Run
1512

Run 1512

Task 164 (Supervised Data Stream Classification) BNG(credit-a,nominal,1000000) Uploaded 23-04-2014 by Jan van Rijn
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Flow

moa.WEKAClassifier(1)Moa implementation of WEKAClassifier
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.bayes.NaiveBayes
moa.WEKAClassifier(1)_w0

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.

20 Evaluation measures

Area under ROC curve
0.9266
Per class
Confusion matrix
F measure
0.8651
Per class
Kappa
0.7267
KB relative information score
651201.2667
Mean absolute error
0.1844
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.865
Per class
Predictive accuracy
0.8652
Prior entropy
1
Ram hours
0
Recall
0.8652
Per class
Relative absolute error
0.3687
Root mean prior squared error
0.5
Root mean squared error
0.32
Root relative squared error
0.64
Run CPU time
8.37