Run
9892

Run 9892

Task 42 (Supervised Classification) haberman 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)_B5

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
0.5432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6697
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1026
Cross-validation details (10-fold Crossvalidation)
KB relative information score
51.5652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2941
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6582
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7059
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7059
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7542
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2293
Cross-validation details (10-fold Crossvalidation)