OpenML
93472

Run 93472

Task 3585 (Supervised Classification) veteran Uploaded 08-12-2014 by Joaquin Vanschoren
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weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(3)_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.

21 Evaluation measures

Area under ROC curve
0.5103
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0014
Cross-validation details (10-fold Crossvalidation)
Build memory
561815592
Cross-validation details (10-fold Crossvalidation)
F measure
0.5926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0251
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21.285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3431
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4317
Cross-validation details (10-fold Crossvalidation)
Number of instances
137
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6569
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9006
Cross-validation details (10-fold Crossvalidation)
Recall
0.6569
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7947
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5857
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2621
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.3269