DEVELOPMENT... OpenML
Run
67271

Run 67271

Task 259 (Supervised Classification) credit-approval 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
0.8854
Per class
Build CPU time
0.211
Build memory
360171712
F measure
0.771
Per class
Kappa
0.5457
KB relative information score
122.4751
Mean absolute error
0.2321
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7899
Per class
Predictive accuracy
0.7753
Prior entropy
0.9913
Recall
0.7753
Per class
Relative absolute error
0.4663
Root mean prior squared error
0.5008
Root mean squared error
0.4451
Root relative squared error
0.8888
SciMark benchmark
785.9104