DEVELOPMENT... OpenML
Run
182438

Run 182438

Task 4409 (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
0.9538
Per class
F measure
0.9454
Per class
Kappa
0.88
KB relative information score
6618.7776
Mean absolute error
0.0726
Mean prior absolute error
0.4553
Number of instances
7820
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9454
Per class
Predictive accuracy
0.9455
Prior entropy
0.9348
Recall
0.9455
Per class
Relative absolute error
0.1595
Root mean prior squared error
0.4771
Root mean squared error
0.2225
Root relative squared error
0.4664
SciMark benchmark
1324.8395
UserCPU time millis
160
UserCPU time millis training
160