Run
524256

Run 524256

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.8785
Per class
Confusion matrix
F measure
0.874
Per class
Kappa
0.7321
KB relative information score
568932.3075
Mean absolute error
0.2374
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8751
Per class
Predictive accuracy
0.8752
Prior entropy
1
Recall
0.8752
Per class
Relative absolute error
0.4749
Root mean prior squared error
0.5
Root mean squared error
0.3352
Root relative squared error
0.6704