DEVELOPMENT... OpenML
Run
181432

Run 181432

Task 48 (Supervised Classification) heart-c Uploaded 25-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7819
Per class
F measure
0.7715
Per class
Kappa
0.5384
KB relative information score
123.0999
Mean absolute error
0.1193
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.772
Per class
Predictive accuracy
0.7723
Prior entropy
1.0792
Recall
0.7723
Per class
Relative absolute error
0.5954
Root mean prior squared error
0.315
Root mean squared error
0.2736
Root relative squared error
0.8686
SciMark benchmark
1066.7184
UserCPU time millis
50
UserCPU time millis training
50