DEVELOPMENT... OpenML
Run
181928

Run 181928

Task 3681 (Supervised Classification) puma8NH 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
0.8669
Per class
F measure
0.8233
Per class
Kappa
0.6467
KB relative information score
4193.8334
Mean absolute error
0.2623
Mean prior absolute error
0.5
Number of instances
8192
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8239
Per class
Predictive accuracy
0.8234
Prior entropy
1
Recall
0.8234
Per class
Relative absolute error
0.5245
Root mean prior squared error
0.5
Root mean squared error
0.3695
Root relative squared error
0.7389
SciMark benchmark
1327.6929
UserCPU time millis
1210
UserCPU time millis training
1210