DEVELOPMENT... OpenML
Run
67361

Run 67361

Task 1787 (Supervised Classification) cmc 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
0.6789
Per class
Build CPU time
0.0469
Build memory
714510572.8119
F measure
0.4977
Per class
Kappa
0.2338
KB relative information score
1581.6634
Mean absolute error
0.3731
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5086
Per class
Predictive accuracy
0.4941
Prior entropy
1.5392
Recall
0.4941
Per class
Relative absolute error
0.866
Root mean prior squared error
0.4641
Root mean squared error
0.4545
Root relative squared error
0.9793
SciMark benchmark
947.3846