Run
1665708

Run 1665708

Task 3896 (Supervised Classification) ada_agnostic Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.DTNB(4)Mark Hall, Eibe Frank: Combining Naive Bayes and Decision Tables. In: Proceedings of the 21st Florida Artificial Intelligence Society Conference (FLAIRS), 318-319, 2008.
weka.DTNB(4)_X1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.877
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8383
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.555
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1677.9662
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2255
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3371
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7804
Cross-validation details (10-fold Crossvalidation)