DEVELOPMENT... OpenML
Run
68343

Run 68343

Task 3915 (Supervised Classification) kc3 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
0.7823
Per class
Build CPU time
0.3912
Build memory
871718757.2052
F measure
0.8567
Per class
Kappa
0.2484
KB relative information score
-140.7121
Mean absolute error
0.1594
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8745
Per class
Predictive accuracy
0.8428
Prior entropy
0.4551
Recall
0.8428
Per class
Relative absolute error
0.9291
Root mean prior squared error
0.2917
Root mean squared error
0.3824
Root relative squared error
1.3109
SciMark benchmark
905.0866