Run
10485

Run 10485

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)_C0.25
weka.J48(1)_M5

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
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7411
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.5319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0267
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
0.7324
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1212
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6403
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
892.615[560.1286429224451924.6425749339037484.1035797902428912.12245438067161582.0779577151911]