DEVELOPMENT... OpenML
Run
182024

Run 182024

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9445
Per class
F measure
0.9618
Per class
Kappa
0.9153
KB relative information score
115.9516
Mean absolute error
0.0589
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9626
Per class
Predictive accuracy
0.9621
Prior entropy
0.9347
Recall
0.9621
Per class
Relative absolute error
0.1295
Root mean prior squared error
0.4765
Root mean squared error
0.1926
Root relative squared error
0.4042
SciMark benchmark
1355.7054