DEVELOPMENT... OpenML
Run
67379

Run 67379

Task 3837 (Supervised Classification) hayes-roth 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)_I80
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
0.7813
Per class
Build CPU time
0.0157
Build memory
332493466.5455
F measure
0.6179
Per class
Kappa
0.211
KB relative information score
25.0624
Mean absolute error
0.3812
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6278
Per class
Predictive accuracy
0.6136
Prior entropy
0.9635
Recall
0.6136
Per class
Relative absolute error
0.8033
Root mean prior squared error
0.4869
Root mean squared error
0.4509
Root relative squared error
0.9259
SciMark benchmark
929.8333