Run
524085

Run 524085

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 15-02-2016 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
0.9259
Per class
Confusion matrix
F measure
0.8524
Per class
Kappa
0.6961
KB relative information score
23365.4271
Mean absolute error
0.262
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8584
Per class
Predictive accuracy
0.8546
Prior entropy
1
Recall
0.8546
Per class
Relative absolute error
0.5239
Root mean prior squared error
0.5
Root mean squared error
0.3393
Root relative squared error
0.6786