DEVELOPMENT... OpenML
Run
170541

Run 170541

Task 4368 (Supervised Classification) cholesterol Uploaded 20-02-2015 by Jason
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Flow

weka.J48(28)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(28)_C0.25
weka.J48(28)_M2

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
0.5328
Per class
F measure
0.5462
Per class
Kappa
0.0826
KB relative information score
164.971
Mean absolute error
0.4703
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
0.5465
Per class
Predictive accuracy
0.5521
Prior entropy
0.9935
Recall
0.5521
Per class
Relative absolute error
0.9493
Root mean prior squared error
0.4977
Root mean squared error
0.5801
Root relative squared error
1.1655
SciMark benchmark
1339.4189