DEVELOPMENT... OpenML
Run
181687

Run 181687

Task 2983 (Supervised Classification) lung-cancer 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
0.6086
Per class
F measure
0.4805
Per class
Kappa
0.1987
KB relative information score
67.8612
Mean absolute error
0.3773
Mean prior absolute error
0.4393
Number of instances
320
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.506
Per class
Predictive accuracy
0.4844
Prior entropy
1.57
Recall
0.4844
Per class
Relative absolute error
0.8589
Root mean prior squared error
0.4684
Root mean squared error
0.4902
Root relative squared error
1.0464
SciMark benchmark
1361.1055
UserCPU time millis
10
UserCPU time millis training
10