DEVELOPMENT... OpenML
Run
181594

Run 181594

Task 1916 (Supervised Classification) segment 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
0.9852
Per class
F measure
0.9586
Per class
Kappa
0.9518
KB relative information score
21982.4206
Mean absolute error
0.0143
Mean prior absolute error
0.2449
Number of instances
23100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9587
Per class
Predictive accuracy
0.9587
Prior entropy
2.8074
Recall
0.9587
Per class
Relative absolute error
0.0585
Root mean prior squared error
0.3499
Root mean squared error
0.1043
Root relative squared error
0.2981
SciMark benchmark
1355.7054
UserCPU time millis
370
UserCPU time millis training
370