Run
528408

Run 528408

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 02-03-2016 by Jan van Rijn
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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)_cfalse
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
0.947
Per class
Confusion matrix
F measure
0.9271
Per class
Kappa
0.8544
KB relative information score
854361.1927
Mean absolute error
0.0728
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9309
Per class
Predictive accuracy
0.9272
Prior entropy
1
Recall
0.9272
Per class
Relative absolute error
0.1457
Root mean prior squared error
0.5
Root mean squared error
0.2666
Root relative squared error
0.5331