Run
159733

Run 159733

Task 177 (Supervised Data Stream Classification) BNG(heart-h,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
0.9379
Per class
Confusion matrix
F measure
0.8643
Per class
Kappa
0.709
KB relative information score
832093.1585
Mean absolute error
0.0708
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8637
Per class
Predictive accuracy
0.8653
Prior entropy
2.3219
Recall
0.8653
Per class
Relative absolute error
0.2213
Root mean prior squared error
0.4
Root mean squared error
0.1975
Root relative squared error
0.4938