DEVELOPMENT... OpenML
Run
68477

Run 68477

Task 3726 (Supervised Classification) sleuth_ex2016 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
0.8312
Per class
Build CPU time
0.0288
Build memory
251988143.8161
F measure
0.77
Per class
Kappa
0.5411
KB relative information score
40.9361
Mean absolute error
0.2693
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7731
Per class
Predictive accuracy
0.7701
Prior entropy
0.9992
Recall
0.7701
Per class
Relative absolute error
0.5392
Root mean prior squared error
0.4997
Root mean squared error
0.4378
Root relative squared error
0.8761
SciMark benchmark
785.9104

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