DEVELOPMENT... OpenML
Run
68274

Run 68274

Task 55 (Supervised Classification) vote 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
0.9727
Per class
Build CPU time
0.0552
Build memory
363784089.2322
F measure
0.9018
Per class
Kappa
0.7949
KB relative information score
342.5859
Mean absolute error
0.0986
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9047
Per class
Predictive accuracy
0.9011
Prior entropy
0.9627
Recall
0.9011
Per class
Relative absolute error
0.2079
Root mean prior squared error
0.4869
Root mean squared error
0.2952
Root relative squared error
0.6063
SciMark benchmark
927.7693