Task
Supervised Data Stream Classification on BNG(vowel)

Supervised Data Stream Classification on BNG(vowel)

Task 7282 Supervised Data Stream Classification BNG(vowel) 44 runs submitted
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Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.5778, kappa: 0.5356, kb_relative_information_score: 516349.6516, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5788, predictive_accuracy: 0.5778, prior_entropy: 3.4594, recall: 0.5778, relative_absolute_error: 0.673, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.229, root_relative_squared_error: 0.7967,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.3946, kappa: 0.3346, kb_relative_information_score: 381342.6183, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3945, predictive_accuracy: 0.3951, prior_entropy: 3.4594, recall: 0.3951, relative_absolute_error: 0.7946, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.8917,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.768, f_measure: 0.2936, kappa: 0.2239, kb_relative_information_score: 288603.645, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.2931, predictive_accuracy: 0.2945, prior_entropy: 3.4594, recall: 0.2945, relative_absolute_error: 0.8573, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2767, root_relative_squared_error: 0.9626,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8142, f_measure: 0.3456, kappa: 0.291, kb_relative_information_score: 314920.1474, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3465, predictive_accuracy: 0.3555, prior_entropy: 3.4594, recall: 0.3555, relative_absolute_error: 0.8521, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.9229,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6314, f_measure: 0.0503, kappa: 0.0634, kb_relative_information_score: 94207.7135, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1426, predictive_accuracy: 0.1487, prior_entropy: 3.4594, recall: 0.1487, relative_absolute_error: 0.9795, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2843, root_relative_squared_error: 0.9888,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: 54953.8037, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0083, predictive_accuracy: 0.0911, prior_entropy: 3.4594, recall: 0.0911, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4065, root_relative_squared_error: 1.4141,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0151, kb_relative_information_score: 54682.4296, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0082, predictive_accuracy: 0.0908, prior_entropy: 3.4594, recall: 0.0908, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4143,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5084, f_measure: 0.0445, kappa: 0.0131, kb_relative_information_score: 73197.2222, mean_absolute_error: 0.1632, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0424, predictive_accuracy: 0.1027, prior_entropy: 3.4594, recall: 0.1027, relative_absolute_error: 0.9876, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3999, root_relative_squared_error: 1.3911,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.5217, kappa: 0.4741, kb_relative_information_score: 470080.0072, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5217, predictive_accuracy: 0.5219, prior_entropy: 3.4594, recall: 0.5219, relative_absolute_error: 0.7162, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2394, root_relative_squared_error: 0.8328,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8101, f_measure: 0.3648, kappa: 0.3046, kb_relative_information_score: 180263.59, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3641, predictive_accuracy: 0.3678, prior_entropy: 3.4594, recall: 0.3678, relative_absolute_error: 0.9456, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2761, root_relative_squared_error: 0.9605,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6504, f_measure: 0.1389, kappa: 0.0811, kb_relative_information_score: 112151.7931, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1658, predictive_accuracy: 0.1647, prior_entropy: 3.4594, recall: 0.1647, relative_absolute_error: 0.9727, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.9858,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6653, f_measure: 0.1685, kappa: 0.0866, kb_relative_information_score: 140484.7255, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.168, predictive_accuracy: 0.1697, prior_entropy: 3.4594, recall: 0.1697, relative_absolute_error: 0.912, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.36, root_relative_squared_error: 1.2523,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.6032, kappa: 0.5634, kb_relative_information_score: 470857.5672, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6042, predictive_accuracy: 0.6031, prior_entropy: 3.4594, recall: 0.6031, relative_absolute_error: 0.7373, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.8107,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5963, f_measure: 0.1938, kappa: 0.1209, kb_relative_information_score: 180661.6707, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.225, predictive_accuracy: 0.2009, prior_entropy: 3.4594, recall: 0.2009, relative_absolute_error: 0.8828, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3634, root_relative_squared_error: 1.264,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6348, f_measure: 0.2199, kappa: 0.1473, kb_relative_information_score: 164226.5648, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3316, predictive_accuracy: 0.2245, prior_entropy: 3.4594, recall: 0.2245, relative_absolute_error: 0.8981, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2873, root_relative_squared_error: 0.9993,
Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, f_measure: 0.3629, kappa: 0.3066, kb_relative_information_score: 329733.5398, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3633, predictive_accuracy: 0.3697, prior_entropy: 3.4594, recall: 0.3697, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.9144,
Jan van Rijn 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6292, f_measure: 0.0472, kappa: 0.0622, kb_relative_information_score: 94396.6347, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0923, predictive_accuracy: 0.1476, prior_entropy: 3.4594, recall: 0.1476, relative_absolute_error: 0.9795, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2843, root_relative_squared_error: 0.9889,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.7062, kappa: 0.6773, kb_relative_information_score: 688433.7777, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7059, predictive_accuracy: 0.7067, prior_entropy: 3.4594, recall: 0.7067, relative_absolute_error: 0.4432, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.6728,
Jan van Rijn 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: 54953.8037, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0083, predictive_accuracy: 0.0911, prior_entropy: 3.4594, recall: 0.0911, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4065, root_relative_squared_error: 1.4141,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6688, f_measure: 0.3501, kappa: 0.2844, kb_relative_information_score: 343864.6314, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3573, predictive_accuracy: 0.3494, prior_entropy: 3.4594, recall: 0.3494, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3136, root_relative_squared_error: 1.091,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7669, f_measure: 0.3182, kappa: 0.2571, kb_relative_information_score: 179127.7167, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3204, predictive_accuracy: 0.3246, prior_entropy: 3.4594, recall: 0.3246, relative_absolute_error: 0.9469, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.9651,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: 54895.8148, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0083, predictive_accuracy: 0.0911, prior_entropy: 3.4594, recall: 0.0911, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4064, root_relative_squared_error: 1.4137,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.3202, kappa: 0.2567, kb_relative_information_score: 314317.5974, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3213, predictive_accuracy: 0.3242, prior_entropy: 3.4594, recall: 0.3242, relative_absolute_error: 0.8386, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.943,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5548, f_measure: 0.1793, kappa: 0.1094, kb_relative_information_score: 158140.6554, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1817, predictive_accuracy: 0.1904, prior_entropy: 3.4594, recall: 0.1904, relative_absolute_error: 0.8906, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3836, root_relative_squared_error: 1.3342,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7013, f_measure: 0.2765, kappa: 0.2088, kb_relative_information_score: 280362.4702, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.2958, predictive_accuracy: 0.2807, prior_entropy: 3.4594, recall: 0.2807, relative_absolute_error: 0.8465, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2899, root_relative_squared_error: 1.0085,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6688, f_measure: 0.3501, kappa: 0.2844, kb_relative_information_score: 343864.6314, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3573, predictive_accuracy: 0.3494, prior_entropy: 3.4594, recall: 0.3494, relative_absolute_error: 0.7406, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3136, root_relative_squared_error: 1.091,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5062, f_measure: 0.0435, kappa: 0.0124, kb_relative_information_score: 66407.6614, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0459, predictive_accuracy: 0.1021, prior_entropy: 3.4594, recall: 0.1021, relative_absolute_error: 0.9877, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.404, root_relative_squared_error: 1.4055,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.0468, kappa: -0.0001, kb_relative_information_score: 862.1015, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0883, predictive_accuracy: 0.091, prior_entropy: 3.4594, recall: 0.091, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2875, root_relative_squared_error: 1,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0909, kappa: 0, kb_relative_information_score: 54787.4441, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0909, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.3573, kappa: 0.2971, kb_relative_information_score: 315901.0429, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3596, predictive_accuracy: 0.361, prior_entropy: 3.4594, recall: 0.361, relative_absolute_error: 0.8378, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.264, root_relative_squared_error: 0.9182,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.6886, kappa: 0.6583, kb_relative_information_score: 669657.068, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6886, predictive_accuracy: 0.6894, prior_entropy: 3.4594, recall: 0.6894, relative_absolute_error: 0.4626, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.6936,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: 54953.8037, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0083, predictive_accuracy: 0.0911, prior_entropy: 3.4594, recall: 0.0911, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4065, root_relative_squared_error: 1.4141,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.6951, kappa: 0.6652, kb_relative_information_score: 677490.2454, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6949, predictive_accuracy: 0.6957, prior_entropy: 3.4594, recall: 0.6957, relative_absolute_error: 0.4562, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6859,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5459, f_measure: 0.1098, kappa: 0.0229, kb_relative_information_score: 37038.726, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.114, predictive_accuracy: 0.1118, prior_entropy: 3.4594, recall: 0.1118, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2857, root_relative_squared_error: 0.9937,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.6771, kappa: 0.6433, kb_relative_information_score: 643627.9594, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.687, predictive_accuracy: 0.6757, prior_entropy: 3.4594, recall: 0.6757, relative_absolute_error: 0.5023, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.7362,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.6784, kappa: 0.6446, kb_relative_information_score: 647536.9991, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6883, predictive_accuracy: 0.6769, prior_entropy: 3.4594, recall: 0.6769, relative_absolute_error: 0.4957, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.7344,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.7128, kappa: 0.6847, kb_relative_information_score: 682318.4034, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7125, predictive_accuracy: 0.7134, prior_entropy: 3.4594, recall: 0.7134, relative_absolute_error: 0.4655, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.6696,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.7044, kappa: 0.6754, kb_relative_information_score: 682290.5728, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7041, predictive_accuracy: 0.7049, prior_entropy: 3.4594, recall: 0.7049, relative_absolute_error: 0.4574, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.6731,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.5679, kappa: 0.5248, kb_relative_information_score: 536291.0457, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5685, predictive_accuracy: 0.568, prior_entropy: 3.4594, recall: 0.568, relative_absolute_error: 0.6224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.812,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8146, f_measure: 0.3763, kappa: 0.311, kb_relative_information_score: 358858.4961, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3863, predictive_accuracy: 0.3736, prior_entropy: 3.4594, recall: 0.3736, relative_absolute_error: 0.8237, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.9178,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8132, f_measure: 0.3755, kappa: 0.3106, kb_relative_information_score: 358713.3473, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3858, predictive_accuracy: 0.3733, prior_entropy: 3.4594, recall: 0.3733, relative_absolute_error: 0.8237, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.9181,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.6951, kappa: 0.6652, kb_relative_information_score: 677490.2454, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6949, predictive_accuracy: 0.6957, prior_entropy: 3.4594, recall: 0.6957, relative_absolute_error: 0.4562, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6859,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0151, kb_relative_information_score: 54682.4296, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0082, predictive_accuracy: 0.0908, prior_entropy: 3.4594, recall: 0.0908, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4143,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8309, f_measure: 0.3629, kappa: 0.3066, kb_relative_information_score: 329781.925, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3633, predictive_accuracy: 0.3697, prior_entropy: 3.4594, recall: 0.3697, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.9144,

    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(vowel) (2)
    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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