Run
450

Run 450

Task 54 (Supervised Classification) hepatitis Uploaded 07-04-2014 by Jan van Rijn
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Flow

weka.JRip(1)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(1)_S1

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
0.5667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1869
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.1278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2841
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.7361
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.7613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8614
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0725
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1924.6749