DEVELOPMENT... OpenML
Run
182083

Run 182083

Task 3840 (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
0.9765
Per class
F measure
0.9932
Per class
Kappa
0.9123
KB relative information score
16666.5593
Mean absolute error
0.0095
Mean prior absolute error
0.078
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9932
Per class
Predictive accuracy
0.9933
Prior entropy
0.2455
Recall
0.9933
Per class
Relative absolute error
0.1214
Root mean prior squared error
0.1975
Root mean squared error
0.0807
Root relative squared error
0.4086
SciMark benchmark
1309.3173
UserCPU time millis
2750
UserCPU time millis testing
20
UserCPU time millis training
2730