Run
11805

Run 11805

Task 7 (Supervised Classification) audiology Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.1
weka.J48(1)_M20

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
0.8272
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4864
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4956
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.0221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0475
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
0.4246
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.5929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8213
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.7207[553.02492572585251014.1868590421574483.6674820550281910.53832226537881757.1857345400422]