Run
524511

Run 524511

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 17-02-2016 by Joaquin Vanschoren
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Flow

moa.WeightedEnsemble(2)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(2)_a0.99

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.9513
Per class
Confusion matrix
F measure
0.7033
Per class
Kappa
0.6743
KB relative information score
570681.2078
Mean absolute error
0.1052
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7037
Per class
Predictive accuracy
0.7039
Prior entropy
3.4594
Recall
0.7039
Per class
Relative absolute error
0.6363
Root mean prior squared error
0.2875
Root mean squared error
0.2085
Root relative squared error
0.7254