Run
159743

Run 159743

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,nominal,1000000) Uploaded 12-02-2015 by Jan van Rijn
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Flow

moa.LeveragingBag_NaiveBayes(1)Moa implementation of LeveragingBag
moa.LeveragingBag_NaiveBayes(1)_lmoa.classifiers.bayes.NaiveBayes
moa.LeveragingBag_NaiveBayes(1)_s10
moa.LeveragingBag_NaiveBayes(1)_w6.0
moa.LeveragingBag_NaiveBayes(1)_a0.002
moa.LeveragingBag_NaiveBayes(1)_ofalse
moa.LeveragingBag_NaiveBayes(1)_mLeveragingBag
moa.LeveragingBag_NaiveBayes(1)_r1

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
0.944
Per class
Confusion matrix
F measure
0.8091
Per class
Kappa
0.7241
KB relative information score
721367.9266
Mean absolute error
0.1414
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8291
Per class
Predictive accuracy
0.8159
Prior entropy
1.585
Recall
0.8159
Per class
Relative absolute error
0.3181
Root mean prior squared error
0.4714
Root mean squared error
0.3093
Root relative squared error
0.6561