DEVELOPMENT... OpenML
Run
29699

Run 29699

Task 4544 (Supervised Classification) JapaneseVowels Uploaded 12-10-2014 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)_I40
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
0.9983
Per class
Build CPU time
7.8188
Build memory
3579951189.5773
F measure
0.9854
Per class
Kappa
0.946
KB relative information score
88596.6533
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
0.9854
Per class
Predictive accuracy
0.9855
Prior entropy
0.6393
Recall
0.9855
Per class
Relative absolute error
0.1092
Root mean prior squared error
0.3685
Root mean squared error
0.1071
Root relative squared error
0.2906
SciMark benchmark
937.2583