DEVELOPMENT... OpenML
Run
181488

Run 181488

Task 271 (Supervised Classification) soybean 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
0.9805
Per class
F measure
0.9198
Per class
Kappa
0.9163
KB relative information score
202.7977
Mean absolute error
0.0125
Mean prior absolute error
0.0958
Number of instances
225
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.919
Per class
Predictive accuracy
0.9244
Prior entropy
3.8572
Recall
0.9244
Per class
Relative absolute error
0.13
Root mean prior squared error
0.2185
Root mean squared error
0.0851
Root relative squared error
0.3895
SciMark benchmark
1354.2491
UserCPU time millis
2380
UserCPU time millis training
2380