DEVELOPMENT... OpenML
Run
182378

Run 182378

Task 4349 (Supervised Classification) bodyfat 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
0.9921
Per class
F measure
0.9921
Per class
Kappa
0.9841
KB relative information score
2479.9785
Mean absolute error
0.0079
Mean prior absolute error
0.4999
Number of instances
2520
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9921
Per class
Predictive accuracy
0.9921
Prior entropy
0.9998
Recall
0.9921
Per class
Relative absolute error
0.0159
Root mean prior squared error
0.4999
Root mean squared error
0.0891
Root relative squared error
0.1782
SciMark benchmark
1318.1432
UserCPU time millis
10
UserCPU time millis training
10