Run
12416

Run 12416

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)_B20

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
0.6944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4513
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1548
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)
Precision
0.8323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4694
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9721
Cross-validation details (10-fold Crossvalidation)