Run
524262

Run 524262

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 16-02-2016 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)_a0.9

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
0.6915
Per class
Confusion matrix
F measure
0.5215
Per class
Kappa
0.2651
KB relative information score
9449.241
Mean absolute error
0.3982
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5255
Per class
Predictive accuracy
0.5197
Prior entropy
1.585
Recall
0.5197
Per class
Relative absolute error
0.8959
Root mean prior squared error
0.4714
Root mean squared error
0.4433
Root relative squared error
0.9403