Run
524273

Run 524273

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) 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
0.7633
Per class
Confusion matrix
F measure
0.6622
Per class
Kappa
0.245
KB relative information score
11236.2299
Mean absolute error
0.3712
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7093
Per class
Predictive accuracy
0.708
Prior entropy
1
Recall
0.708
Per class
Relative absolute error
0.7424
Root mean prior squared error
0.5
Root mean squared error
0.4338
Root relative squared error
0.8676