DEVELOPMENT... OpenML
Run
181868

Run 181868

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.8955
Per class
F measure
0.9513
Per class
Kappa
0.7992
KB relative information score
299.6041
Mean absolute error
0.0835
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9551
Per class
Predictive accuracy
0.9495
Prior entropy
0.5744
Recall
0.9495
Per class
Relative absolute error
0.3563
Root mean prior squared error
0.3414
Root mean squared error
0.2057
Root relative squared error
0.6026
SciMark benchmark
1355.7054
UserCPU time millis
20
UserCPU time millis training
20