DEVELOPMENT... OpenML
Run
181867

Run 181867

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.8178
Per class
F measure
0.9209
Per class
Kappa
0.6472
KB relative information score
199.5151
Mean absolute error
0.1068
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9258
Per class
Predictive accuracy
0.9178
Prior entropy
0.5405
Recall
0.9178
Per class
Relative absolute error
0.4949
Root mean prior squared error
0.3275
Root mean squared error
0.2419
Root relative squared error
0.7386
SciMark benchmark
1290.1085
UserCPU time millis
20
UserCPU time millis training
20