OpenML
12474

Run 12474

Task 39 (Supervised Classification) sonar Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.PART(1)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(1)_C0.25
weka.PART(1)_M2
weka.PART(1)_Q1

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
0.6978
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.2802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6923
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.6923
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0907
Cross-validation details (10-fold Crossvalidation)