Run
1665674

Run 1665674

Task 3021 (Supervised Classification) sick 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
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9726
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.764
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1398.4833
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0504
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6363
Cross-validation details (10-fold Crossvalidation)