Run
173661

Run 173661

Task 3615 (Supervised Classification) fri_c3_500_5 Uploaded 21-02-2015 by Jan van Rijn
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weka.OneR(17)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(17)_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.

22 Evaluation measures

Area under ROC curve
0.7648
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5302
Cross-validation details (10-fold Crossvalidation)
KB relative information score
265.0841
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.234
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4987
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9981
Cross-validation details (10-fold Crossvalidation)
Recall
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4993
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9688
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1351.788
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)