DEVELOPMENT... OpenML
Run
182545

Run 182545

Task 4518 (Supervised Classification) arsenic-female-lung 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
0.7578
Per class
F measure
0.9883
Per class
Kappa
0.8072
KB relative information score
3673.4614
Mean absolute error
0.0212
Mean prior absolute error
0.0672
Number of instances
5590
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9894
Per class
Predictive accuracy
0.9893
Prior entropy
0.222
Recall
0.9893
Per class
Relative absolute error
0.3154
Root mean prior squared error
0.1812
Root mean squared error
0.1033
Root relative squared error
0.5698
SciMark benchmark
1325.942
UserCPU time millis
50
UserCPU time millis training
50