Run
67960

Run 67960

Task 3843 (Supervised Classification) optdigits Uploaded 30-11-2014 by Joaquin Vanschoren
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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
0.9776
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
10.6314
Cross-validation details (10-fold Crossvalidation)
Build memory
760165198.4
Cross-validation details (10-fold Crossvalidation)
F measure
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3284.7035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0532
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9486
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6941
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
785.9104