OpenML
93818

Run 93818

Task 3670 (Supervised Classification) fri_c4_500_50 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
0.745
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0102
Cross-validation details (10-fold Crossvalidation)
Build memory
475305699.2
Cross-validation details (10-fold Crossvalidation)
F measure
0.7442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
242.8382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.256
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
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
0.7459
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9978
Cross-validation details (10-fold Crossvalidation)
Recall
0.744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5136
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0135
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.9113