DEVELOPMENT... OpenML
Run
68258

Run 68258

Task 3890 (Supervised Classification) ada_prior 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
0.8827
Per class
Build CPU time
0.882
Build memory
406400369.8325
F measure
0.818
Per class
Kappa
0.4921
KB relative information score
2131.4005
Mean absolute error
0.1812
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8182
Per class
Predictive accuracy
0.8279
Prior entropy
0.8085
Recall
0.8279
Per class
Relative absolute error
0.4855
Root mean prior squared error
0.4319
Root mean squared error
0.3774
Root relative squared error
0.8739
SciMark benchmark
939.6798