Run
239014

Run 239014

Task 4589 (Supervised Classification) page-blocks Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.DTNB(3)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(3)_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.

22 Evaluation measures

Area under ROC curve
0.9778
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9594
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7819
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
34517.695
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0517
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
54730
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9601
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9589
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9589
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2815
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1836
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6059
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
918.6005
UserCPU time millis
1970
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1950
Cross-validation details (10 times 10-fold Crossvalidation)