Run
524571

Run 524571

Task 199 (Supervised Data Stream Classification) SEA(50) 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)_a0.999

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
0.8789
Per class
Confusion matrix
F measure
0.875
Per class
Kappa
0.7341
KB relative information score
601281.5395
Mean absolute error
0.2183
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8763
Per class
Predictive accuracy
0.8763
Prior entropy
1
Recall
0.8763
Per class
Relative absolute error
0.4365
Root mean prior squared error
0.5
Root mean squared error
0.3327
Root relative squared error
0.6654