DEVELOPMENT... OpenML
Run
67974

Run 67974

Task 3592 (Supervised Classification) fri_c2_100_5 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
0.7446
Per class
Build CPU time
0.0277
Build memory
621964808.8
F measure
0.7778
Per class
Kappa
0.5339
KB relative information score
30.5242
Mean absolute error
0.3492
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7781
Per class
Predictive accuracy
0.78
Prior entropy
0.9721
Recall
0.78
Per class
Relative absolute error
0.7269
Root mean prior squared error
0.4899
Root mean squared error
0.4437
Root relative squared error
0.9058
SciMark benchmark
932.5791