DEVELOPMENT... OpenML
Run
182463

Run 182463

Task 4436 (Supervised Classification) visualizing_livestock 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
0.7475
Per class
F measure
0.8556
Per class
Kappa
0.5383
KB relative information score
441.9116
Mean absolute error
0.1944
Mean prior absolute error
0.3135
Number of instances
1300
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8567
Per class
Predictive accuracy
0.8546
Prior entropy
0.7158
Recall
0.8546
Per class
Relative absolute error
0.6201
Root mean prior squared error
0.3941
Root mean squared error
0.3623
Root relative squared error
0.9192
SciMark benchmark
1073.494
UserCPU time millis
10
UserCPU time millis training
10