OpenML
12

Run 12

Task 39 (Supervised Classification) sonar Uploaded 06-04-2014 by Jan van Rijn
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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)_B6

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.

19 Evaluation measures

Area under ROC curve
0.6252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6266
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2543
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.0079
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3654
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)
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.6363
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.6346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2117
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1979.5781