DEVELOPMENT... OpenML
Run
67975

Run 67975

Task 3848 (Supervised Classification) squash-unstored 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
0.8408
Per class
Build CPU time
0.042
Build memory
869488821.8462
F measure
0.6459
Per class
Kappa
0.2909
KB relative information score
19.8091
Mean absolute error
0.3067
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6561
Per class
Predictive accuracy
0.6538
Prior entropy
0.996
Recall
0.6538
Per class
Relative absolute error
0.6168
Root mean prior squared error
0.4985
Root mean squared error
0.4455
Root relative squared error
0.8937
SciMark benchmark
932.5791