Run
524220

Run 524220

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)_a0.999

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
0.7649
Per class
Confusion matrix
F measure
0.6626
Per class
Kappa
0.2462
KB relative information score
11250.6211
Mean absolute error
0.3711
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7116
Per class
Predictive accuracy
0.7089
Prior entropy
1
Recall
0.7089
Per class
Relative absolute error
0.7421
Root mean prior squared error
0.5
Root mean squared error
0.4333
Root relative squared error
0.8667