DEVELOPMENT... OpenML
Run
182732

Run 182732

Task 6566 (Supervised Classification) Internet-Advertisements 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
0.9249
Per class
F measure
0.968
Per class
Kappa
0.8645
KB relative information score
2596.2878
Mean absolute error
0.0489
Mean prior absolute error
0.2409
Number of instances
3279
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.968
Per class
Predictive accuracy
0.9686
Prior entropy
0.5848
Recall
0.9686
Per class
Relative absolute error
0.2031
Root mean prior squared error
0.347
Root mean squared error
0.1708
Root relative squared error
0.4921
SciMark benchmark
1319.6463
UserCPU time millis
33390
UserCPU time millis testing
10
UserCPU time millis training
33380