DEVELOPMENT... OpenML
Run
68031

Run 68031

Task 3857 (Supervised Classification) vehicle 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
0.8716
Per class
Build CPU time
0.355
Build memory
1031776609.0307
F measure
0.8078
Per class
Kappa
0.4856
KB relative information score
311.6769
Mean absolute error
0.227
Mean prior absolute error
0.3828
Number of instances
846
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8055
Per class
Predictive accuracy
0.8132
Prior entropy
0.8241
Recall
0.8132
Per class
Relative absolute error
0.593
Root mean prior squared error
0.4374
Root mean squared error
0.3585
Root relative squared error
0.8198
SciMark benchmark
932.5791

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