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OpenML
Task
Supervised Data Stream Classification on BNG(sonar)

Supervised Data Stream Classification on BNG(sonar)

Task 2160 Supervised Data Stream Classification BNG(sonar) 290 runs submitted
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Jason 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, f_measure: 0.7766, kappa: 0.5509, kb_relative_information_score: 515144.5776, mean_absolute_error: 0.2472, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7767, predictive_accuracy: 0.7769, prior_entropy: 1, recall: 0.7769, relative_absolute_error: 0.4945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.8243,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8227, f_measure: 0.7622, kappa: 0.5219, kb_relative_information_score: 523009.6893, mean_absolute_error: 0.2391, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7628, predictive_accuracy: 0.7628, prior_entropy: 1, recall: 0.7628, relative_absolute_error: 0.4781, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4512, root_relative_squared_error: 0.9023,
Jason 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8002, f_measure: 0.7109, kappa: 0.4219, kb_relative_information_score: 190829.2462, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7222, predictive_accuracy: 0.7161, prior_entropy: 1, recall: 0.7161, relative_absolute_error: 0.8401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4417, root_relative_squared_error: 0.8835,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.8, kappa: 0.5983, kb_relative_information_score: 473919.2432, mean_absolute_error: 0.2768, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8, predictive_accuracy: 0.8001, prior_entropy: 1, recall: 0.8001, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3734, root_relative_squared_error: 0.7468,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8227, kappa: 0.6437, kb_relative_information_score: 509685.7837, mean_absolute_error: 0.2595, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.823, prior_entropy: 1, recall: 0.823, relative_absolute_error: 0.519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.355, root_relative_squared_error: 0.7099,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, f_measure: 0.7572, kappa: 0.5122, kb_relative_information_score: 480463.0561, mean_absolute_error: 0.2675, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7571, predictive_accuracy: 0.7573, prior_entropy: 1, recall: 0.7573, relative_absolute_error: 0.5349, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3947, root_relative_squared_error: 0.7894,
Jason 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 497754.6968, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8954,
Jason 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7182, f_measure: 0.7208, kappa: 0.4406, kb_relative_information_score: 449528.618, mean_absolute_error: 0.2752, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.729, predictive_accuracy: 0.7247, prior_entropy: 1, recall: 0.7247, relative_absolute_error: 0.5505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5243, root_relative_squared_error: 1.0487,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7391, f_measure: 0.6977, kappa: 0.3938, kb_relative_information_score: 357355.9616, mean_absolute_error: 0.3255, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6985, predictive_accuracy: 0.6975, prior_entropy: 1, recall: 0.6975, relative_absolute_error: 0.6511, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4913, root_relative_squared_error: 0.9826,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7096, f_measure: 0.7057, kappa: 0.4089, kb_relative_information_score: 411457.947, mean_absolute_error: 0.2943, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7057, predictive_accuracy: 0.7057, prior_entropy: 1, recall: 0.7057, relative_absolute_error: 0.5886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5417, root_relative_squared_error: 1.0834,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, f_measure: 0.7971, kappa: 0.5922, kb_relative_information_score: 577051.8376, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7971, predictive_accuracy: 0.7972, prior_entropy: 1, recall: 0.7972, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4052, root_relative_squared_error: 0.8104,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7246, f_measure: 0.7103, kappa: 0.4181, kb_relative_information_score: 219886.9584, mean_absolute_error: 0.4082, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7135, predictive_accuracy: 0.7126, prior_entropy: 1, recall: 0.7126, relative_absolute_error: 0.8164, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4496, root_relative_squared_error: 0.8992,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6146, f_measure: 0.6168, kappa: 0.2297, kb_relative_information_score: 234580, mean_absolute_error: 0.3827, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6166, predictive_accuracy: 0.6173, prior_entropy: 1, recall: 0.6173, relative_absolute_error: 0.7654, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6186, root_relative_squared_error: 1.2373,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8557, f_measure: 0.7529, kappa: 0.5034, kb_relative_information_score: 425257.4664, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7529, predictive_accuracy: 0.7531, prior_entropy: 1, recall: 0.7531, relative_absolute_error: 0.5986, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.7925,
Jason 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.7768, kappa: 0.5514, kb_relative_information_score: 516180.4986, mean_absolute_error: 0.2466, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7769, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4932, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4125, root_relative_squared_error: 0.8249,
Jason 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.76, f_measure: 0.7435, kappa: 0.4851, kb_relative_information_score: 383802.5979, mean_absolute_error: 0.3228, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7491, predictive_accuracy: 0.7461, prior_entropy: 1, recall: 0.7461, relative_absolute_error: 0.6457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4423, root_relative_squared_error: 0.8846,
Jason 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8429, f_measure: 0.7554, kappa: 0.511, kb_relative_information_score: 497149.2363, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7584, predictive_accuracy: 0.7552, prior_entropy: 1, recall: 0.7552, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8945,
Jason 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6443, f_measure: 0.5829, kappa: 0.2313, kb_relative_information_score: 98828.0225, mean_absolute_error: 0.4579, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6576, predictive_accuracy: 0.6041, prior_entropy: 1, recall: 0.6041, relative_absolute_error: 0.9159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4787, root_relative_squared_error: 0.9575,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 539830.7195, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.4814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7694,
Jason 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.7094, kappa: 0.4158, kb_relative_information_score: 417228.6904, mean_absolute_error: 0.2923, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7106, predictive_accuracy: 0.7107, prior_entropy: 1, recall: 0.7107, relative_absolute_error: 0.5846, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5243, root_relative_squared_error: 1.0486,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6587, f_measure: 0.661, kappa: 0.321, kb_relative_information_score: 332244, mean_absolute_error: 0.3339, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6679, predictive_accuracy: 0.6661, prior_entropy: 1, ram_hours: 0, recall: 0.6661, relative_absolute_error: 0.6678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5776, root_relative_squared_error: 1.1552, run_cpu_time: 20.7281,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8367, f_measure: 0.7535, kappa: 0.5057, kb_relative_information_score: 495907.332, mean_absolute_error: 0.2534, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7542, predictive_accuracy: 0.7533, prior_entropy: 1, ram_hours: 0, recall: 0.7533, relative_absolute_error: 0.5069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4544, root_relative_squared_error: 0.9087, run_cpu_time: 45.959,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.7475, kappa: 0.4962, kb_relative_information_score: 326963.8382, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7522, predictive_accuracy: 0.7473, prior_entropy: 1, ram_hours: 0.0066, recall: 0.7473, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4132, root_relative_squared_error: 0.8265, run_cpu_time: 27536.8535,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7472, f_measure: 0.7324, kappa: 0.4621, kb_relative_information_score: 367223.9594, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7349, predictive_accuracy: 0.7341, prior_entropy: 1, ram_hours: 0, recall: 0.7341, relative_absolute_error: 0.6594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.46, root_relative_squared_error: 0.9201, run_cpu_time: 21.5693,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7774, f_measure: 0.7787, kappa: 0.5554, kb_relative_information_score: 557696, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7787, predictive_accuracy: 0.7788, prior_entropy: 1, ram_hours: 0, recall: 0.7788, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4703, root_relative_squared_error: 0.9405, run_cpu_time: 20.2655,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 497759.0352, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, ram_hours: 0, recall: 0.7553, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8954, run_cpu_time: 33.4343,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922, run_cpu_time: 54.0077,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8315, kappa: 0.6613, kb_relative_information_score: 499548.0317, mean_absolute_error: 0.2686, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8319, predictive_accuracy: 0.8318, prior_entropy: 1, ram_hours: 0.082, recall: 0.8318, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7004, run_cpu_time: 1052.0299,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8389, f_measure: 0.7621, kappa: 0.5221, kb_relative_information_score: 260216.1509, mean_absolute_error: 0.3889, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7621, predictive_accuracy: 0.7622, prior_entropy: 1, ram_hours: 0.0658, recall: 0.7622, relative_absolute_error: 0.7779, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4188, root_relative_squared_error: 0.8376, run_cpu_time: 1679.3426,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, ram_hours: 0.1518, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595, run_cpu_time: 693.7735,
Jason 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.7094, kappa: 0.4158, kb_relative_information_score: 417228.6904, mean_absolute_error: 0.2923, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7106, predictive_accuracy: 0.7107, prior_entropy: 1, ram_hours: 0, recall: 0.7107, relative_absolute_error: 0.5846, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5243, root_relative_squared_error: 1.0486, run_cpu_time: 19.7,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922, run_cpu_time: 57.01,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.6889, kappa: 0.3806, kb_relative_information_score: 304786.3313, mean_absolute_error: 0.3564, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7059, predictive_accuracy: 0.6968, prior_entropy: 1, ram_hours: 0.4007, recall: 0.6968, relative_absolute_error: 0.7127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4315, root_relative_squared_error: 0.8631, run_cpu_time: 2181.84,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3701, kappa: -0, kb_relative_information_score: 5945.5761, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4654, predictive_accuracy: 0.5325, prior_entropy: 1, ram_hours: 0, recall: 0.5325, relative_absolute_error: 0.9957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, run_cpu_time: 21.86,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.7551, kappa: 0.5078, kb_relative_information_score: 364026.5069, mean_absolute_error: 0.3334, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7551, predictive_accuracy: 0.7554, prior_entropy: 1, ram_hours: 0, recall: 0.7554, relative_absolute_error: 0.6668, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.829, run_cpu_time: 23.1661,
Jason 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8235, kappa: 0.6452, kb_relative_information_score: 502851.9, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8238, prior_entropy: 1, ram_hours: 0.0057, recall: 0.8238, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.7133, run_cpu_time: 315.6671,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.7869, kappa: 0.5716, kb_relative_information_score: 575060, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7876, predictive_accuracy: 0.7875, prior_entropy: 1, ram_hours: 0, recall: 0.7875, relative_absolute_error: 0.4249, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4607, root_relative_squared_error: 0.9213, run_cpu_time: 26.05,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.7452, kappa: 0.4928, kb_relative_information_score: 326813.1473, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7519, predictive_accuracy: 0.7453, prior_entropy: 1, ram_hours: 0.0002, recall: 0.7453, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.827, run_cpu_time: 1175.082,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.721, kappa: 0.4409, kb_relative_information_score: 449806, mean_absolute_error: 0.2751, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7292, predictive_accuracy: 0.7249, prior_entropy: 1, ram_hours: 0, recall: 0.7249, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5245, root_relative_squared_error: 1.049, run_cpu_time: 19.8457,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.84, f_measure: 0.7977, kappa: 0.5935, kb_relative_information_score: 500189.7023, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7978, predictive_accuracy: 0.7979, prior_entropy: 1, ram_hours: 0.0005, recall: 0.7979, relative_absolute_error: 0.5241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.7984, run_cpu_time: 171.92,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5021, kappa: -0.0001, kb_relative_information_score: 4142, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5021, predictive_accuracy: 0.5021, prior_entropy: 1, ram_hours: 0, recall: 0.5021, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7056, root_relative_squared_error: 1.4113, run_cpu_time: 17.0346,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.2978, kb_relative_information_score: -64950, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, ram_hours: 0.0074, recall: 0.4675, relative_absolute_error: 1.065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7295, root_relative_squared_error: 1.4591, run_cpu_time: 91.94,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, ram_hours: 0, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595, run_cpu_time: 21.8248,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.8281, kappa: 0.6546, kb_relative_information_score: 295903.7719, mean_absolute_error: 0.3766, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8281, predictive_accuracy: 0.8281, prior_entropy: 1, ram_hours: 0.0068, recall: 0.8281, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.795, run_cpu_time: 375.6687,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8228, kappa: 0.6437, kb_relative_information_score: 501467.8469, mean_absolute_error: 0.2668, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.823, prior_entropy: 1, ram_hours: 0.0079, recall: 0.823, relative_absolute_error: 0.5337, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.7146, run_cpu_time: 451.37,

    Metric:

    Timeline

    Plotting contribution timeline

    Leaderboard

    Rank Name Top Score Entries Highest rank

    Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

    Challenge

    Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

    Given inputs

    estimation_procedure Interleaved Test then Train
    source_data BNG(sonar) (1)
    target_feature Class

    Expected outputs

    evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
    predictions The desired output format Predictions (optional)

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