DEVELOPMENT... OpenML
Run
181414

Run 181414

Task 29 (Supervised Classification) credit-approval 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
0.8845
Per class
F measure
0.8378
Per class
Kappa
0.672
KB relative information score
403.2048
Mean absolute error
0.2184
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8381
Per class
Predictive accuracy
0.8377
Prior entropy
0.9913
Recall
0.8377
Per class
Relative absolute error
0.4421
Root mean prior squared error
0.497
Root mean squared error
0.3479
Root relative squared error
0.7
SciMark benchmark
1066.7184
UserCPU time millis
180
UserCPU time millis training
180