Run
9440

Run 9440

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)_M15

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.

17 Evaluation measures

Area under ROC curve
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5649
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5726
Cross-validation details (10-fold Crossvalidation)
KB relative information score
116.3878
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0407
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)
Precision
0.5321
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1456
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.769
Cross-validation details (10-fold Crossvalidation)