DEVELOPMENT... OpenML
Run
181589

Run 181589

Task 1911 (Supervised Classification) credit-g 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
0.7072
Per class
F measure
0.7262
Per class
Kappa
0.3274
KB relative information score
1853.0669
Mean absolute error
0.341
Mean prior absolute error
0.4202
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7239
Per class
Predictive accuracy
0.7395
Prior entropy
0.8818
Recall
0.7395
Per class
Relative absolute error
0.8117
Root mean prior squared error
0.4583
Root mean squared error
0.4324
Root relative squared error
0.9435
SciMark benchmark
1066.7184
UserCPU time millis
400
UserCPU time millis training
400