DEVELOPMENT... OpenML
Run
68582

Run 68582

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.7787
Per class
Build CPU time
0.6815
Build memory
1945272908.8
F measure
0.7907
Per class
Kappa
0.5695
KB relative information score
188.9355
Mean absolute error
0.3151
Mean prior absolute error
0.4839
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
0.7923
Per class
Predictive accuracy
0.79
Prior entropy
0.9767
Recall
0.79
Per class
Relative absolute error
0.6513
Root mean prior squared error
0.4918
Root mean squared error
0.4266
Root relative squared error
0.8673
SciMark benchmark
932.5791