DEVELOPMENT... OpenML
Run
181586

Run 181586

Task 1909 (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
0.863
Per class
F measure
0.845
Per class
Kappa
0.6884
KB relative information score
3914.5307
Mean absolute error
0.2295
Mean prior absolute error
0.494
Number of instances
6900
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.849
Per class
Predictive accuracy
0.8445
Prior entropy
0.9913
Recall
0.8445
Per class
Relative absolute error
0.4646
Root mean prior squared error
0.497
Root mean squared error
0.3491
Root relative squared error
0.7025
SciMark benchmark
1354.2491
UserCPU time millis
150
UserCPU time millis training
150