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Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0005, kb_relative_information_score: -187585.0301, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0165, prior_entropy: 2, ram_hours: 0, recall: 0.0165, relative_absolute_error: 1.3113, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.7012, root_relative_squared_error: 1.6195, run_cpu_time: 4.3221,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8638, kappa: 0.7445, kb_relative_information_score: 813008.8475, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8699, predictive_accuracy: 0.8611, prior_entropy: 2, ram_hours: 0, recall: 0.8611, relative_absolute_error: 0.2285, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.5313, run_cpu_time: 10.155,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9074, kappa: 0.8272, kb_relative_information_score: 857990.0241, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9076, predictive_accuracy: 0.9078, prior_entropy: 2, ram_hours: 0.0001, recall: 0.9078, relative_absolute_error: 0.1839, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.4288, run_cpu_time: 60.5093,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9025, kappa: 0.8179, kb_relative_information_score: 856925.5837, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9027, prior_entropy: 2, ram_hours: 0, recall: 0.9027, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4478, run_cpu_time: 10.6225,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9025, kappa: 0.8179, kb_relative_information_score: 856925.5837, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9027, prior_entropy: 2, ram_hours: 0, recall: 0.9027, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4478, run_cpu_time: 10.651,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.8489, kappa: 0.7207, kb_relative_information_score: 790510.1105, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8475, predictive_accuracy: 0.8507, prior_entropy: 2, ram_hours: 0, recall: 0.8507, relative_absolute_error: 0.2561, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.5785, run_cpu_time: 4.8177,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, f_measure: 0.6913, kappa: 0.4346, kb_relative_information_score: 591389.9565, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7105, predictive_accuracy: 0.7014, prior_entropy: 2, ram_hours: 0.0009, recall: 0.7014, relative_absolute_error: 0.5096, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.7111, run_cpu_time: 93.3075,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.8522, kappa: 0.7307, kb_relative_information_score: 785009.0994, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.8611, prior_entropy: 2, ram_hours: 0, recall: 0.8611, relative_absolute_error: 0.2811, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5214, run_cpu_time: 230.7061,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448764.0682, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.3064, predictive_accuracy: 0.5435, prior_entropy: 2, ram_hours: 0, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033, run_cpu_time: 3.7642,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3829, kappa: 0, kb_relative_information_score: 441638.7296, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4833, predictive_accuracy: 0.5435, prior_entropy: 2, ram_hours: 0, recall: 0.5435, relative_absolute_error: 0.7141, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.8451, run_cpu_time: 11.46,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.9031, kappa: 0.819, kb_relative_information_score: 857427.7615, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9033, predictive_accuracy: 0.9034, prior_entropy: 2, ram_hours: 0, recall: 0.9034, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.4463, run_cpu_time: 38.46,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7458, f_measure: 0.7112, kappa: 0.4779, kb_relative_information_score: 669103.4626, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.706, predictive_accuracy: 0.7258, prior_entropy: 2, ram_hours: 0, recall: 0.7258, relative_absolute_error: 0.3653, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.8541, run_cpu_time: 3.9613,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9146, kappa: 0.8406, kb_relative_information_score: 862814.7093, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9147, predictive_accuracy: 0.9152, prior_entropy: 2, ram_hours: 0.0036, recall: 0.9152, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4121, run_cpu_time: 244.35,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.837, kappa: 0.6964, kb_relative_information_score: 754081.2345, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8371, predictive_accuracy: 0.8393, prior_entropy: 2, ram_hours: 0, recall: 0.8393, relative_absolute_error: 0.3135, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.5652, run_cpu_time: 7.6914,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0005, kb_relative_information_score: -187393.2091, mean_absolute_error: 0.4916, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0165, prior_entropy: 2, ram_hours: 0.0021, recall: 0.0165, relative_absolute_error: 1.311, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.701, root_relative_squared_error: 1.619, run_cpu_time: 65.94,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0005, kb_relative_information_score: -187585.0301, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0165, prior_entropy: 2, ram_hours: 0, recall: 0.0165, relative_absolute_error: 1.3113, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.7012, root_relative_squared_error: 1.6195, run_cpu_time: 11.84,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.886, kappa: 0.7867, kb_relative_information_score: 463083.6134, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8861, predictive_accuracy: 0.8861, prior_entropy: 2, ram_hours: 0, recall: 0.8861, relative_absolute_error: 0.6949, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.7573, run_cpu_time: 12.52,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, f_measure: 0.91, kappa: 0.8321, kb_relative_information_score: 742187.8137, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9104, prior_entropy: 2, ram_hours: 0.0002, recall: 0.9104, relative_absolute_error: 0.373, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.503, run_cpu_time: 80.6651,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.853, kappa: 0.7322, kb_relative_information_score: 785057.6434, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8646, predictive_accuracy: 0.8617, prior_entropy: 2, ram_hours: 0.0014, recall: 0.8617, relative_absolute_error: 0.2811, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.5212, run_cpu_time: 9382.41,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.8687, kappa: 0.7555, kb_relative_information_score: 818208.6317, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.871, predictive_accuracy: 0.8679, prior_entropy: 2, ram_hours: 0, recall: 0.8679, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.5159, run_cpu_time: 21.54,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.4637, kappa: -0.0012, kb_relative_information_score: 352460.8254, mean_absolute_error: 0.2681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4637, predictive_accuracy: 0.4637, prior_entropy: 2, ram_hours: 0, recall: 0.4637, relative_absolute_error: 0.715, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5178, root_relative_squared_error: 1.1958, run_cpu_time: 7.04,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8848, kappa: 0.7846, kb_relative_information_score: 731387.2884, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8847, predictive_accuracy: 0.8853, prior_entropy: 2, ram_hours: 0.0097, recall: 0.8853, relative_absolute_error: 0.3797, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.5236, run_cpu_time: 717.87,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9074, kappa: 0.8271, kb_relative_information_score: 857948.2365, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9075, predictive_accuracy: 0.9078, prior_entropy: 2, ram_hours: 0.0001, recall: 0.9078, relative_absolute_error: 0.1838, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.4291, run_cpu_time: 46.9112,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, ram_hours: 0, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033, run_cpu_time: 3.9034,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.8165, kappa: 0.6623, kb_relative_information_score: 729395.1602, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.8221, prior_entropy: 2, ram_hours: 0, recall: 0.8221, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2687, root_relative_squared_error: 0.6206, run_cpu_time: 7.7464,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.9013, kappa: 0.8158, kb_relative_information_score: 853833.8144, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9018, predictive_accuracy: 0.902, prior_entropy: 2, recall: 0.902, relative_absolute_error: 0.1777, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.4713,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.8892, kappa: 0.7923, kb_relative_information_score: 852786.0003, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8923, predictive_accuracy: 0.8904, prior_entropy: 2, recall: 0.8904, relative_absolute_error: 0.1787, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.4725,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.8963, kappa: 0.806, kb_relative_information_score: 862067.4567, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8974, predictive_accuracy: 0.8966, prior_entropy: 2, recall: 0.8966, relative_absolute_error: 0.1669, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.4791,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9088, f_measure: 0.9027, kappa: 0.8183, kb_relative_information_score: 882806.6828, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9029, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9088, f_measure: 0.9027, kappa: 0.8183, kb_relative_information_score: 882806.6828, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9029, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9088, f_measure: 0.9027, kappa: 0.8183, kb_relative_information_score: 882806.6828, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9029, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9088, f_measure: 0.9027, kappa: 0.8183, kb_relative_information_score: 882806.6828, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9029, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8179, kb_relative_information_score: 882539.8211, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5093,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.885, kappa: 0.7844, kb_relative_information_score: 799548.363, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8893, predictive_accuracy: 0.8869, prior_entropy: 2, recall: 0.8869, relative_absolute_error: 0.2647, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5092,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448764.0682, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.3064, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.486, f_measure: 0.3834, kappa: 0.0011, kb_relative_information_score: 444376.1781, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.31, predictive_accuracy: 0.5438, prior_entropy: 2, recall: 0.5438, relative_absolute_error: 0.6174, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.473, root_relative_squared_error: 1.0923,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9025, kappa: 0.8179, kb_relative_information_score: 856925.5837, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4478,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 868652.7887, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1567, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.4926,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8973, kappa: 0.8082, kb_relative_information_score: 862647.1496, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8979, predictive_accuracy: 0.898, prior_entropy: 2, recall: 0.898, relative_absolute_error: 0.1663, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.4782,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9088, f_measure: 0.9027, kappa: 0.8183, kb_relative_information_score: 882801.8527, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.903, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.9039, kappa: 0.8206, kb_relative_information_score: 884549.1323, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.904, predictive_accuracy: 0.9044, prior_entropy: 2, recall: 0.9044, relative_absolute_error: 0.1275, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.5049,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9026, kappa: 0.8182, kb_relative_information_score: 882835.6632, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.903, prior_entropy: 2, recall: 0.903, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9057, kappa: 0.824, kb_relative_information_score: 887052.3187, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9059, predictive_accuracy: 0.9065, prior_entropy: 2, recall: 0.9065, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.4994,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8723, f_measure: 0.8629, kappa: 0.7435, kb_relative_information_score: 834553.026, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.864, predictive_accuracy: 0.863, prior_entropy: 2, recall: 0.863, relative_absolute_error: 0.1827, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.6045,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0005, kb_relative_information_score: -187585.0301, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0165, prior_entropy: 2, recall: 0.0165, relative_absolute_error: 1.3113, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.7012, root_relative_squared_error: 1.6195,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5043, f_measure: 0.384, kappa: 0.0056, kb_relative_information_score: 448645.6316, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.297, predictive_accuracy: 0.5434, prior_entropy: 2, recall: 0.5434, relative_absolute_error: 0.6088, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4777, root_relative_squared_error: 1.1033,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.837, kappa: 0.6964, kb_relative_information_score: 754081.2345, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8371, predictive_accuracy: 0.8393, prior_entropy: 2, recall: 0.8393, relative_absolute_error: 0.3135, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.5652,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.4637, kappa: -0.0012, kb_relative_information_score: 352460.8254, mean_absolute_error: 0.2681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4637, predictive_accuracy: 0.4637, prior_entropy: 2, recall: 0.4637, relative_absolute_error: 0.715, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5178, root_relative_squared_error: 1.1958,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3829, kappa: 0, kb_relative_information_score: 441638.7296, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4833, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.7141, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.8451,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882504.8031, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5094,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8179, kb_relative_information_score: 882531.3685, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5093,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882510.8407, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5094,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882507.2181, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5094,
Jan van Rijn 9 years ago
ran flow weka.ZeroR(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9024, kappa: 0.8177, kb_relative_information_score: 882443.2196, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5095,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9024, kappa: 0.8177, kb_relative_information_score: 882443.2196, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5095,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8741, kappa: 0.7623, kb_relative_information_score: 867978.4453, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8824, predictive_accuracy: 0.8745, prior_entropy: 2, recall: 0.8745, relative_absolute_error: 0.1574, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.4938,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.8886, kappa: 0.7918, kb_relative_information_score: 819283.6508, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8922, predictive_accuracy: 0.8905, prior_entropy: 2, recall: 0.8905, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.4875,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, f_measure: 0.6913, kappa: 0.4346, kb_relative_information_score: 591389.9565, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7105, predictive_accuracy: 0.7014, prior_entropy: 2, recall: 0.7014, relative_absolute_error: 0.5096, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.7111,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9057, kappa: 0.824, kb_relative_information_score: 887053.5262, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9059, predictive_accuracy: 0.9065, prior_entropy: 2, recall: 0.9065, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.4994,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9082, kappa: 0.8286, kb_relative_information_score: 857600.1706, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9086, prior_entropy: 2, recall: 0.9086, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4269,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9083, kappa: 0.8288, kb_relative_information_score: 857729.048, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9084, predictive_accuracy: 0.9086, prior_entropy: 2, recall: 0.9086, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.4255,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.8996, kappa: 0.8124, kb_relative_information_score: 780450.4546, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9024, predictive_accuracy: 0.9009, prior_entropy: 2, recall: 0.9009, relative_absolute_error: 0.3047, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4851,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9075, kappa: 0.8274, kb_relative_information_score: 856855.4142, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9076, predictive_accuracy: 0.9079, prior_entropy: 2, recall: 0.9079, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4279,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.8996, kappa: 0.8125, kb_relative_information_score: 780437.1231, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9024, predictive_accuracy: 0.9009, prior_entropy: 2, recall: 0.9009, relative_absolute_error: 0.3047, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.21, root_relative_squared_error: 0.485,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.9032, kappa: 0.8193, kb_relative_information_score: 857326.5318, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9035, predictive_accuracy: 0.9036, prior_entropy: 2, recall: 0.9036, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.193, root_relative_squared_error: 0.4458,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9156, kappa: 0.8425, kb_relative_information_score: 863513.067, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9158, predictive_accuracy: 0.9162, prior_entropy: 2, recall: 0.9162, relative_absolute_error: 0.1799, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.4089,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8995, kappa: 0.8123, kb_relative_information_score: 879139.4483, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8996, predictive_accuracy: 0.8999, prior_entropy: 2, recall: 0.8999, relative_absolute_error: 0.1335, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.5166,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.9001, kappa: 0.8135, kb_relative_information_score: 879862.7521, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9003, predictive_accuracy: 0.9005, prior_entropy: 2, recall: 0.9005, relative_absolute_error: 0.1327, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.223, root_relative_squared_error: 0.5151,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.9, kappa: 0.8133, kb_relative_information_score: 879729.925, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9002, predictive_accuracy: 0.9004, prior_entropy: 2, recall: 0.9004, relative_absolute_error: 0.1328, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.5154,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9023, kappa: 0.8176, kb_relative_information_score: 882388.8813, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.5096,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9023, kappa: 0.8177, kb_relative_information_score: 882403.3715, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.5096,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9023, kappa: 0.8176, kb_relative_information_score: 882381.6362, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.5097,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9082, kappa: 0.8286, kb_relative_information_score: 857600.1779, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9086, prior_entropy: 2, recall: 0.9086, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4269,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9023, kappa: 0.8176, kb_relative_information_score: 882367.146, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.5097,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.9023, kappa: 0.8176, kb_relative_information_score: 856383.2753, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1825, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4478,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9075, kappa: 0.8274, kb_relative_information_score: 856855.4142, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9076, predictive_accuracy: 0.9079, prior_entropy: 2, recall: 0.9079, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4279,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.8996, kappa: 0.8124, kb_relative_information_score: 780450.4546, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9024, predictive_accuracy: 0.9009, prior_entropy: 2, recall: 0.9009, relative_absolute_error: 0.3047, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4851,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9075, kappa: 0.8274, kb_relative_information_score: 856855.4142, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9076, predictive_accuracy: 0.9079, prior_entropy: 2, recall: 0.9079, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4279,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.8993, kappa: 0.8119, kb_relative_information_score: 780490.8996, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9021, predictive_accuracy: 0.9007, prior_entropy: 2, recall: 0.9007, relative_absolute_error: 0.3044, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.4855,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9075, kappa: 0.8274, kb_relative_information_score: 856855.4142, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9076, predictive_accuracy: 0.9079, prior_entropy: 2, recall: 0.9079, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4279,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9075, kappa: 0.8274, kb_relative_information_score: 856855.4142, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9076, predictive_accuracy: 0.9079, prior_entropy: 2, recall: 0.9079, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4279,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882504.8031, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5094,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.8803, kappa: 0.7765, kb_relative_information_score: 856528.6598, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8804, predictive_accuracy: 0.8812, prior_entropy: 2, recall: 0.8812, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.5629,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9084, kappa: 0.8291, kb_relative_information_score: 857564.799, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9086, predictive_accuracy: 0.9088, prior_entropy: 2, recall: 0.9088, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.4252,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9153, kappa: 0.8419, kb_relative_information_score: 862947.8954, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9154, predictive_accuracy: 0.9159, prior_entropy: 2, recall: 0.9159, relative_absolute_error: 0.1806, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.4098,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.9001, kappa: 0.8135, kb_relative_information_score: 879862.7521, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9003, predictive_accuracy: 0.9005, prior_entropy: 2, recall: 0.9005, relative_absolute_error: 0.1327, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.223, root_relative_squared_error: 0.5151,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9023, kappa: 0.8176, kb_relative_information_score: 882381.6362, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.5097,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.8928, kappa: 0.7998, kb_relative_information_score: 871175.8622, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.893, predictive_accuracy: 0.8933, prior_entropy: 2, recall: 0.8933, relative_absolute_error: 0.1422, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.231, root_relative_squared_error: 0.5334,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9083, kappa: 0.8288, kb_relative_information_score: 857729.048, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9084, predictive_accuracy: 0.9086, prior_entropy: 2, recall: 0.9086, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.4255,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.9001, kappa: 0.8135, kb_relative_information_score: 879845.8468, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9003, predictive_accuracy: 0.9005, prior_entropy: 2, recall: 0.9005, relative_absolute_error: 0.1327, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.5151,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.907, kappa: 0.8265, kb_relative_information_score: 856338.6932, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9071, predictive_accuracy: 0.9074, prior_entropy: 2, recall: 0.9074, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.4294,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9106, f_measure: 0.9059, kappa: 0.8243, kb_relative_information_score: 887232.239, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9061, predictive_accuracy: 0.9066, prior_entropy: 2, recall: 0.9066, relative_absolute_error: 0.1245, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.499,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882504.8031, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5094,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9026, kappa: 0.8182, kb_relative_information_score: 882876.7189, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.903, prior_entropy: 2, recall: 0.903, relative_absolute_error: 0.1293, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.5086,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.8884, kappa: 0.7918, kb_relative_information_score: 809535.733, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8928, predictive_accuracy: 0.8906, prior_entropy: 2, recall: 0.8906, relative_absolute_error: 0.253, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.4859,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.8959, kappa: 0.806, kb_relative_information_score: 834556.2935, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8966, predictive_accuracy: 0.8972, prior_entropy: 2, recall: 0.8972, relative_absolute_error: 0.2144, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4684,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9057, kappa: 0.824, kb_relative_information_score: 887053.5262, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9059, predictive_accuracy: 0.9065, prior_entropy: 2, recall: 0.9065, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.4994,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8971, kappa: 0.8078, kb_relative_information_score: 862401.7608, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8977, predictive_accuracy: 0.8978, prior_entropy: 2, recall: 0.8978, relative_absolute_error: 0.1666, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.4784,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882504.8031, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5094,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 868601.2702, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.4926,