Run
7922

Run 7922

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)_M10

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
0.9113
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
135.9203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0346
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
0.6139
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.7168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1364
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7204
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.838[561.029481566851928.2056989476657483.0147548568529900.21979849863431761.7204843045454]