Run
12912

Run 12912

Task 54 (Supervised Classification) hepatitis 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)_C0.9
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.

19 Evaluation measures

Area under ROC curve
0.6443
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8093
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3925
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.4906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2625
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8194
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8194
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7958
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9126
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
950.9311[568.15657261516061015.7907504114269484.54051677983614915.30723635829941770.860427897459]