DEVELOPMENT... OpenML
Run
69478

Run 69478

Task 3481 (Supervised Classification) isolet Uploaded 01-12-2014 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
0.9772
Per class
Build CPU time
222.4275
Build memory
1246490022.5789
F measure
0.8536
Per class
Kappa
0.8486
KB relative information score
6857.0972
Mean absolute error
0.0124
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8637
Per class
Predictive accuracy
0.8544
Prior entropy
4.7004
Recall
0.8544
Per class
Relative absolute error
0.1672
Root mean prior squared error
0.1923
Root mean squared error
0.0948
Root relative squared error
0.4931
SciMark benchmark
785.9104