DEVELOPMENT... OpenML
Run
67954

Run 67954

Task 3587 (Supervised Classification) pwLinear 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
0.7779
Per class
Build CPU time
0.0567
Build memory
752256177.6
F measure
0.6997
Per class
Kappa
0.3987
KB relative information score
48.2498
Mean absolute error
0.3936
Mean prior absolute error
0.4996
Number of instances
200
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7
Per class
Predictive accuracy
0.7
Prior entropy
0.9994
Recall
0.7
Per class
Relative absolute error
0.788
Root mean prior squared error
0.4998
Root mean squared error
0.4375
Root relative squared error
0.8753
SciMark benchmark
785.9104