DEVELOPMENT... OpenML
Run
2103

Run 2103

Task 177 (Supervised Data Stream Classification) BNG(heart-h,nominal,1000000) Uploaded 24-04-2014 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
0.9362
Per class
Confusion matrix
F measure
0.8625
Per class
Kappa
0.7051
KB relative information score
827950.1853
Mean absolute error
0.0731
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8624
Per class
Predictive accuracy
0.8629
Prior entropy
2.3219
Ram hours
0
Recall
0.8629
Per class
Relative absolute error
0.2283
Root mean prior squared error
0.4
Root mean squared error
0.1988
Root relative squared error
0.497
Run CPU time
20.33