DEVELOPMENT... OpenML
Run
68544

Run 68544

Task 3761 (Supervised Classification) hip 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
0.8805
Per class
Build CPU time
0.0173
Build memory
582961608.2963
F measure
0.8506
Per class
Kappa
0.7017
KB relative information score
30.5991
Mean absolute error
0.2302
Mean prior absolute error
0.4993
Number of instances
54
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.859
Per class
Predictive accuracy
0.8519
Prior entropy
0.9991
Recall
0.8519
Per class
Relative absolute error
0.461
Root mean prior squared error
0.4997
Root mean squared error
0.3506
Root relative squared error
0.7017
SciMark benchmark
905.0866