DEVELOPMENT... OpenML
Run
68144

Run 68144

Task 2074 (Supervised Classification) satimage 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
0.9227
Per class
Build CPU time
5.7056
Build memory
793893797.6
F measure
0.8036
Per class
Kappa
0.75
KB relative information score
4947.3049
Mean absolute error
0.0685
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8196
Per class
Predictive accuracy
0.7956
Prior entropy
2.4836
Recall
0.7956
Per class
Relative absolute error
0.2535
Root mean prior squared error
0.3675
Root mean squared error
0.2544
Root relative squared error
0.6922
SciMark benchmark
905.0866