DEVELOPMENT... OpenML
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Run 111377

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
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
0.9943
Per class
Build CPU time
147.2432
Build memory
722456721.9869
F measure
0.9887
Per class
Kappa
0.9873
KB relative information score
9838.4095
Mean absolute error
0.0025
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
0.9888
Per class
Predictive accuracy
0.9888
Prior entropy
3.1321
Recall
0.9888
Per class
Relative absolute error
0.0128
Root mean prior squared error
0.3132
Root mean squared error
0.0498
Root relative squared error
0.1589
SciMark benchmark
873.8637