DEVELOPMENT... OpenML
Run
68400

Run 68400

Task 3679 (Supervised Classification) chscase_vine2 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
0.8064
Per class
Build CPU time
0.0514
Build memory
978496747.3333
F measure
0.7809
Per class
Kappa
0.5592
KB relative information score
76.3723
Mean absolute error
0.4318
Mean prior absolute error
0.4956
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7982
Per class
Predictive accuracy
0.7863
Prior entropy
0.9937
Recall
0.7863
Per class
Relative absolute error
0.8713
Root mean prior squared error
0.4978
Root mean squared error
0.4442
Root relative squared error
0.8924
SciMark benchmark
905.0866