DEVELOPMENT... OpenML
Run
181438

Run 181438

Task 54 (Supervised Classification) hepatitis 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
0.5733
Per class
F measure
0.7407
Per class
Kappa
0.1423
KB relative information score
9.2971
Mean absolute error
0.2881
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7288
Per class
Predictive accuracy
0.7742
Prior entropy
0.7418
Recall
0.7742
Per class
Relative absolute error
0.8734
Root mean prior squared error
0.4048
Root mean squared error
0.433
Root relative squared error
1.0698
SciMark benchmark
1355.7054
UserCPU time millis
30
UserCPU time millis training
30