Run
159771

Run 159771

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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
0.8084
Per class
Confusion matrix
F measure
0.7593
Per class
Kappa
0.4149
KB relative information score
436910.7255
Mean absolute error
0.2924
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.757
Per class
Predictive accuracy
0.766
Prior entropy
1
Recall
0.766
Per class
Relative absolute error
0.5848
Root mean prior squared error
0.5
Root mean squared error
0.4021
Root relative squared error
0.8042