Run
1665704

Run 1665704

Task 3918 (Supervised Classification) pc1 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
0.7357
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9094
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1548
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-786.5944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1331
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9089
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9315
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2501
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.984
Cross-validation details (10-fold Crossvalidation)