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Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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,
Jason 11 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: 0.8262, f_measure: 0.653, kappa: 0.4658, kb_relative_information_score: 65950.7099, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6487, predictive_accuracy: 0.6691, prior_entropy: 2.8074, ram_hours: 0.0005, recall: 0.6691, relative_absolute_error: 0.5666, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.7411, run_cpu_time: 41.5884,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8107, f_measure: 0.6415, kappa: 0.4491, kb_relative_information_score: 64762.1168, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6362, predictive_accuracy: 0.6555, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6555, relative_absolute_error: 0.5806, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2642, root_relative_squared_error: 0.755, run_cpu_time: 46.86,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.6291, kappa: 0.4365, kb_relative_information_score: 65122.8643, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6202, predictive_accuracy: 0.6506, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6506, relative_absolute_error: 0.5591, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.7586, run_cpu_time: 22.7422,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.1837, kb_relative_information_score: 32955.2424, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.1242, predictive_accuracy: 0.3524, prior_entropy: 2.8074, ram_hours: 0.0001, recall: 0.3524, relative_absolute_error: 0.7576, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4294, root_relative_squared_error: 1.2272, run_cpu_time: 6.95,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.766, f_measure: 0.6375, kappa: 0.4575, kb_relative_information_score: 33341.388, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.631, predictive_accuracy: 0.6644, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6644, relative_absolute_error: 0.8645, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3132, root_relative_squared_error: 0.8952, run_cpu_time: 2.99,
Jason 11 years ago
ran flow moa.FIMTDD(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: 4.68,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, f_measure: 0.6061, kappa: 0.3977, kb_relative_information_score: 66787.6544, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6099, predictive_accuracy: 0.6265, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6265, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.7691, run_cpu_time: 43.2645,
Jason 11 years ago
ran flow moa.HoeffdingTree(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: 6.06,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.6085, kappa: 0.4006, kb_relative_information_score: 66927.1524, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6137, predictive_accuracy: 0.6284, prior_entropy: 2.8074, ram_hours: 0.0004, recall: 0.6284, relative_absolute_error: 0.5453, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.7673, run_cpu_time: 1596.27,
Jason 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.5975, kappa: 0.3775, kb_relative_information_score: 60975.4473, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.5934, predictive_accuracy: 0.6029, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6029, relative_absolute_error: 0.5192, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3137, root_relative_squared_error: 0.8964, run_cpu_time: 1.7678,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.5975, kappa: 0.3775, kb_relative_information_score: 60975.4473, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.5934, predictive_accuracy: 0.6029, prior_entropy: 2.8074, recall: 0.6029, relative_absolute_error: 0.5192, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3137, root_relative_squared_error: 0.8964,
Jason 10 years ago
ran flow moa.ORTO(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, 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,
Jason 10 years ago
ran flow moa.LeveragingBag_ORTO(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, 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,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, f_measure: 0.5927, kappa: 0.3719, kb_relative_information_score: 65995.8526, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.5916, predictive_accuracy: 0.5951, prior_entropy: 2.8074, recall: 0.5951, relative_absolute_error: 0.5121, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.8098,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.519, f_measure: 0.3995, kappa: 0.0393, kb_relative_information_score: 44850.8992, 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, recall: 0.4499, relative_absolute_error: 0.6419, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3961, root_relative_squared_error: 1.1321,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.575, f_measure: 0.4393, kappa: 0.1132, kb_relative_information_score: 53015.6299, mean_absolute_error: 0.1456, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.4003, predictive_accuracy: 0.4901, prior_entropy: 2.8074, recall: 0.4901, relative_absolute_error: 0.5946, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3562, root_relative_squared_error: 1.0178,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(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, 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,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7002, f_measure: 0.5168, kappa: 0.2592, kb_relative_information_score: 54134.8154, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.4944, predictive_accuracy: 0.566, prior_entropy: 2.8074, recall: 0.566, relative_absolute_error: 0.69, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.8471,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7359, f_measure: 0.6228, kappa: 0.4273, kb_relative_information_score: 33037.3357, mean_absolute_error: 0.2115, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6171, predictive_accuracy: 0.643, prior_entropy: 2.8074, recall: 0.643, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3213, root_relative_squared_error: 0.9183,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7778, f_measure: 0.6114, kappa: 0.4079, kb_relative_information_score: 62580.5103, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6009, predictive_accuracy: 0.6342, prior_entropy: 2.8074, recall: 0.6342, relative_absolute_error: 0.5773, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.7851,
Jason 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5555, f_measure: 0.3499, kappa: 0.0987, kb_relative_information_score: 55207.1283, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.3945, predictive_accuracy: 0.4968, prior_entropy: 2.8074, recall: 0.4968, relative_absolute_error: 0.7043, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.8444,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8008, f_measure: 0.6063, kappa: 0.4146, kb_relative_information_score: 66935.965, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.617, predictive_accuracy: 0.6156, prior_entropy: 2.8074, recall: 0.6156, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.801,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.763, f_measure: 0.6277, kappa: 0.4288, kb_relative_information_score: 63180.6318, mean_absolute_error: 0.1382, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6194, predictive_accuracy: 0.6394, prior_entropy: 2.8074, recall: 0.6394, relative_absolute_error: 0.5642, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.274, root_relative_squared_error: 0.783,
Jason 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: 0.2986, kappa: -0, kb_relative_information_score: 31877.3175, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.2934, predictive_accuracy: 0.4681, prior_entropy: 2.8074, recall: 0.4681, relative_absolute_error: 0.8698, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3763, root_relative_squared_error: 1.0753,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7992, f_measure: 0.6436, kappa: 0.4563, kb_relative_information_score: 67387.9579, mean_absolute_error: 0.1311, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6498, predictive_accuracy: 0.6628, prior_entropy: 2.8074, recall: 0.6628, relative_absolute_error: 0.5353, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.7619,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7305, f_measure: 0.5742, kappa: 0.3449, kb_relative_information_score: 64730.5069, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.5659, predictive_accuracy: 0.5946, prior_entropy: 2.8074, recall: 0.5946, relative_absolute_error: 0.497, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3059, root_relative_squared_error: 0.8742,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8102, f_measure: 0.6174, kappa: 0.4309, kb_relative_information_score: 67898.7995, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.635, predictive_accuracy: 0.6263, prior_entropy: 2.8074, recall: 0.6263, relative_absolute_error: 0.5052, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2757, root_relative_squared_error: 0.788,