DEVELOPMENT... OpenML
Run
68295

Run 68295

Task 3643 (Supervised Classification) sleuth_ex1714 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
0.8889
Per class
Build CPU time
0.0193
Build memory
432933487.1489
F measure
0.8306
Per class
Kappa
0.6563
KB relative information score
29.4177
Mean absolute error
0.185
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8344
Per class
Predictive accuracy
0.8298
Prior entropy
0.9852
Recall
0.8298
Per class
Relative absolute error
0.3781
Root mean prior squared error
0.4944
Root mean squared error
0.3673
Root relative squared error
0.7428
SciMark benchmark
947.3846