DEVELOPMENT... OpenML
Run
181406

Run 181406

Task 6 (Supervised Classification) letter 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
0.955
Per class
F measure
0.8706
Per class
Kappa
0.8652
KB relative information score
17446.7349
Mean absolute error
0.0119
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8711
Per class
Predictive accuracy
0.8704
Prior entropy
4.6998
Recall
0.8704
Per class
Relative absolute error
0.1602
Root mean prior squared error
0.1923
Root mean squared error
0.0934
Root relative squared error
0.4854
SciMark benchmark
1291.6995
UserCPU time millis
14950
UserCPU time millis testing
70
UserCPU time millis training
14880