DEVELOPMENT... OpenML
Run
60407

Run 60407

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 16-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I10
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9991
Per class
Build CPU time
1319.5833
Build memory
1039194664.5983
F measure
0.9795
Per class
Kappa
0.9768
KB relative information score
9660.6871
Mean absolute error
0.0102
Mean prior absolute error
0.1962
Number of instances
9961
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9796
Per class
Predictive accuracy
0.9795
Prior entropy
3.1321
Recall
0.9795
Per class
Relative absolute error
0.0519
Root mean prior squared error
0.3132
Root mean squared error
0.0631
Root relative squared error
0.2015
SciMark benchmark
938.259