DEVELOPMENT... OpenML
Run
59667

Run 59667

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 15-11-2014 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)_I20
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
0.9994
Per class
Build CPU time
2721.5322
Build memory
1591395402.256
F measure
0.9811
Per class
Kappa
0.9786
KB relative information score
9664.1109
Mean absolute error
0.0102
Mean prior absolute error
0.1962
Number of instances
9961
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9811
Per class
Predictive accuracy
0.9811
Prior entropy
3.1321
Recall
0.9811
Per class
Relative absolute error
0.0522
Root mean prior squared error
0.3132
Root mean squared error
0.0616
Root relative squared error
0.1966
SciMark benchmark
804.236