DEVELOPMENT... OpenML
Run
182396

Run 182396

Task 4368 (Supervised Classification) cholesterol Uploaded 25-02-2015 by Felicia West
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Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_S1

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
0.5081
Per class
F measure
0.5106
Per class
Kappa
0.024
KB relative information score
22.1888
Mean absolute error
0.4921
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
0.518
Per class
Predictive accuracy
0.5317
Prior entropy
0.9935
Recall
0.5317
Per class
Relative absolute error
0.9932
Root mean prior squared error
0.4977
Root mean squared error
0.5248
Root relative squared error
1.0544
SciMark benchmark
1310.3951
UserCPU time millis
40
UserCPU time millis training
40