DEVELOPMENT... OpenML
Run
68534

Run 68534

Task 3500 (Supervised Classification) squash-unstored 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
0.8819
Per class
Build CPU time
0.0407
Build memory
785915389.8462
F measure
0.7192
Per class
Kappa
0.5357
KB relative information score
28.2648
Mean absolute error
0.1702
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6913
Per class
Predictive accuracy
0.75
Prior entropy
1.3486
Recall
0.75
Per class
Relative absolute error
0.4453
Root mean prior squared error
0.4353
Root mean squared error
0.3537
Root relative squared error
0.8125
SciMark benchmark
905.0866