DEVELOPMENT... OpenML
Run
181754

Run 181754

Task 3510 (Supervised Classification) JapaneseVowels 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
0.9468
Per class
F measure
0.875
Per class
Kappa
0.8589
KB relative information score
8535.0197
Mean absolute error
0.0333
Mean prior absolute error
0.1962
Number of instances
9961
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8747
Per class
Predictive accuracy
0.8755
Prior entropy
3.1321
Recall
0.8755
Per class
Relative absolute error
0.1699
Root mean prior squared error
0.3132
Root mean squared error
0.1592
Root relative squared error
0.5083
SciMark benchmark
1306.6379
UserCPU time millis
4310
UserCPU time millis testing
10
UserCPU time millis training
4300