DEVELOPMENT... OpenML
Run
198008

Run 198008

Task 4221 (Supervised Classification) ipums_la_98-small Uploaded 27-02-2015 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
0.956
Per class
F measure
0.7658
Per class
Kappa
0.5939
KB relative information score
42505.7779
Mean absolute error
0.0723
Mean prior absolute error
0.1598
Number of instances
74850
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7662
Per class
Predictive accuracy
0.7747
Prior entropy
1.7643
Recall
0.7747
Per class
Relative absolute error
0.4527
Root mean prior squared error
0.2826
Root mean squared error
0.2024
Root relative squared error
0.7163
SciMark benchmark
1363.454
UserCPU time millis
1960970
UserCPU time millis testing
40
UserCPU time millis training
1960930