DEVELOPMENT... OpenML
Run
181400

Run 181400

Task 13 (Supervised Classification) breast-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
0.5952
Per class
F measure
0.6446
Per class
Kappa
0.1121
KB relative information score
20.6144
Mean absolute error
0.3836
Mean prior absolute error
0.4183
Number of instances
286
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6484
Per class
Predictive accuracy
0.6958
Prior entropy
0.8796
Recall
0.6958
Per class
Relative absolute error
0.9171
Root mean prior squared error
0.457
Root mean squared error
0.4707
Root relative squared error
1.03
SciMark benchmark
1355.7054
UserCPU time millis
60
UserCPU time millis training
60