DEVELOPMENT... OpenML
Run
182596

Run 182596

Task 4567 (Supervised Classification) audiology 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
0.972
Per class
F measure
0.963
Per class
Kappa
0.9026
KB relative information score
1893.1862
Mean absolute error
0.0637
Mean prior absolute error
0.3783
Number of instances
2260
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9634
Per class
Predictive accuracy
0.9628
Prior entropy
0.8182
Recall
0.9628
Per class
Relative absolute error
0.1684
Root mean prior squared error
0.4343
Root mean squared error
0.1864
Root relative squared error
0.4291
SciMark benchmark
1359.379
UserCPU time millis
50
UserCPU time millis training
50