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Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7583, f_measure: 0.8278, kappa: 0.5205, kb_relative_information_score: 32802, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.826, predictive_accuracy: 0.8303, prior_entropy: 1, ram_hours: 0, recall: 0.8303, relative_absolute_error: 0.3284, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3989, root_relative_squared_error: 0.7977, run_cpu_time: 1.12,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8381, kappa: 0.5431, kb_relative_information_score: 29488.3216, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8365, predictive_accuracy: 0.8434, prior_entropy: 1, ram_hours: 0, recall: 0.8434, relative_absolute_error: 0.4172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6789, run_cpu_time: 0.8,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0924, kb_relative_information_score: -25468, mean_absolute_error: 0.7607, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.0573, predictive_accuracy: 0.2393, prior_entropy: 1, ram_hours: 0, recall: 0.2393, relative_absolute_error: 1.5214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8722, root_relative_squared_error: 1.7444, run_cpu_time: 0.85,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.8158, kappa: 0.4856, kb_relative_information_score: 26870.9085, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8136, predictive_accuracy: 0.8192, prior_entropy: 1, ram_hours: 0, recall: 0.8192, relative_absolute_error: 0.468, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3513, root_relative_squared_error: 0.7025, run_cpu_time: 15.31,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.6351, kappa: -0.0037, kb_relative_information_score: 13250, mean_absolute_error: 0.3644, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6346, predictive_accuracy: 0.6356, prior_entropy: 1, ram_hours: 0, recall: 0.6356, relative_absolute_error: 0.7287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6036, root_relative_squared_error: 1.2072, run_cpu_time: 0.33,
Felicia West 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.0924, kb_relative_information_score: -24932, mean_absolute_error: 0.7552, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.0573, predictive_accuracy: 0.2393, prior_entropy: 1, ram_hours: 0, recall: 0.2393, relative_absolute_error: 1.5105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8661, root_relative_squared_error: 1.7322, run_cpu_time: 1.5,
Felicia West 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.6344, kappa: -0.0042, kb_relative_information_score: 13130, mean_absolute_error: 0.3656, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6344, predictive_accuracy: 0.6344, prior_entropy: 1, recall: 0.6344, relative_absolute_error: 0.7312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6046, root_relative_squared_error: 1.2093, run_cpu_time: 0.55,
Felicia West 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.8415, kappa: 0.5519, kb_relative_information_score: 29134.553, mean_absolute_error: 0.2137, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8402, predictive_accuracy: 0.8471, prior_entropy: 1, ram_hours: 0, recall: 0.8471, relative_absolute_error: 0.4273, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.6615, run_cpu_time: 3.27,
Felicia West 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5922, f_measure: 0.7414, kappa: 0.2343, kb_relative_information_score: 28372, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.7619, predictive_accuracy: 0.785, prior_entropy: 1, recall: 0.785, relative_absolute_error: 0.4191, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4521, root_relative_squared_error: 0.9043, run_cpu_time: 0.56,
Felicia West 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7314, f_measure: 0.8126, kappa: 0.4675, kb_relative_information_score: 24319.5354, mean_absolute_error: 0.271, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8102, predictive_accuracy: 0.8205, prior_entropy: 1, recall: 0.8205, relative_absolute_error: 0.542, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3702, root_relative_squared_error: 0.7405, run_cpu_time: 0.69,
Felicia West 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8911, f_measure: 0.8197, kappa: 0.5301, kb_relative_information_score: 29531.372, mean_absolute_error: 0.2015, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8345, predictive_accuracy: 0.8126, prior_entropy: 1, recall: 0.8126, relative_absolute_error: 0.403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.362, root_relative_squared_error: 0.7239, run_cpu_time: 0.83,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.7917, kappa: 0.4164, kb_relative_information_score: 25154.0888, mean_absolute_error: 0.2517, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.7886, predictive_accuracy: 0.7963, prior_entropy: 1, ram_hours: 0, recall: 0.7963, relative_absolute_error: 0.5033, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3809, root_relative_squared_error: 0.7619, run_cpu_time: 0.3546,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.816, kappa: 0.4845, kb_relative_information_score: 26870.9593, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8135, predictive_accuracy: 0.8201, prior_entropy: 1, ram_hours: 0, recall: 0.8201, relative_absolute_error: 0.4681, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3512, root_relative_squared_error: 0.7023, run_cpu_time: 281.0199,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.831, kappa: 0.5595, kb_relative_information_score: 30401.3004, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8456, predictive_accuracy: 0.8242, prior_entropy: 1, ram_hours: 0, recall: 0.8242, relative_absolute_error: 0.3843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.7153, run_cpu_time: 0.4165,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8566, f_measure: 0.8257, kappa: 0.5117, kb_relative_information_score: 28025.3414, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8235, predictive_accuracy: 0.8297, prior_entropy: 1, ram_hours: 0, recall: 0.8297, relative_absolute_error: 0.447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3583, root_relative_squared_error: 0.7167, run_cpu_time: 0.6874,
Felicia West 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.827, f_measure: 0.7892, kappa: 0.3822, kb_relative_information_score: 25258.5374, mean_absolute_error: 0.2526, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.7998, predictive_accuracy: 0.8129, prior_entropy: 1, recall: 0.8129, relative_absolute_error: 0.5051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.7256, run_cpu_time: 0.87,
Felicia West 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8858, f_measure: 0.8327, kappa: 0.5364, kb_relative_information_score: 18481.7942, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8315, predictive_accuracy: 0.8343, prior_entropy: 1, ram_hours: 0, recall: 0.8343, relative_absolute_error: 0.667, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3702, root_relative_squared_error: 0.7405, run_cpu_time: 3.49,
Felicia West 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5433, f_measure: 0.6851, kappa: 0.0748, kb_relative_information_score: 16818.9076, mean_absolute_error: 0.3491, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.7997, predictive_accuracy: 0.7718, prior_entropy: 1, recall: 0.7718, relative_absolute_error: 0.6983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4183, root_relative_squared_error: 0.8367, run_cpu_time: 1.81,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8494, f_measure: 0.8087, kappa: 0.4701, kb_relative_information_score: 19517.9068, mean_absolute_error: 0.3203, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8073, predictive_accuracy: 0.8103, prior_entropy: 1, ram_hours: 0, recall: 0.8103, relative_absolute_error: 0.6405, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3731, root_relative_squared_error: 0.7461, run_cpu_time: 10.5392,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.6344, kappa: -0.0042, kb_relative_information_score: 13130, mean_absolute_error: 0.3656, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6344, predictive_accuracy: 0.6344, prior_entropy: 1, ram_hours: 0, recall: 0.6344, relative_absolute_error: 0.7312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6046, root_relative_squared_error: 1.2093, run_cpu_time: 0.2215,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.8415, kappa: 0.5519, kb_relative_information_score: 29134.553, mean_absolute_error: 0.2137, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8402, predictive_accuracy: 0.8471, prior_entropy: 1, ram_hours: 0, recall: 0.8471, relative_absolute_error: 0.4273, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.6615, run_cpu_time: 3.312,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0924, kb_relative_information_score: -25468, mean_absolute_error: 0.7607, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.0573, predictive_accuracy: 0.2393, prior_entropy: 1, ram_hours: 0, recall: 0.2393, relative_absolute_error: 1.5214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8722, root_relative_squared_error: 1.7444, run_cpu_time: 0.2844,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8367, kappa: 0.5382, kb_relative_information_score: 28626.3172, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8351, predictive_accuracy: 0.8424, prior_entropy: 1, ram_hours: 0, recall: 0.8424, relative_absolute_error: 0.437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3317, root_relative_squared_error: 0.6633, run_cpu_time: 10.6774,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4935, f_measure: 0.6573, kappa: -0, kb_relative_information_score: 15384.3627, mean_absolute_error: 0.3644, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.5787, predictive_accuracy: 0.7607, prior_entropy: 1, ram_hours: 0, recall: 0.7607, relative_absolute_error: 0.7288, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4267, root_relative_squared_error: 0.8534, run_cpu_time: 0.3078,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8381, kappa: 0.5431, kb_relative_information_score: 29488.3216, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8365, predictive_accuracy: 0.8434, prior_entropy: 1, ram_hours: 0, recall: 0.8434, relative_absolute_error: 0.4172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6789, run_cpu_time: 0.5606,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7314, f_measure: 0.8126, kappa: 0.4675, kb_relative_information_score: 24319.5354, mean_absolute_error: 0.271, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8102, predictive_accuracy: 0.8205, prior_entropy: 1, recall: 0.8205, relative_absolute_error: 0.542, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3702, root_relative_squared_error: 0.7405,
Jason 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0924, kb_relative_information_score: -25468, mean_absolute_error: 0.7607, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.0573, predictive_accuracy: 0.2393, prior_entropy: 1, recall: 0.2393, relative_absolute_error: 1.5214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8722, root_relative_squared_error: 1.7444,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8569, f_measure: 0.8183, kappa: 0.4911, kb_relative_information_score: 27823.3788, mean_absolute_error: 0.2246, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8159, predictive_accuracy: 0.8223, prior_entropy: 1, recall: 0.8223, relative_absolute_error: 0.4492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3605, root_relative_squared_error: 0.721,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.6344, kappa: -0.0042, kb_relative_information_score: 13127.7379, mean_absolute_error: 0.3656, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6344, predictive_accuracy: 0.6344, prior_entropy: 1, recall: 0.6344, relative_absolute_error: 0.7312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.604, root_relative_squared_error: 1.2081,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.6339, kappa: -0.0033, kb_relative_information_score: 13282.4818, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6348, predictive_accuracy: 0.6331, prior_entropy: 1, recall: 0.6331, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.588, root_relative_squared_error: 1.176,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5047, f_measure: 0.6584, kappa: 0.0107, kb_relative_information_score: 18110, mean_absolute_error: 0.3146, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6402, predictive_accuracy: 0.6854, prior_entropy: 1, recall: 0.6854, relative_absolute_error: 0.6292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5609, root_relative_squared_error: 1.1218,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.6601, kappa: -0.0012, kb_relative_information_score: 20198.6873, mean_absolute_error: 0.3018, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6341, predictive_accuracy: 0.7497, prior_entropy: 1, recall: 0.7497, relative_absolute_error: 0.6035, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3984, root_relative_squared_error: 0.7968,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8368, f_measure: 0.8321, kappa: 0.5297, kb_relative_information_score: 32169.8348, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8301, predictive_accuracy: 0.8357, prior_entropy: 1, recall: 0.8357, relative_absolute_error: 0.3445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3708, root_relative_squared_error: 0.7416,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.8372, kappa: 0.541, kb_relative_information_score: 29405.4162, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8422, prior_entropy: 1, recall: 0.8422, relative_absolute_error: 0.4188, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6822,
Jason 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7769, f_measure: 0.6619, kappa: 0.0107, kb_relative_information_score: 21283.3854, mean_absolute_error: 0.2905, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6974, predictive_accuracy: 0.7606, prior_entropy: 1, recall: 0.7606, relative_absolute_error: 0.581, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3811, root_relative_squared_error: 0.7622,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.8314, kappa: 0.5602, kb_relative_information_score: 30324.5218, mean_absolute_error: 0.1931, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8457, predictive_accuracy: 0.8247, prior_entropy: 1, recall: 0.8247, relative_absolute_error: 0.3863, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3575, root_relative_squared_error: 0.715,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7016, f_measure: 0.7979, kappa: 0.426, kb_relative_information_score: 22702.7249, mean_absolute_error: 0.288, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.7946, predictive_accuracy: 0.8062, prior_entropy: 1, recall: 0.8062, relative_absolute_error: 0.5761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3825, root_relative_squared_error: 0.765,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0924, kb_relative_information_score: -25468, mean_absolute_error: 0.7607, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.0573, predictive_accuracy: 0.2393, prior_entropy: 1, recall: 0.2393, relative_absolute_error: 1.5214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8722, root_relative_squared_error: 1.7444,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8511, f_measure: 0.8066, kappa: 0.4602, kb_relative_information_score: 26244.349, mean_absolute_error: 0.2411, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8042, predictive_accuracy: 0.8101, prior_entropy: 1, recall: 0.8101, relative_absolute_error: 0.4822, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.735,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.8308, kappa: 0.5591, kb_relative_information_score: 30449.3381, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8454, predictive_accuracy: 0.824, prior_entropy: 1, recall: 0.824, relative_absolute_error: 0.3832, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.7153,
Jason 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0924, kb_relative_information_score: -25468, mean_absolute_error: 0.7607, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.0573, predictive_accuracy: 0.2393, prior_entropy: 1, recall: 0.2393, relative_absolute_error: 1.5214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8722, root_relative_squared_error: 1.7444,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8426, f_measure: 0.8144, kappa: 0.4713, kb_relative_information_score: 25372.824, mean_absolute_error: 0.2572, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8126, predictive_accuracy: 0.8231, prior_entropy: 1, recall: 0.8231, relative_absolute_error: 0.5144, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3657, root_relative_squared_error: 0.7315,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8178, f_measure: 0.8019, kappa: 0.4557, kb_relative_information_score: 28117.7447, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8019, predictive_accuracy: 0.8019, prior_entropy: 1, recall: 0.8019, relative_absolute_error: 0.4324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3915, root_relative_squared_error: 0.783,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.8367, kappa: 0.5428, kb_relative_information_score: 29055.4244, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8349, predictive_accuracy: 0.8403, prior_entropy: 1, recall: 0.8403, relative_absolute_error: 0.4241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.6805,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.6354, kappa: -0.0031, kb_relative_information_score: 13290, mean_absolute_error: 0.3639, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6348, predictive_accuracy: 0.6361, prior_entropy: 1, recall: 0.6361, relative_absolute_error: 0.7279, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6033, root_relative_squared_error: 1.2066,
Jason 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0924, kb_relative_information_score: -25468, mean_absolute_error: 0.7607, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.0573, predictive_accuracy: 0.2393, prior_entropy: 1, recall: 0.2393, relative_absolute_error: 1.5214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8722, root_relative_squared_error: 1.7444,

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