DEVELOPMENT... OpenML
Run
68066

Run 68066

Task 21 (Supervised Classification) car 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
0.9741
Per class
Build CPU time
0.1246
Build memory
433591913.7639
F measure
0.8386
Per class
Kappa
0.653
KB relative information score
997.7629
Mean absolute error
0.1145
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8422
Per class
Predictive accuracy
0.8495
Prior entropy
1.2099
Recall
0.8495
Per class
Relative absolute error
0.5
Root mean prior squared error
0.3381
Root mean squared error
0.2276
Root relative squared error
0.6732
SciMark benchmark
785.9104