Run
1665731

Run 1665731

Task 9978 (Supervised Classification) ozone-level-8hr 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
0.7914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2236
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2504.6585
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1273
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0735
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0567
Cross-validation details (10-fold Crossvalidation)