Run
10102

Run 10102

Task 54 (Supervised Classification) hepatitis Uploaded 22-05-2014 by Joaquin Vanschoren
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weka.OneR(1)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(1)_B15

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
0.659
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.2195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1742
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
0.8072
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0311
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.0904[561.39059440769631015.7907504114269484.54051677983614909.59057174132591769.1393263693276]