DEVELOPMENT... OpenML
Run
68707

Run 68707

Task 3561 (Supervised Classification) profb 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
0.6607
Per class
Build CPU time
0.1159
Build memory
1165341079.8333
F measure
0.6276
Per class
Kappa
0.139
KB relative information score
51.538
Mean absolute error
0.4053
Mean prior absolute error
0.4446
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6339
Per class
Predictive accuracy
0.6682
Prior entropy
0.9188
Recall
0.6682
Per class
Relative absolute error
0.9116
Root mean prior squared error
0.4714
Root mean squared error
0.4573
Root relative squared error
0.9702
SciMark benchmark
932.5791