DEVELOPMENT... OpenML
Run
68327

Run 68327

Task 3911 (Supervised Classification) ar4 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
0.7845
Per class
Build CPU time
0.0968
Build memory
804394299.6636
F measure
0.8518
Per class
Kappa
0.4897
KB relative information score
37.616
Mean absolute error
0.1641
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8493
Per class
Predictive accuracy
0.8598
Prior entropy
0.707
Recall
0.8598
Per class
Relative absolute error
0.5336
Root mean prior squared error
0.3899
Root mean squared error
0.3647
Root relative squared error
0.9353
SciMark benchmark
905.0866