DEVELOPMENT... OpenML
Run
181608

Run 181608

Task 1932 (Supervised Classification) heart-statlog 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
0.7884
Per class
F measure
0.7697
Per class
Kappa
0.5324
KB relative information score
1158.979
Mean absolute error
0.2949
Mean prior absolute error
0.4939
Number of instances
2700
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7702
Per class
Predictive accuracy
0.7707
Prior entropy
0.9912
Recall
0.7707
Per class
Relative absolute error
0.597
Root mean prior squared error
0.4969
Root mean squared error
0.4297
Root relative squared error
0.8648
SciMark benchmark
1066.7184
UserCPU time millis
20
UserCPU time millis training
20