DEVELOPMENT... OpenML
Run
127076

Run 127076

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_NaiveBayes(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_NaiveBayes(2)_I20
weka.AdaBoostM1_NaiveBayes(2)_P100
weka.AdaBoostM1_NaiveBayes(2)_S1
weka.AdaBoostM1_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.9793
Per class
Build CPU time
3.8054
Build memory
734882942.7343
F measure
0.8822
Per class
Kappa
0.8676
KB relative information score
7900.1794
Mean absolute error
0.0633
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
0.8817
Per class
Predictive accuracy
0.8832
Prior entropy
3.1321
Recall
0.8832
Per class
Relative absolute error
0.3227
Root mean prior squared error
0.3132
Root mean squared error
0.1465
Root relative squared error
0.4678
SciMark benchmark
908.8705