DEVELOPMENT... OpenML
Run
68122

Run 68122

Task 283 (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
0.781
Per class
Build CPU time
0.417
Build memory
1222181504
F measure
0.4723
Per class
Kappa
0.325
KB relative information score
101.8732
Mean absolute error
0.2771
Mean prior absolute error
0.3748
Number of instances
279
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.57
Per class
Predictive accuracy
0.4946
Prior entropy
1.9991
Recall
0.4946
Per class
Relative absolute error
0.7395
Root mean prior squared error
0.4328
Root mean squared error
0.443
Root relative squared error
1.0235
SciMark benchmark
932.5791