DEVELOPMENT... OpenML
Run
159736

Run 159736

Task 179 (Supervised Data Stream Classification) BNG(heart-statlog,nominal,1000000) Uploaded 12-02-2015 by Jason
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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
0.9479
Per class
Confusion matrix
F measure
0.8757
Per class
Kappa
0.7485
KB relative information score
687250.7146
Mean absolute error
0.1645
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8757
Per class
Predictive accuracy
0.8758
Prior entropy
1
Recall
0.8758
Per class
Relative absolute error
0.329
Root mean prior squared error
0.5
Root mean squared error
0.2998
Root relative squared error
0.5996