Run
1981

Run 1981

Task 167 (Supervised Data Stream Classification) BNG(pendigits,nominal,1000000) Uploaded 24-04-2014 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
0.9641
Per class
Confusion matrix
F measure
0.7946
Per class
Kappa
0.7741
KB relative information score
791410.7938
Mean absolute error
0.0459
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7993
Per class
Predictive accuracy
0.7967
Prior entropy
3.3219
Ram hours
0
Recall
0.7967
Per class
Relative absolute error
0.255
Root mean prior squared error
0.3
Root mean squared error
0.1796
Root relative squared error
0.5986
Run CPU time
39.9