DEVELOPMENT... OpenML
Run
32588

Run 32588

Task 4544 (Supervised Classification) JapaneseVowels Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

21 Evaluation measures

Area under ROC curve
0.9985
Per class
Build CPU time
36.8379
Build memory
2536776529.33
F measure
0.9857
Per class
Kappa
0.9472
KB relative information score
88732.9984
Mean absolute error
0.0297
Mean prior absolute error
0.2716
Number of instances
99610
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9857
Per class
Predictive accuracy
0.9858
Prior entropy
0.6393
Recall
0.9858
Per class
Relative absolute error
0.1094
Root mean prior squared error
0.3685
Root mean squared error
0.1057
Root relative squared error
0.2869
SciMark benchmark
936.1828