Run
1608740

Run 1608740

Task 3962 (Supervised Classification) OVA_Breast Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.OneR(18)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(18)_B6

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1137.4335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0796
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9204
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2299
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6782
Cross-validation details (10-fold Crossvalidation)