Run
524579

Run 524579

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 17-02-2016 by Jan van Rijn
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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)_a0.999

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
0.9824
Per class
Confusion matrix
F measure
0.9337
Per class
Kappa
0.8552
KB relative information score
757313.3184
Mean absolute error
0.1358
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9339
Per class
Predictive accuracy
0.934
Prior entropy
1
Recall
0.934
Per class
Relative absolute error
0.2717
Root mean prior squared error
0.5
Root mean squared error
0.2252
Root relative squared error
0.4504