Run
524293

Run 524293

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.9755
Per class
Confusion matrix
F measure
0.941
Per class
Kappa
0.8653
KB relative information score
572776.2035
Mean absolute error
0.2417
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9412
Per class
Predictive accuracy
0.9414
Prior entropy
1
Recall
0.9414
Per class
Relative absolute error
0.4834
Root mean prior squared error
0.5
Root mean squared error
0.2862
Root relative squared error
0.5725