Run
92013

Run 92013

Task 3862 (Supervised Classification) audiology Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.J48(13)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(13)_C0.25
weka.J48(13)_M2

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
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0016
Cross-validation details (10-fold Crossvalidation)
Build memory
816805796.3186
Cross-validation details (10-fold Crossvalidation)
F measure
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
188.5701
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0615
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3783
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
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8182
Cross-validation details (10-fold Crossvalidation)
Recall
0.9558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1627
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4343
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4462
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
922.5645