OpenML
93838

Run 93838

Task 3690 (Supervised Classification) boston_corrected 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
0.8079
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.003
Cross-validation details (10-fold Crossvalidation)
Build memory
689769796.1581
Cross-validation details (10-fold Crossvalidation)
F measure
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6179
Cross-validation details (10-fold Crossvalidation)
KB relative information score
312.0782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1877
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.493
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
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
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9899
Cross-validation details (10-fold Crossvalidation)
Recall
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4965
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4333
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8728
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.5615