DEVELOPMENT... OpenML
Run
181941

Run 181941

Task 3704 (Supervised Classification) kdd_el_nino-small 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
0.9474
Per class
Kappa
0.8841
KB relative information score
670.0995
Mean absolute error
0.0668
Mean prior absolute error
0.4553
Number of instances
782
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9474
Per class
Predictive accuracy
0.9476
Prior entropy
0.9348
Recall
0.9476
Per class
Relative absolute error
0.1467
Root mean prior squared error
0.4771
Root mean squared error
0.2215
Root relative squared error
0.4644
SciMark benchmark
1327.6929
UserCPU time millis
170
UserCPU time millis training
170