DEVELOPMENT... OpenML
Run
59010

Run 59010

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)_I40
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
0.9995
Per class
Build CPU time
4951.0024
Build memory
76128924.5674
F measure
0.9829
Per class
Kappa
0.9807
KB relative information score
9668.0419
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
0.983
Per class
Predictive accuracy
0.9829
Prior entropy
3.1321
Recall
0.9829
Per class
Relative absolute error
0.0521
Root mean prior squared error
0.3132
Root mean squared error
0.0604
Root relative squared error
0.1929
SciMark benchmark
941.5509