Run
34028

Run 34028

Task 2 (Supervised Classification) anneal Uploaded 17-10-2014 by Joaquin Vanschoren
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Flow

weka.DTNB(2)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(2)_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.

21 Evaluation measures

Area under ROC curve
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
13.3285
Cross-validation details (10-fold Crossvalidation)
Build memory
76886572
Cross-validation details (10-fold Crossvalidation)
F measure
0.9836
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9582
Cross-validation details (10-fold Crossvalidation)
KB relative information score
664.2475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0442
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.5]
Precision
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3294
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1008
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3904
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1610.9299[803.98278191618531026.614231248028658.33341286034991245.04394270842844320.674906631182]