DEVELOPMENT... OpenML
Run
182693

Run 182693

Task 2936 (Supervised Classification) adult 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
0.8798
Per class
F measure
0.8469
Per class
Kappa
0.5656
KB relative information score
198374.186
Mean absolute error
0.2103
Mean prior absolute error
0.3641
Number of instances
488420
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8463
Per class
Predictive accuracy
0.8529
Prior entropy
0.7939
Recall
0.8529
Per class
Relative absolute error
0.5777
Root mean prior squared error
0.4266
Root mean squared error
0.3269
Root relative squared error
0.7662
SciMark benchmark
1304.6687
UserCPU time millis
181650
UserCPU time millis testing
50
UserCPU time millis training
181600