DEVELOPMENT... OpenML
Run
33873

Run 33873

Task 4544 (Supervised Classification) JapaneseVowels Uploaded 16-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_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.

21 Evaluation measures

Area under ROC curve
0.9985
Per class
Build CPU time
464.4239
Build memory
1015875026.9677
F measure
0.9849
Per class
Kappa
0.9442
KB relative information score
88885.7901
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
0.9849
Per class
Predictive accuracy
0.985
Prior entropy
0.6393
Recall
0.985
Per class
Relative absolute error
0.1092
Root mean prior squared error
0.3685
Root mean squared error
0.1055
Root relative squared error
0.2864
SciMark benchmark
945.8635