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Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.8875, kappa: 0.7611, kb_relative_information_score: 642427.4037, mean_absolute_error: 0.1979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8883, predictive_accuracy: 0.8884, prior_entropy: 1, ram_hours: 0, recall: 0.8884, relative_absolute_error: 0.3958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.6306, run_cpu_time: 20.79,
Jan van Rijn 10 years ago
ran flow moa.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: 0.0126, 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: 428.69,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6036, f_measure: 0.3191, kappa: 0.207, kb_relative_information_score: 275301.4103, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2993, predictive_accuracy: 0.3999, prior_entropy: 2, ram_hours: 0, recall: 0.3999, relative_absolute_error: 0.8001, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5476, root_relative_squared_error: 1.2646, run_cpu_time: 8.68,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.852, kappa: 0.6853, kb_relative_information_score: 582729.9667, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8529, predictive_accuracy: 0.8535, prior_entropy: 1, ram_hours: 0, recall: 0.8535, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3384, root_relative_squared_error: 0.6768, run_cpu_time: 41.08,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9443, kappa: 0.8641, kb_relative_information_score: 931756.2901, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9437, predictive_accuracy: 0.9462, prior_entropy: 2.585, ram_hours: 0.001, recall: 0.9462, relative_absolute_error: 0.0929, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3111, run_cpu_time: 157.16,
Jan van Rijn 10 years ago
ran flow moa.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: 0.0025, 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: 138.53,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(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: 0.8899, f_measure: 0.8292, kappa: 0.6554, kb_relative_information_score: 492202.3151, mean_absolute_error: 0.2708, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8307, predictive_accuracy: 0.8288, prior_entropy: 1, ram_hours: 0, recall: 0.8288, relative_absolute_error: 0.5416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3582, root_relative_squared_error: 0.7164, run_cpu_time: 58.6,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(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: 0.423, kappa: 0, kb_relative_information_score: 28535.6739, mean_absolute_error: 0.4894, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5153, predictive_accuracy: 0.5769, prior_entropy: 1, ram_hours: 0, recall: 0.5769, relative_absolute_error: 0.9789, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4941, root_relative_squared_error: 0.9882, run_cpu_time: 14.9,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8854, kb_relative_information_score: 865663.1367, mean_absolute_error: 0.0659, 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: 0.1756, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4421, run_cpu_time: 11.23,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.7441, kappa: 0.6954, kb_relative_information_score: 702924.12, mean_absolute_error: 0.106, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7581, predictive_accuracy: 0.7606, prior_entropy: 2.585, ram_hours: 0, recall: 0.7606, relative_absolute_error: 0.3817, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.6262, run_cpu_time: 94.42,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4866, kb_relative_information_score: 259306, mean_absolute_error: 0.3703, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3965, predictive_accuracy: 0.6297, prior_entropy: 1, ram_hours: 0, recall: 0.6297, relative_absolute_error: 0.7407, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6086, root_relative_squared_error: 1.2171, run_cpu_time: 11.41,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8829, f_measure: 0.8695, kappa: 0.7223, kb_relative_information_score: 341194.0119, mean_absolute_error: 0.3598, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8714, predictive_accuracy: 0.8712, prior_entropy: 1, ram_hours: 0, recall: 0.8712, relative_absolute_error: 0.7197, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7616, run_cpu_time: 44.23,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9452, kappa: 0.8811, kb_relative_information_score: 857831.2491, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9453, predictive_accuracy: 0.9452, prior_entropy: 1, ram_hours: 0.0001, recall: 0.9452, relative_absolute_error: 0.1517, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4218, run_cpu_time: 70.14,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.925, kappa: 0.7707, kb_relative_information_score: 523851.0461, mean_absolute_error: 0.2666, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9246, predictive_accuracy: 0.9259, prior_entropy: 1, ram_hours: 0.0005, recall: 0.9259, relative_absolute_error: 0.5332, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3047, root_relative_squared_error: 0.6095, run_cpu_time: 113.93,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.911, kappa: 0.8463, kb_relative_information_score: 720487.3515, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.9122, predictive_accuracy: 0.9144, prior_entropy: 3.3219, ram_hours: 0.0177, recall: 0.9144, relative_absolute_error: 0.2433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.128, root_relative_squared_error: 0.4268, run_cpu_time: 674.43,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_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: 0.9575, f_measure: 0.8002, kappa: 0.7422, kb_relative_information_score: 681643.7733, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8034, predictive_accuracy: 0.8023, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.8023, relative_absolute_error: 0.411, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.5873, run_cpu_time: 161.62,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107, run_cpu_time: 33.94,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: 0.5, f_measure: 0.3954, kb_relative_information_score: 108648, mean_absolute_error: 0.4457, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3073, predictive_accuracy: 0.5543, prior_entropy: 1, ram_hours: 0, recall: 0.5543, relative_absolute_error: 0.8914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6676, root_relative_squared_error: 1.3352, run_cpu_time: 7.25,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(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: 0.8169, f_measure: 0.8158, kappa: 0.6345, kb_relative_information_score: 792831.17, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8138, predictive_accuracy: 0.8181, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8181, relative_absolute_error: 0.2274, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2698, root_relative_squared_error: 0.6744, run_cpu_time: 6.87,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7444, f_measure: 0.67, kappa: 0.3256, kb_relative_information_score: 13311.4482, mean_absolute_error: 0.3602, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6894, predictive_accuracy: 0.6859, prior_entropy: 1, ram_hours: 0, recall: 0.6859, relative_absolute_error: 0.7203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4589, root_relative_squared_error: 0.9177, run_cpu_time: 0.47,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6655, f_measure: 0.4846, kappa: 0.2118, kb_relative_information_score: 12269.5254, mean_absolute_error: 0.3795, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4926, predictive_accuracy: 0.482, prior_entropy: 1.585, ram_hours: 0, recall: 0.482, relative_absolute_error: 0.8539, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4556, root_relative_squared_error: 0.9664, run_cpu_time: 0.43,
Jan van Rijn 10 years ago
ran flow moa.NoChange(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: 0.5013, f_measure: 0.5338, kappa: 0.0025, kb_relative_information_score: 469212.9232, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5338, predictive_accuracy: 0.5338, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5338, relative_absolute_error: 0.5827, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4318, root_relative_squared_error: 1.0795, run_cpu_time: 6.9,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5765, f_measure: 0.1111, kappa: 0.1528, kb_relative_information_score: 199060.9553, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0765, predictive_accuracy: 0.2297, prior_entropy: 3.4594, ram_hours: 0, recall: 0.2297, relative_absolute_error: 0.8473, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3741, root_relative_squared_error: 1.3014, run_cpu_time: 10.43,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.7531, kappa: 0.729, kb_relative_information_score: 749307.4628, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7528, predictive_accuracy: 0.7536, prior_entropy: 3.4594, ram_hours: 0, recall: 0.7536, relative_absolute_error: 0.3634, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.6134, run_cpu_time: 64.17,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5462, f_measure: 0.4224, kappa: 0.0889, kb_relative_information_score: 681343.6152, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.4877, predictive_accuracy: 0.4915, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4915, relative_absolute_error: 0.5695, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3106, root_relative_squared_error: 1.0355, run_cpu_time: 32.26,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8414, f_measure: 0.4847, kappa: 0.3653, kb_relative_information_score: 485514.7151, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4744, predictive_accuracy: 0.5528, prior_entropy: 2.8074, ram_hours: 0.0001, recall: 0.5528, relative_absolute_error: 0.5873, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2782, root_relative_squared_error: 0.795, run_cpu_time: 69.41,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(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: 0.6206, f_measure: 0.4059, kappa: 0.2788, kb_relative_information_score: 503577.9671, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.329, predictive_accuracy: 0.5495, prior_entropy: 2.585, ram_hours: 0, recall: 0.5495, relative_absolute_error: 0.5406, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3873, root_relative_squared_error: 1.0393, run_cpu_time: 6.85,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, f_measure: 0.8358, kappa: 0.4932, kb_relative_information_score: 583652.8269, mean_absolute_error: 0.2202, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8334, predictive_accuracy: 0.8395, prior_entropy: 1, ram_hours: 0, recall: 0.8395, relative_absolute_error: 0.4404, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.335, root_relative_squared_error: 0.6701, run_cpu_time: 63.42,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(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: 0.5, f_measure: 0.5284, kb_relative_information_score: 131447.016, mean_absolute_error: 0.4474, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4393, predictive_accuracy: 0.6628, prior_entropy: 1, ram_hours: 0, recall: 0.6628, relative_absolute_error: 0.8948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4728, root_relative_squared_error: 0.9456, run_cpu_time: 9.52,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6017, f_measure: 0.3797, kappa: 0.2023, kb_relative_information_score: 312334.4421, mean_absolute_error: 0.2415, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3791, predictive_accuracy: 0.3962, prior_entropy: 2.3219, ram_hours: 0, recall: 0.3962, relative_absolute_error: 0.7548, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4913, root_relative_squared_error: 1.2283, run_cpu_time: 6.97,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(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: 0.4994, f_measure: 0.3955, kappa: 0, kb_relative_information_score: 16234.3338, mean_absolute_error: 0.4941, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5249, predictive_accuracy: 0.5543, prior_entropy: 1, ram_hours: 0, recall: 0.5543, relative_absolute_error: 0.9881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9941, run_cpu_time: 7.52,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7395, f_measure: 0.4569, kappa: 0.308, kb_relative_information_score: 262839.2755, mean_absolute_error: 0.2765, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4569, predictive_accuracy: 0.4839, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4839, relative_absolute_error: 0.8642, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3684, root_relative_squared_error: 0.921, run_cpu_time: 8.91,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6665, f_measure: 0.4018, kappa: 0.3276, kb_relative_information_score: 374413.6781, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5352, predictive_accuracy: 0.3537, prior_entropy: 4.7004, ram_hours: 0.0014, recall: 0.3537, relative_absolute_error: 0.7481, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2057, root_relative_squared_error: 1.0698, run_cpu_time: 374.3,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.8818, kappa: 0.7785, kb_relative_information_score: 461509.6784, mean_absolute_error: 0.2611, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8823, predictive_accuracy: 0.8819, prior_entropy: 2, ram_hours: 0, recall: 0.8819, relative_absolute_error: 0.6962, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3287, root_relative_squared_error: 0.759, run_cpu_time: 12.57,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0017, kb_relative_information_score: 11799.3735, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0009, predictive_accuracy: 0.0296, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0296, relative_absolute_error: 1.0243, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3196, root_relative_squared_error: 1.4313, run_cpu_time: 17.08,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(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: 0.954, f_measure: 0.8351, kappa: 0.7538, kb_relative_information_score: 580017.145, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8355, predictive_accuracy: 0.8359, prior_entropy: 1.585, ram_hours: 0.0009, recall: 0.8359, relative_absolute_error: 0.5229, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3055, root_relative_squared_error: 0.6481, run_cpu_time: 190.54,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7914, kappa: 0.5723, kb_relative_information_score: 23692.8283, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7913, predictive_accuracy: 0.792, prior_entropy: 1, ram_hours: 0, recall: 0.792, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.7998, run_cpu_time: 0.6,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_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: 0.9816, f_measure: 0.9368, kappa: 0.8733, kb_relative_information_score: 640392.0904, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9368, predictive_accuracy: 0.9368, prior_entropy: 1, ram_hours: 0.0143, recall: 0.9368, relative_absolute_error: 0.4089, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.5196, run_cpu_time: 613.15,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(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: 0.877, f_measure: 0.6067, kappa: 0.5696, kb_relative_information_score: 580136.9771, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.621, predictive_accuracy: 0.6126, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6126, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2404, root_relative_squared_error: 0.8012, run_cpu_time: 28,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(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: 58952.1155, 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, recall: 0.1001, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141, run_cpu_time: 29.24,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_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: 0.0002, 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: 86.11,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, 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: 17.98,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7873, f_measure: 0.6618, kappa: 0.4056, kb_relative_information_score: 578328.5849, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6603, predictive_accuracy: 0.6687, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6687, relative_absolute_error: 0.4521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.7184, run_cpu_time: 21,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, ram_hours: 0.0005, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107, run_cpu_time: 67.76,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.2183, kappa: -0.0039, kb_relative_information_score: 120583.7091, mean_absolute_error: 0.3111, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2242, predictive_accuracy: 0.2204, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2204, relative_absolute_error: 0.9721, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4863, root_relative_squared_error: 1.2158, run_cpu_time: 8.87,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6688, f_measure: 0.3539, kappa: 0.2817, kb_relative_information_score: 324659.6654, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3614, predictive_accuracy: 0.3536, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3536, relative_absolute_error: 0.7492, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3293, root_relative_squared_error: 1.0976, run_cpu_time: 12.77,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: 0.0005, 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: 42.13,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5751, f_measure: 0.3567, kappa: 0.1496, kb_relative_information_score: 13312.8822, mean_absolute_error: 0.3689, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.2969, predictive_accuracy: 0.4481, prior_entropy: 1.585, ram_hours: 0, recall: 0.4481, relative_absolute_error: 0.8301, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6041, root_relative_squared_error: 1.2815, run_cpu_time: 0.23,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.876, kappa: 0.8392, kb_relative_information_score: 750810.7883, mean_absolute_error: 0.1105, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8764, predictive_accuracy: 0.8759, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8759, relative_absolute_error: 0.3454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.5031, run_cpu_time: 146.14,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.821, kappa: 0.6173, kb_relative_information_score: 448714.8219, mean_absolute_error: 0.295, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8327, predictive_accuracy: 0.8271, prior_entropy: 1, ram_hours: 0, recall: 0.8271, relative_absolute_error: 0.59, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.7436, run_cpu_time: 6.32,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.613, f_measure: 0.1878, kappa: 0.2254, kb_relative_information_score: 305552.1749, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.144, predictive_accuracy: 0.3181, prior_entropy: 4.2479, ram_hours: 0, recall: 0.3181, relative_absolute_error: 0.7198, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2678, root_relative_squared_error: 1.1994, run_cpu_time: 19.22,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, f_measure: 0.0345, kappa: -0.0006, kb_relative_information_score: 1177.929, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0583, predictive_accuracy: 0.1002, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1002, 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: 17.92,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9032, kappa: 0.8937, kb_relative_information_score: 905629.0602, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9028, prior_entropy: 4.2479, ram_hours: 0.0002, recall: 0.9028, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.4015, run_cpu_time: 738.15,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(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: 0.814, f_measure: 0.7752, kappa: 0.4507, kb_relative_information_score: 443363.111, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7747, predictive_accuracy: 0.7838, prior_entropy: 1, ram_hours: 0, recall: 0.7838, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.391, root_relative_squared_error: 0.782, run_cpu_time: 19.9,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(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: 0.9659, f_measure: 0.7567, kappa: 0.7341, kb_relative_information_score: 751731.8643, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7539, predictive_accuracy: 0.7607, prior_entropy: 3.3219, ram_hours: 0.0014, recall: 0.7607, relative_absolute_error: 0.3733, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.5988, run_cpu_time: 439.26,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.8243, kappa: 0.4373, kb_relative_information_score: 676018, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8237, predictive_accuracy: 0.8377, prior_entropy: 1, ram_hours: 0, recall: 0.8377, relative_absolute_error: 0.324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4022, root_relative_squared_error: 0.8043, run_cpu_time: 6.69,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(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: 0.9558, f_measure: 0.7438, kappa: 0.7201, kb_relative_information_score: 744196.0633, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7406, predictive_accuracy: 0.7481, prior_entropy: 3.3219, ram_hours: 0.001, recall: 0.7481, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.629, run_cpu_time: 323.49,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, f_measure: 0.0854, kappa: 0.0161, kb_relative_information_score: 70232.1938, mean_absolute_error: 0.3266, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1715, predictive_accuracy: 0.1834, prior_entropy: 2.3219, ram_hours: 0, recall: 0.1834, relative_absolute_error: 1.0207, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5715, root_relative_squared_error: 1.4288, run_cpu_time: 5.62,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.5643, kappa: 0.1057, kb_relative_information_score: 7248, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.567, predictive_accuracy: 0.5798, prior_entropy: 1, ram_hours: 0, recall: 0.5798, relative_absolute_error: 0.84, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6438, root_relative_squared_error: 1.2876, run_cpu_time: 0.21,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_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: 0.9554, f_measure: 0.8893, kappa: 0.7757, kb_relative_information_score: 695420.6868, mean_absolute_error: 0.1631, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8893, predictive_accuracy: 0.8894, prior_entropy: 1, ram_hours: 0.0003, recall: 0.8894, relative_absolute_error: 0.3262, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.5696, run_cpu_time: 81.39,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_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: 0.9585, f_measure: 0.7991, kappa: 0.7405, kb_relative_information_score: 683368.6377, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7996, predictive_accuracy: 0.8005, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8005, relative_absolute_error: 0.4054, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.5866, run_cpu_time: 142.15,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(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: 0.6577, f_measure: 0.7229, kappa: 0.3287, kb_relative_information_score: 458618, mean_absolute_error: 0.2707, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7194, predictive_accuracy: 0.7293, prior_entropy: 1, ram_hours: 0, recall: 0.7293, relative_absolute_error: 0.5414, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5203, root_relative_squared_error: 1.0406, run_cpu_time: 9.76,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(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: 0.9374, f_measure: 0.8043, kappa: 0.7162, kb_relative_information_score: 712689.7001, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8203, predictive_accuracy: 0.8106, prior_entropy: 1.585, ram_hours: 0, recall: 0.8106, relative_absolute_error: 0.3282, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3136, root_relative_squared_error: 0.6652, run_cpu_time: 25.25,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: 9.99,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(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: 0.5, f_measure: 0.1706, kb_relative_information_score: 93306.6382, mean_absolute_error: 0.4415, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.1141, predictive_accuracy: 0.3378, prior_entropy: 1.585, ram_hours: 0.0049, recall: 0.3378, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6643, root_relative_squared_error: 1.4091, run_cpu_time: 87.79,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.4676, kappa: -0, kb_relative_information_score: 76247.0213, mean_absolute_error: 0.4703, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3774, predictive_accuracy: 0.6143, prior_entropy: 1, ram_hours: 0, recall: 0.6143, relative_absolute_error: 0.9405, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9735, run_cpu_time: 4.47,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.5338, kappa: 0.0161, kb_relative_information_score: 67582, mean_absolute_error: 0.4662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5338, predictive_accuracy: 0.5338, prior_entropy: 1, ram_hours: 0, recall: 0.5338, relative_absolute_error: 0.9324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6828, root_relative_squared_error: 1.3656, run_cpu_time: 3.4,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5555, f_measure: 0.3264, kappa: 0.0843, kb_relative_information_score: 348813.7827, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5892, predictive_accuracy: 0.2299, prior_entropy: 3.3219, ram_hours: 0, recall: 0.2299, relative_absolute_error: 0.8365, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3571, root_relative_squared_error: 1.1904, run_cpu_time: 29.8,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(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: 0.8165, f_measure: 0.7117, kappa: 0.5709, kb_relative_information_score: 557596.6544, mean_absolute_error: 0.2245, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.7132, predictive_accuracy: 0.7138, prior_entropy: 1.585, ram_hours: 0, recall: 0.7138, relative_absolute_error: 0.505, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3996, root_relative_squared_error: 0.8477, run_cpu_time: 16.88,
Jan van Rijn 10 years ago
ran flow moa.RandomRules_AMRules(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: 0.2315, 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: 1733.77,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.8358, kappa: 0.6458, kb_relative_information_score: 553796.3047, mean_absolute_error: 0.2375, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8356, predictive_accuracy: 0.837, prior_entropy: 1, ram_hours: 0, recall: 0.837, relative_absolute_error: 0.4751, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.6945, run_cpu_time: 13.96,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7914, kappa: 0.5723, kb_relative_information_score: 23692.8283, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7913, predictive_accuracy: 0.792, prior_entropy: 1, ram_hours: 0, recall: 0.792, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.7998, run_cpu_time: 1.9,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.9372, kappa: 0.8625, kb_relative_information_score: 874790, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9371, predictive_accuracy: 0.9372, prior_entropy: 1, ram_hours: 0, recall: 0.9372, relative_absolute_error: 0.1252, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2497, root_relative_squared_error: 0.4994, run_cpu_time: 10.31,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, f_measure: 0.8606, kappa: 0.6909, kb_relative_information_score: 629619.1024, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.8638, prior_entropy: 1, ram_hours: 0, recall: 0.8638, relative_absolute_error: 0.3935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.6317, run_cpu_time: 79.49,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: 58331.9813, 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, recall: 0.0995, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4244, root_relative_squared_error: 1.4146, run_cpu_time: 20.46,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8408, f_measure: 0.8537, kappa: 0.534, kb_relative_information_score: 635270.0717, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8552, predictive_accuracy: 0.8637, prior_entropy: 1, ram_hours: 0, recall: 0.8637, relative_absolute_error: 0.388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3317, root_relative_squared_error: 0.6634, run_cpu_time: 8.71,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.8945, kappa: 0.8828, kb_relative_information_score: 884522.4229, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8948, predictive_accuracy: 0.8945, prior_entropy: 3.3219, ram_hours: 0.0002, recall: 0.8945, relative_absolute_error: 0.1641, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.124, root_relative_squared_error: 0.4132, run_cpu_time: 148.28,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(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: 0.109, kappa: 0.0004, kb_relative_information_score: 158929.0001, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4303, predictive_accuracy: 0.2614, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.2614, relative_absolute_error: 0.9234, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5435, root_relative_squared_error: 1.3586, run_cpu_time: 126.13,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.257, kappa: 0.0001, kb_relative_information_score: 11960.205, mean_absolute_error: 0.3816, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3939, predictive_accuracy: 0.4277, prior_entropy: 1.585, ram_hours: 0, recall: 0.4277, relative_absolute_error: 0.8586, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6175, root_relative_squared_error: 1.3099, run_cpu_time: 1.92,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: 0.5, f_measure: 0.1706, kb_relative_information_score: 93408.5282, mean_absolute_error: 0.4415, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.1141, predictive_accuracy: 0.3378, prior_entropy: 1.585, ram_hours: 0, recall: 0.3378, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6644, root_relative_squared_error: 1.4095, run_cpu_time: 15.41,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.8456, kappa: 0.7126, kb_relative_information_score: 767002.8598, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8461, predictive_accuracy: 0.8491, prior_entropy: 2, ram_hours: 0, recall: 0.8491, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2372, root_relative_squared_error: 0.5478, run_cpu_time: 18.02,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4573, kb_relative_information_score: 211716, mean_absolute_error: 0.3941, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3672, predictive_accuracy: 0.6059, prior_entropy: 1, ram_hours: 0.0066, recall: 0.6059, relative_absolute_error: 0.7883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6276, root_relative_squared_error: 1.2552, run_cpu_time: 83.08,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(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: 0.5569, f_measure: 0.6021, kappa: 0.113, kb_relative_information_score: 201472, mean_absolute_error: 0.3993, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6035, predictive_accuracy: 0.6007, prior_entropy: 1, ram_hours: 0, recall: 0.6007, relative_absolute_error: 0.7985, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6319, root_relative_squared_error: 1.2637, run_cpu_time: 8.71,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0197, kb_relative_information_score: 63173.5826, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0109, predictive_accuracy: 0.1042, prior_entropy: 3.3219, ram_hours: 0.0023, recall: 0.1042, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4232, root_relative_squared_error: 1.4105, run_cpu_time: 81.88,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8341, kappa: 0.7942, kb_relative_information_score: 799672.8836, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8346, predictive_accuracy: 0.8359, prior_entropy: 2.585, ram_hours: 0, recall: 0.8359, relative_absolute_error: 0.2696, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.519, run_cpu_time: 25.26,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9816, kappa: 0.9631, kb_relative_information_score: 950631.6474, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9816, predictive_accuracy: 0.9816, prior_entropy: 1, ram_hours: 0, recall: 0.9816, relative_absolute_error: 0.0526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1304, root_relative_squared_error: 0.2608, run_cpu_time: 6.8,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.6672, kappa: 0.573, kb_relative_information_score: 643249.8101, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6719, predictive_accuracy: 0.6668, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6668, relative_absolute_error: 0.4446, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.7491, run_cpu_time: 35.96,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9471, kappa: 0.8699, kb_relative_information_score: 885385.861, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9468, predictive_accuracy: 0.9482, prior_entropy: 2.585, ram_hours: 0.0275, recall: 0.9482, relative_absolute_error: 0.1892, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.342, run_cpu_time: 921.36,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7359, f_measure: 0.3715, kappa: 0.2982, kb_relative_information_score: 175627.0863, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3842, predictive_accuracy: 0.3684, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3684, relative_absolute_error: 0.9469, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.9675, run_cpu_time: 23.5,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8838, kappa: 0.7676, kb_relative_information_score: 807577.8877, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8838, predictive_accuracy: 0.8838, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8838, relative_absolute_error: 0.2842, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4938, run_cpu_time: 97.02,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.8886, kappa: 0.6672, kb_relative_information_score: 742772.0411, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8873, prior_entropy: 1, ram_hours: 0, recall: 0.8873, relative_absolute_error: 0.2657, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.5792, run_cpu_time: 10.63,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.8903, kappa: 0.8782, kb_relative_information_score: 882875.7094, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8906, predictive_accuracy: 0.8904, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8904, relative_absolute_error: 0.1588, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.129, root_relative_squared_error: 0.43, run_cpu_time: 66.4,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(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: 0.8164, f_measure: 0.8806, kappa: 0.3384, kb_relative_information_score: 231555.739, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8744, predictive_accuracy: 0.8884, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8884, relative_absolute_error: 0.3067, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.4967, run_cpu_time: 92.78,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(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: 75011.5104, 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: 0.0023, recall: 0.143, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4947, root_relative_squared_error: 1.4138, run_cpu_time: 72.68,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5035, f_measure: 0.238, kappa: 0.0079, kb_relative_information_score: 146593.0017, mean_absolute_error: 0.2998, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2356, predictive_accuracy: 0.2506, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2506, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5474, root_relative_squared_error: 1.3684, run_cpu_time: 7.33,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_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: 0.9389, f_measure: 0.8611, kappa: 0.7029, kb_relative_information_score: 745906.5093, mean_absolute_error: 0.1251, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8604, predictive_accuracy: 0.8622, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8622, relative_absolute_error: 0.3909, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.552, run_cpu_time: 78.05,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_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: 0.7123, f_measure: 0.7092, kappa: 0.2982, kb_relative_information_score: 268644.6975, mean_absolute_error: 0.3801, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7071, predictive_accuracy: 0.7117, prior_entropy: 1, ram_hours: 0.2889, recall: 0.7117, relative_absolute_error: 0.7602, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4391, root_relative_squared_error: 0.8783, run_cpu_time: 7331.63,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.6659, kappa: 0.6445, kb_relative_information_score: 666623.532, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.6883, predictive_accuracy: 0.6773, prior_entropy: 4.2479, ram_hours: 0, recall: 0.6773, relative_absolute_error: 0.4442, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.726, run_cpu_time: 21.89,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3579, kb_relative_information_score: 43710, mean_absolute_error: 0.4781, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2724, predictive_accuracy: 0.5219, prior_entropy: 1, ram_hours: 0.0042, recall: 0.5219, relative_absolute_error: 0.9563, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6913, root_relative_squared_error: 1.3826, run_cpu_time: 83.18,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7261, f_measure: 0.8893, kappa: 0.043, kb_relative_information_score: 862069.9911, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.889, predictive_accuracy: 0.9239, prior_entropy: 2, ram_hours: 0, recall: 0.9239, relative_absolute_error: 0.1813, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4278, run_cpu_time: 14.73,