DEVELOPMENT... OpenML
Run
181546

Run 181546

Task 1790 (Supervised Classification) nursery 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
0.9957
Per class
F measure
0.9876
Per class
Kappa
0.982
KB relative information score
63600.791
Mean absolute error
0.0055
Mean prior absolute error
0.273
Number of instances
64800
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9876
Per class
Predictive accuracy
0.9877
Prior entropy
1.7176
Recall
0.9877
Per class
Relative absolute error
0.0202
Root mean prior squared error
0.3695
Root mean squared error
0.0659
Root relative squared error
0.1785
SciMark benchmark
1376.7478
UserCPU time millis
3590
UserCPU time millis testing
20
UserCPU time millis training
3570