Run
1942761

Run 1942761

Task 3951 (Supervised Classification) desharnais Uploaded 02-04-2017 by Dave de Vos
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weka.OneR(20)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(20)_B6
weka.OneR(20)_batch-size99

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
0.6878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6424
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3815
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.2722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.214
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3804
Cross-validation details (10-fold Crossvalidation)
Number of instances
81
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.679
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10-fold Crossvalidation)
Recall
0.679
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4626
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.064
Cross-validation details (10-fold Crossvalidation)