DEVELOPMENT... OpenML
Run
67371

Run 67371

Task 3836 (Supervised Classification) wine 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)_I80
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
0.9936
Per class
Build CPU time
0.0476
Build memory
231805200.2697
F measure
0.9547
Per class
Kappa
0.9049
KB relative information score
156.8878
Mean absolute error
0.0593
Mean prior absolute error
0.4798
Number of instances
178
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9566
Per class
Predictive accuracy
0.9551
Prior entropy
0.971
Recall
0.9551
Per class
Relative absolute error
0.1236
Root mean prior squared error
0.4897
Root mean squared error
0.1879
Root relative squared error
0.3837
SciMark benchmark
942.5908