DEVELOPMENT... OpenML
Run
181427

Run 181427

Task 42 (Supervised Classification) haberman 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
0.5865
Per class
F measure
0.6612
Per class
Kappa
0.0817
KB relative information score
13.0803
Mean absolute error
0.3707
Mean prior absolute error
0.39
Number of instances
306
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6921
Per class
Predictive accuracy
0.7386
Prior entropy
0.836
Recall
0.7386
Per class
Relative absolute error
0.9506
Root mean prior squared error
0.4412
Root mean squared error
0.437
Root relative squared error
0.9905
SciMark benchmark
1355.7054
UserCPU time millis
20
UserCPU time millis training
20