DEVELOPMENT... OpenML
Run
181804

Run 181804

Task 3481 (Supervised Classification) isolet 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
0.9576
Per class
F measure
0.8281
Per class
Kappa
0.8211
KB relative information score
6369.9387
Mean absolute error
0.0182
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8288
Per class
Predictive accuracy
0.828
Prior entropy
4.7004
Recall
0.828
Per class
Relative absolute error
0.2458
Root mean prior squared error
0.1923
Root mean squared error
0.1059
Root relative squared error
0.5509
SciMark benchmark
1354.2491
UserCPU time millis
168640
UserCPU time millis testing
60
UserCPU time millis training
168580