DEVELOPMENT... OpenML
Run
68082

Run 68082

Task 3862 (Supervised Classification) audiology Uploaded 30-11-2014 by Felicia West
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Flow

weka.Bagging_NaiveBayes(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(2)_I160
weka.Bagging_NaiveBayes(2)_P100
weka.Bagging_NaiveBayes(2)_S1
weka.Bagging_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(2)_num-slots1

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
0.9765
Per class
Build CPU time
0.0705
Build memory
482396888.8142
F measure
0.93
Per class
Kappa
0.8166
KB relative information score
165.2394
Mean absolute error
0.0964
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9315
Per class
Predictive accuracy
0.9292
Prior entropy
0.8182
Recall
0.9292
Per class
Relative absolute error
0.2548
Root mean prior squared error
0.4343
Root mean squared error
0.2221
Root relative squared error
0.5114
SciMark benchmark
905.0866