DEVELOPMENT... OpenML
Run
68136

Run 68136

Task 285 (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
0.9884
Per class
Build CPU time
0.025
Build memory
357142272
F measure
0.9376
Per class
Kappa
0.8701
KB relative information score
122.8228
Mean absolute error
0.0656
Mean prior absolute error
0.4739
Number of instances
143
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9428
Per class
Predictive accuracy
0.9371
Prior entropy
0.9627
Recall
0.9371
Per class
Relative absolute error
0.1384
Root mean prior squared error
0.4865
Root mean squared error
0.2363
Root relative squared error
0.4856
SciMark benchmark
939.6798