DEVELOPMENT... OpenML
Run
68508

Run 68508

Task 3743 (Supervised Classification) fri_c2_500_25 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
0.6776
Per class
Build CPU time
0.3162
Build memory
982878055.2
F measure
0.7053
Per class
Kappa
0.3804
KB relative information score
91.1037
Mean absolute error
0.3984
Mean prior absolute error
0.4768
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7047
Per class
Predictive accuracy
0.706
Prior entropy
0.9664
Recall
0.706
Per class
Relative absolute error
0.8355
Root mean prior squared error
0.4882
Root mean squared error
0.4758
Root relative squared error
0.9745
SciMark benchmark
932.5791