DEVELOPMENT... OpenML
Run
68457

Run 68457

Task 3716 (Supervised Classification) tecator 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
0.755
Per class
Build CPU time
0.8103
Build memory
422194740
F measure
0.6529
Per class
Kappa
0.2879
KB relative information score
73.8118
Mean absolute error
0.3348
Mean prior absolute error
0.4888
Number of instances
240
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6522
Per class
Predictive accuracy
0.6542
Prior entropy
0.984
Recall
0.6542
Per class
Relative absolute error
0.6848
Root mean prior squared error
0.4943
Root mean squared error
0.5413
Root relative squared error
1.095
SciMark benchmark
785.9104