Run
12043

Run 12043

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)_C0.05
weka.J48(1)_M2

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
0.9273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7662
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.8332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0217
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
0.7562
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.7876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6292
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
911.8992[565.39404163109531016.0585376856843484.75925509327664912.12253004766961581.1618304535696]