Run
22877

Run 22877

Task 7 (Supervised Classification) audiology Uploaded 23-06-2014 by Joaquin Vanschoren
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Flow

weka.DTNB(1)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(1)_X1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.716
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.1811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0354
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.7566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1245
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6577
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
905.0103[545.75742052231731014.4538012229739474.686957266523909.90626928802961580.246872590131]