DEVELOPMENT... OpenML
Run
181604

Run 181604

Task 1928 (Supervised Classification) heart-c 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
0.7906
Per class
F measure
0.7811
Per class
Kappa
0.5579
KB relative information score
1277.831
Mean absolute error
0.1163
Mean prior absolute error
0.2004
Number of instances
3030
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7823
Per class
Predictive accuracy
0.7822
Prior entropy
1.0792
Recall
0.7822
Per class
Relative absolute error
0.5806
Root mean prior squared error
0.315
Root mean squared error
0.2659
Root relative squared error
0.8441
SciMark benchmark
1066.7184
UserCPU time millis
60
UserCPU time millis training
60