DEVELOPMENT... OpenML
Run
68115

Run 68115

Task 1817 (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
0.7759
Per class
Build CPU time
0.2526
Build memory
897094263.2
F measure
0.4164
Per class
Kappa
0.268
KB relative information score
1487.7843
Mean absolute error
0.2789
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.5002
Per class
Predictive accuracy
0.447
Prior entropy
1.9991
Recall
0.447
Per class
Relative absolute error
0.744
Root mean prior squared error
0.4329
Root mean squared error
0.4473
Root relative squared error
1.0332
SciMark benchmark
785.9104