DEVELOPMENT... OpenML
Run
174209

Run 174209

Task 4368 (Supervised Classification) cholesterol Uploaded 21-02-2015 by Jason
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Flow

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
0.4616
Per class
F measure
0.4643
Per class
Kappa
-0.0785
KB relative information score
-177.9543
Mean absolute error
0.5224
Mean prior absolute error
0.4955
Number of instances
3030
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4633
Per class
Predictive accuracy
0.4776
Prior entropy
0.9935
Recall
0.4776
Per class
Relative absolute error
1.0545
Root mean prior squared error
0.4977
Root mean squared error
0.7228
Root relative squared error
1.4523
SciMark benchmark
1465.2979