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0928, predictive_accuracy: 0.3046, prior_entropy: 2.585, ram_hours: 0, recall: 0.3046, relative_absolute_error: 0.8345, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4815, root_relative_squared_error: 1.2919, run_cpu_time: 13.25,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8987, kappa: 0.7544, kb_relative_information_score: 880085.8658, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8977, predictive_accuracy: 0.9014, prior_entropy: 2.585, ram_hours: 0, recall: 0.9014, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.4494, run_cpu_time: 14.64,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4976, f_measure: 0.0037, kappa: -0, kb_relative_information_score: 3876.0081, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0114, predictive_accuracy: 0.0408, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0408, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, run_cpu_time: 35.09,

Jan van Rijn 10 years ago
ran flow moa.SPegasos(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: 0.6337, f_measure: 0.419, kappa: 0.2663, kb_relative_information_score: 329981.1286, mean_absolute_error: 0.3263, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3752, predictive_accuracy: 0.5106, prior_entropy: 1.585, ram_hours: 0, recall: 0.5106, relative_absolute_error: 0.7341, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5712, root_relative_squared_error: 1.2117, run_cpu_time: 15.99,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(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: 0.8244, f_measure: 0.7749, kappa: 0.4514, kb_relative_information_score: 227535.7063, mean_absolute_error: 0.4065, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7736, predictive_accuracy: 0.7823, prior_entropy: 1, ram_hours: 0.001, recall: 0.7823, relative_absolute_error: 0.813, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4233, root_relative_squared_error: 0.8466, run_cpu_time: 142.03,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0358, kb_relative_information_score: 75097.4129, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0204, predictive_accuracy: 0.143, prior_entropy: 2.8074, ram_hours: 0, recall: 0.143, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4948, root_relative_squared_error: 1.4141, run_cpu_time: 10.83,

Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(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: 0.9427, f_measure: 0.8713, kappa: 0.7244, kb_relative_information_score: 833567.0067, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8705, predictive_accuracy: 0.8726, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8726, relative_absolute_error: 0.2276, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.4783, run_cpu_time: 112.26,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(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: 0.7523, f_measure: 0.7558, kappa: 0.5053, kb_relative_information_score: 512230, mean_absolute_error: 0.2439, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7557, predictive_accuracy: 0.7562, prior_entropy: 1, ram_hours: 0, recall: 0.7562, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4936, root_relative_squared_error: 0.9872, 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(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3321, kb_relative_information_score: -2238, mean_absolute_error: 0.5011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2489, predictive_accuracy: 0.4989, prior_entropy: 1, ram_hours: 0, recall: 0.4989, relative_absolute_error: 1.0022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7079, root_relative_squared_error: 1.4158, run_cpu_time: 12.41,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 430668.5875, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, ram_hours: 0.208, recall: 0.5, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.118, run_cpu_time: 1670.67,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7522, f_measure: 0.4147, kappa: 0.3624, kb_relative_information_score: 429389.8999, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4203, predictive_accuracy: 0.4204, prior_entropy: 3.4594, ram_hours: 0, recall: 0.4204, relative_absolute_error: 0.6822, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.9856, run_cpu_time: 11.42,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9749, kappa: 0.9497, kb_relative_information_score: 930323.1591, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 1, ram_hours: 0, recall: 0.9749, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.3101, run_cpu_time: 6.85,

Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: -76595.2796, 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, recall: 0.0024, relative_absolute_error: 1.1638, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5339, root_relative_squared_error: 1.5257, run_cpu_time: 11.32,

Jan van Rijn 10 years ago
ran flow moa.SPegasos(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: 0.8244, f_measure: 0.824, kappa: 0.645, kb_relative_information_score: 647178, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8256, predictive_accuracy: 0.8236, prior_entropy: 1, ram_hours: 0, recall: 0.8236, relative_absolute_error: 0.3528, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.42, root_relative_squared_error: 0.84, run_cpu_time: 6.33,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.757, kappa: 0.5158, kb_relative_information_score: 713208.92, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7557, predictive_accuracy: 0.7598, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7598, relative_absolute_error: 0.3912, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.252, root_relative_squared_error: 0.6301, run_cpu_time: 45.18,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6689, f_measure: 0.6694, kappa: 0.3367, kb_relative_information_score: 338234, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.67, predictive_accuracy: 0.6691, prior_entropy: 1, ram_hours: 0, recall: 0.6691, relative_absolute_error: 0.6618, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.575, root_relative_squared_error: 1.15, run_cpu_time: 21.9,

Jan van Rijn 10 years ago
ran flow moa.NoChange(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: 0.4999, f_measure: 0.2471, kappa: -0.0002, kb_relative_information_score: 170457.3609, mean_absolute_error: 0.251, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2471, predictive_accuracy: 0.2471, prior_entropy: 2.585, ram_hours: 0, recall: 0.2471, relative_absolute_error: 0.9035, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.501, root_relative_squared_error: 1.3443, run_cpu_time: 6.42,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228664, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, ram_hours: -7.976, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676, run_cpu_time: 25534.47,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8854, kb_relative_information_score: 906511.4834, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8512, predictive_accuracy: 0.9226, prior_entropy: 2, ram_hours: 0, recall: 0.9226, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.4544, run_cpu_time: 9.56,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.9103, kappa: 0.8036, kb_relative_information_score: 769757.6012, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9102, predictive_accuracy: 0.9106, prior_entropy: 1, ram_hours: 0, recall: 0.9106, relative_absolute_error: 0.245, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.5291, run_cpu_time: 8.49,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3346, kb_relative_information_score: 396597.2701, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5011, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529, run_cpu_time: 5.29,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.8206, kappa: 0.6436, kb_relative_information_score: 762266.3105, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.821, predictive_accuracy: 0.8235, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8235, relative_absolute_error: 0.3014, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2419, root_relative_squared_error: 0.6047, run_cpu_time: 9.03,

Jan van Rijn 10 years ago
ran flow moa.NoChange(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: 0.0999, kappa: -0.0001, kb_relative_information_score: 58727.2776, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0999, predictive_accuracy: 0.0999, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0999, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4143, run_cpu_time: 20.57,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2967, kb_relative_information_score: -67112, mean_absolute_error: 0.5336, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2176, predictive_accuracy: 0.4664, prior_entropy: 1, ram_hours: 0, recall: 0.4664, relative_absolute_error: 1.0671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7304, root_relative_squared_error: 1.4609, run_cpu_time: 28.25,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(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: 0.5777, f_measure: 0.1169, kappa: 0.1552, kb_relative_information_score: 204743.0029, mean_absolute_error: 0.1521, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.079, predictive_accuracy: 0.2396, prior_entropy: 3.3219, ram_hours: 0, recall: 0.2396, relative_absolute_error: 0.8449, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3899, root_relative_squared_error: 1.2995, run_cpu_time: 21.09,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4899, f_measure: 0.2148, kappa: -0.0045, kb_relative_information_score: 117115.7885, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.391, predictive_accuracy: 0.1759, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1759, relative_absolute_error: 0.9195, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3927, root_relative_squared_error: 1.3091, run_cpu_time: 7.12,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9895, kappa: 0.979, kb_relative_information_score: 971412.1277, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9895, predictive_accuracy: 0.9895, prior_entropy: 1, ram_hours: 0.0012, recall: 0.9895, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.1772, run_cpu_time: 152.59,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.7395, kappa: 0.7103, kb_relative_information_score: 701212.5046, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7402, predictive_accuracy: 0.7392, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7392, relative_absolute_error: 0.4217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.6431, run_cpu_time: 244.52,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.8874, kappa: 0.769, kb_relative_information_score: 25122.8875, mean_absolute_error: 0.2441, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8874, predictive_accuracy: 0.8876, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8876, relative_absolute_error: 0.4882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6302, run_cpu_time: 16.29,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(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: 0.9475, f_measure: 0.885, kappa: 0.7677, kb_relative_information_score: 682922.4693, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8857, predictive_accuracy: 0.8849, prior_entropy: 1, ram_hours: 0.0006, recall: 0.8849, relative_absolute_error: 0.34, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2932, root_relative_squared_error: 0.5863, run_cpu_time: 101.64,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(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: 0.5, f_measure: 0.5759, kb_relative_information_score: 399174, mean_absolute_error: 0.3004, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4894, predictive_accuracy: 0.6996, prior_entropy: 1, ram_hours: 0, recall: 0.6996, relative_absolute_error: 0.6008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5481, root_relative_squared_error: 1.0962, run_cpu_time: 10.5,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5973, f_measure: 0.1519, kappa: 0.1945, kb_relative_information_score: 241891.4462, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1128, predictive_accuracy: 0.2751, prior_entropy: 3.3219, ram_hours: 0, recall: 0.2751, relative_absolute_error: 0.8054, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3806, root_relative_squared_error: 1.2688, run_cpu_time: 30.18,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(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: 0.7866, f_measure: 0.7613, kappa: 0.4059, kb_relative_information_score: 419426.0578, mean_absolute_error: 0.3053, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7686, predictive_accuracy: 0.7787, prior_entropy: 1, ram_hours: 0, recall: 0.7787, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.7973, run_cpu_time: 24.91,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0999, kappa: -0.0001, kb_relative_information_score: 58732.5064, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0999, predictive_accuracy: 0.0999, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0999, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4143, run_cpu_time: 29.66,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7479, f_measure: 0.682, kappa: 0.3642, kb_relative_information_score: 640193.4686, mean_absolute_error: 0.1547, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6822, predictive_accuracy: 0.6821, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6821, relative_absolute_error: 0.4836, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2873, root_relative_squared_error: 0.7184, run_cpu_time: 10.11,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9091, kb_relative_information_score: 877522, mean_absolute_error: 0.0612, 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: 0.1225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.4949, run_cpu_time: 12.01,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, 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: 9.69,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(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: 0.9511, f_measure: 0.887, kappa: 0.7711, kb_relative_information_score: 697419.0015, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.887, predictive_accuracy: 0.8871, prior_entropy: 1, ram_hours: 0, recall: 0.8871, relative_absolute_error: 0.3219, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.5803, run_cpu_time: 36.67,

Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(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: 0.7665, f_measure: 0.7378, kappa: 0.3452, kb_relative_information_score: 379684.5647, mean_absolute_error: 0.3252, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7487, predictive_accuracy: 0.7618, prior_entropy: 1, ram_hours: 0, recall: 0.7618, relative_absolute_error: 0.6505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.8167, run_cpu_time: 9.72,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.798, kappa: 0.7396, kb_relative_information_score: 678328.291, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7979, predictive_accuracy: 0.7995, prior_entropy: 2.3219, ram_hours: 0.0014, recall: 0.7995, relative_absolute_error: 0.4135, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.5922, run_cpu_time: 203.79,

Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: 1.35,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8927, f_measure: 0.6804, kappa: 0.5823, kb_relative_information_score: 545895.3053, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6808, predictive_accuracy: 0.6866, prior_entropy: 2, ram_hours: 0.0003, recall: 0.6866, relative_absolute_error: 0.5468, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.323, root_relative_squared_error: 0.746, run_cpu_time: 127.19,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.7356, kappa: 0.7059, kb_relative_information_score: 691682.5264, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7365, predictive_accuracy: 0.7353, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7353, relative_absolute_error: 0.4254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.197, root_relative_squared_error: 0.6567, run_cpu_time: 57.83,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.8236, kappa: 0.6379, kb_relative_information_score: 24271.4714, mean_absolute_error: 0.2458, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8237, predictive_accuracy: 0.8243, prior_entropy: 1, ram_hours: 0, recall: 0.8243, relative_absolute_error: 0.4916, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3529, root_relative_squared_error: 0.7058, run_cpu_time: 2.32,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.788, f_measure: 0.6613, kappa: 0.5629, kb_relative_information_score: 604290.3723, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.661, predictive_accuracy: 0.6634, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6634, relative_absolute_error: 0.4513, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.8773, run_cpu_time: 9.25,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228664, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, ram_hours: -8.3905, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676, run_cpu_time: 26494.66,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(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: 0.7709, f_measure: 0.8981, kappa: 0.4668, kb_relative_information_score: 258104.8733, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.895, predictive_accuracy: 0.9137, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9137, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.422, run_cpu_time: 2.76,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(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: 0.858, f_measure: 0.8799, kappa: 0.2562, kb_relative_information_score: 261733.1451, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.881, predictive_accuracy: 0.9071, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9071, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.4147, run_cpu_time: 6.82,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9579, f_measure: 0.8931, kappa: 0.8672, kb_relative_information_score: 855456.3425, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8967, predictive_accuracy: 0.8943, prior_entropy: 2.585, ram_hours: 0, recall: 0.8943, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.4697, run_cpu_time: 11.44,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5021, f_measure: 0.2231, kappa: 0.0026, kb_relative_information_score: 140255.4827, mean_absolute_error: 0.3071, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.222, predictive_accuracy: 0.2556, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2556, relative_absolute_error: 0.9598, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4078, root_relative_squared_error: 1.0194, run_cpu_time: 9.69,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5134, f_measure: 0.9092, kappa: 0.0431, kb_relative_information_score: 863034, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8945, predictive_accuracy: 0.9315, prior_entropy: 1, ram_hours: 0, recall: 0.9315, relative_absolute_error: 0.137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.5234, run_cpu_time: 8.91,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(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: 0.5, f_measure: 0.2742, kb_relative_information_score: -109708, mean_absolute_error: 0.5549, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1981, predictive_accuracy: 0.4451, prior_entropy: 1, ram_hours: 0.0017, recall: 0.4451, relative_absolute_error: 1.1097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7447, root_relative_squared_error: 1.4894, run_cpu_time: 63.21,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2563, kb_relative_information_score: 11977.2483, mean_absolute_error: 0.3815, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.183, predictive_accuracy: 0.4278, prior_entropy: 1.585, ram_hours: 0, recall: 0.4278, relative_absolute_error: 0.8583, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6176, root_relative_squared_error: 1.3102, run_cpu_time: 0.25,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.8426, kappa: 0.6777, kb_relative_information_score: 31048, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8425, predictive_accuracy: 0.8426, prior_entropy: 1, ram_hours: 0, recall: 0.8426, relative_absolute_error: 0.3148, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.7935, run_cpu_time: 0.24,

Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: 0.0051, 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: 137.54,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228684, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, ram_hours: 2.2265, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676, run_cpu_time: 39898.75,

Jan van Rijn 10 years ago
ran flow moa.RandomRules_AMRules(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: 0.222, 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: 1629.15,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.8075, kappa: 0.7867, kb_relative_information_score: 718665.0751, mean_absolute_error: 0.0823, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8071, predictive_accuracy: 0.8081, prior_entropy: 3.3219, ram_hours: 0.0583, recall: 0.8081, relative_absolute_error: 0.457, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.6059, run_cpu_time: 1218.56,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.003, kb_relative_information_score: 27892.0339, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0016, predictive_accuracy: 0.0395, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0395, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2718, root_relative_squared_error: 1.4135, run_cpu_time: 11.21,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1948, kb_relative_information_score: 182595.0142, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.1329, predictive_accuracy: 0.3646, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3646, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4261, root_relative_squared_error: 1.2176, run_cpu_time: 13.94,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(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: 0.5, 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: 13.25,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.015, kb_relative_information_score: 54056.7387, mean_absolute_error: 0.1654, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0082, predictive_accuracy: 0.0903, prior_entropy: 3.4594, ram_hours: 0.0021, recall: 0.0903, relative_absolute_error: 1.0007, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4144, run_cpu_time: 86.76,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(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: 0.8837, f_measure: 0.717, kappa: 0.6277, kb_relative_information_score: 321260.0502, mean_absolute_error: 0.2334, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7149, predictive_accuracy: 0.7216, prior_entropy: 2.585, ram_hours: 0, recall: 0.7216, relative_absolute_error: 0.8402, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.8766, run_cpu_time: 28.17,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.8688, kappa: 0.7208, kb_relative_information_score: 340874.7613, mean_absolute_error: 0.3599, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8705, predictive_accuracy: 0.8704, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8704, relative_absolute_error: 0.7198, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3811, root_relative_squared_error: 0.7622, run_cpu_time: 49.07,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.8245, kappa: 0.8054, kb_relative_information_score: 832414.069, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8246, predictive_accuracy: 0.8248, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8248, relative_absolute_error: 0.2212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.5357, run_cpu_time: 98.36,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7978, f_measure: 0.5982, kappa: 0.4055, kb_relative_information_score: 66129.2759, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6111, predictive_accuracy: 0.6074, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6074, relative_absolute_error: 0.5237, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.8057, run_cpu_time: 5.63,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, f_measure: 0.6226, kappa: 0.4263, kb_relative_information_score: 64304.4953, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6113, predictive_accuracy: 0.6419, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6419, relative_absolute_error: 0.5511, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.781, run_cpu_time: 6.23,

Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_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: 0.8761, f_measure: 0.9188, kappa: 0.1353, kb_relative_information_score: 828139.8914, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9219, predictive_accuracy: 0.9404, prior_entropy: 1, ram_hours: 0.0005, recall: 0.9404, relative_absolute_error: 0.1865, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.216, root_relative_squared_error: 0.432, run_cpu_time: 119.97,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(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: 0.9276, f_measure: 0.7053, kappa: 0.6163, kb_relative_information_score: 659301.3401, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7003, predictive_accuracy: 0.7163, prior_entropy: 2.585, ram_hours: 0, recall: 0.7163, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.686, run_cpu_time: 18.04,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7866, f_measure: 0.6223, kappa: 0.4299, kb_relative_information_score: 64901.6762, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6058, predictive_accuracy: 0.6435, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6435, relative_absolute_error: 0.5477, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.7788, run_cpu_time: 1.96,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.8794, kappa: 0.8685, kb_relative_information_score: 230176.9673, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8831, predictive_accuracy: 0.8801, prior_entropy: 4.2479, ram_hours: 0, recall: 0.8801, relative_absolute_error: 0.946, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.9547, run_cpu_time: 111.59,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5538, f_measure: 0.4392, kappa: 0.1127, kb_relative_information_score: 49750.6738, mean_absolute_error: 0.1454, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.4008, predictive_accuracy: 0.491, prior_entropy: 2.8074, ram_hours: 0, recall: 0.491, relative_absolute_error: 0.5938, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3814, root_relative_squared_error: 1.0898, run_cpu_time: 2.34,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1837, kb_relative_information_score: 33242.9586, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.1242, predictive_accuracy: 0.3524, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3524, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4301, root_relative_squared_error: 1.2292, run_cpu_time: 1.87,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5692, f_measure: 0.3739, kappa: 0.0728, kb_relative_information_score: 51802.2658, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.5486, predictive_accuracy: 0.4959, prior_entropy: 2.8074, ram_hours: 0, recall: 0.4959, relative_absolute_error: 0.7171, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2976, root_relative_squared_error: 0.8505, run_cpu_time: 8.39,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.4193, kappa: 0.1116, kb_relative_information_score: 52196.0193, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.4782, predictive_accuracy: 0.5066, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5066, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2961, root_relative_squared_error: 0.8462, run_cpu_time: 3.08,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.2988, kappa: 0, kb_relative_information_score: 48252.8899, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.3503, predictive_accuracy: 0.4681, prior_entropy: 2.8074, ram_hours: 0, recall: 0.4681, relative_absolute_error: 0.7586, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3044, root_relative_squared_error: 0.8699, run_cpu_time: 3.04,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6924, f_measure: 0.5959, kappa: 0.3841, kb_relative_information_score: 64493.2235, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.5828, predictive_accuracy: 0.6172, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6172, relative_absolute_error: 0.4487, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.9426, run_cpu_time: 1.64,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.619, kappa: 0.424, kb_relative_information_score: 66406.1725, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.622, predictive_accuracy: 0.6226, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6226, relative_absolute_error: 0.5308, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.7984, run_cpu_time: 6.34,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.846, f_measure: 0.6796, kappa: 0.5126, kb_relative_information_score: 69725.4316, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6805, predictive_accuracy: 0.6968, prior_entropy: 2.8074, ram_hours: 0.0001, recall: 0.6968, relative_absolute_error: 0.5161, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.7125, run_cpu_time: 50.15,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8201, f_measure: 0.6398, kappa: 0.4533, kb_relative_information_score: 66473.3494, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6347, predictive_accuracy: 0.6611, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6611, relative_absolute_error: 0.5411, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2616, root_relative_squared_error: 0.7476, run_cpu_time: 37.07,

Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_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: 0.9868, f_measure: 0.9524, kappa: 0.9048, kb_relative_information_score: 862820.424, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9532, predictive_accuracy: 0.9524, prior_entropy: 1, ram_hours: 0.0007, recall: 0.9524, relative_absolute_error: 0.1495, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.3892, run_cpu_time: 132.87,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5191, f_measure: 0.3995, kappa: 0.0393, kb_relative_information_score: 44853.1835, mean_absolute_error: 0.1572, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.3631, predictive_accuracy: 0.4499, prior_entropy: 2.8074, ram_hours: 0, recall: 0.4499, relative_absolute_error: 0.6418, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3965, root_relative_squared_error: 1.133, run_cpu_time: 1.31,

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: 0.5267, f_measure: 0.3854, kappa: 0.0522, kb_relative_information_score: 37170.2321, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.3854, predictive_accuracy: 0.3854, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3854, relative_absolute_error: 0.717, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.419, root_relative_squared_error: 1.1975, run_cpu_time: 1.44,

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: 0.7968, f_measure: 0.6337, kappa: 0.4445, kb_relative_information_score: 65770.3401, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6256, predictive_accuracy: 0.6483, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6483, relative_absolute_error: 0.5307, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.777, run_cpu_time: 9.23,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8543, kappa: 0.6324, kb_relative_information_score: 836380.9249, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8535, predictive_accuracy: 0.8583, prior_entropy: 2.585, ram_hours: 0, recall: 0.8583, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4972, run_cpu_time: 18.4279,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7581, f_measure: 0.7812, kappa: 0.5195, kb_relative_information_score: 563892, mean_absolute_error: 0.2181, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7806, predictive_accuracy: 0.7819, prior_entropy: 1, ram_hours: 0, recall: 0.7819, relative_absolute_error: 0.4361, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.467, root_relative_squared_error: 0.9339, run_cpu_time: 3.438,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9414, kappa: 0.8714, kb_relative_information_score: 841481.6385, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9415, prior_entropy: 1, ram_hours: 0, recall: 0.9415, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.4374, run_cpu_time: 18.0301,

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