DEVELOPMENT... OpenML
Run
68609

Run 68609

Task 3794 (Supervised Classification) disclosure_z 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
0.5691
Per class
Build CPU time
0.1216
Build memory
1865658572.9184
F measure
0.5481
Per class
Kappa
0.0936
KB relative information score
17.6857
Mean absolute error
0.4878
Mean prior absolute error
0.4987
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.548
Per class
Predictive accuracy
0.5483
Prior entropy
0.9981
Recall
0.5483
Per class
Relative absolute error
0.9782
Root mean prior squared error
0.4993
Root mean squared error
0.4973
Root relative squared error
0.9959
SciMark benchmark
932.5791