DEVELOPMENT... OpenML
Run
68125

Run 68125

Task 1819 (Supervised Classification) vote Uploaded 30-11-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9718
Per class
Build CPU time
0.0275
Build memory
488113089.6257
F measure
0.8977
Per class
Kappa
0.7864
KB relative information score
1702.0996
Mean absolute error
0.1007
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9007
Per class
Predictive accuracy
0.897
Prior entropy
0.9627
Recall
0.897
Per class
Relative absolute error
0.2124
Root mean prior squared error
0.4869
Root mean squared error
0.2973
Root relative squared error
0.6107
SciMark benchmark
785.9104