Run
1971581

Run 1971581

Task 3951 (Supervised Classification) desharnais Uploaded 03-04-2017 by Kelt Coolen
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Flow

weka.PART(6)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(6)_C0.25
weka.PART(6)_M2
weka.PART(6)_Q1

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
0.7549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.8311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2174
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
0.6898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6914
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10-fold Crossvalidation)
Recall
0.6914
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4281
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9845
Cross-validation details (10-fold Crossvalidation)
Total cost