DEVELOPMENT... OpenML
Run
2560

Run 2560

Task 181 (Supervised Data Stream Classification) BNG(hepatitis,nominal,1000000) Uploaded 25-04-2014 by Jason
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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
0.9387
Per class
Confusion matrix
F measure
0.8886
Per class
Kappa
0.6672
KB relative information score
742772.0411
Mean absolute error
0.1328
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8903
Per class
Predictive accuracy
0.8873
Prior entropy
1
Ram hours
0
Recall
0.8873
Per class
Relative absolute error
0.2657
Root mean prior squared error
0.5
Root mean squared error
0.2896
Root relative squared error
0.5792
Run CPU time
10.63