DEVELOPMENT... OpenML
Run
181413

Run 181413

Task 27 (Supervised Classification) colic 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
0.8209
Per class
F measure
0.8557
Per class
Kappa
0.6863
KB relative information score
197.5333
Mean absolute error
0.2331
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8595
Per class
Predictive accuracy
0.8587
Prior entropy
0.9509
Recall
0.8587
Per class
Relative absolute error
0.5001
Root mean prior squared error
0.4827
Root mean squared error
0.343
Root relative squared error
0.7106
SciMark benchmark
1066.7184
UserCPU time millis
180
UserCPU time millis training
180