Run
2532

Run 2532

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,nominal,1000000) Uploaded 25-04-2014 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
0.9374
Per class
Confusion matrix
F measure
0.8043
Per class
Kappa
0.7162
KB relative information score
712689.7001
Mean absolute error
0.1459
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8203
Per class
Predictive accuracy
0.8106
Prior entropy
1.585
Ram hours
0
Recall
0.8106
Per class
Relative absolute error
0.3282
Root mean prior squared error
0.4714
Root mean squared error
0.3136
Root relative squared error
0.6652
Run CPU time
25.25