Run
528448

Run 528448

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 02-03-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttemptV2_NaiveBayes(1)Moa implementation of StackingAttemptV2
moa.StackingAttemptV2_NaiveBayes(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_NaiveBayes(1)_mmoa.classifiers.bayes.NaiveBayes
moa.StackingAttemptV2_NaiveBayes(1)_ctrue
moa.StackingAttemptV2_NaiveBayes(1)_hfalse

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
0.9452
Per class
Confusion matrix
F measure
0.9258
Per class
Kappa
0.852
KB relative information score
851848.0007
Mean absolute error
0.0741
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9298
Per class
Predictive accuracy
0.926
Prior entropy
1
Recall
0.926
Per class
Relative absolute error
0.1482
Root mean prior squared error
0.5
Root mean squared error
0.2691
Root relative squared error
0.5381