DEVELOPMENT... OpenML
Run
67292

Run 67292

Task 258 (Supervised Classification) optdigits 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)_I80
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
0.9864
Per class
Build CPU time
3.223
Build memory
172068520
F measure
0.9189
Per class
Kappa
0.9095
KB relative information score
1707.1507
Mean absolute error
0.0174
Mean prior absolute error
0.18
Number of instances
1854
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9204
Per class
Predictive accuracy
0.9186
Prior entropy
3.3218
Recall
0.9186
Per class
Relative absolute error
0.0968
Root mean prior squared error
0.3
Root mean squared error
0.1175
Root relative squared error
0.3916
SciMark benchmark
943.3006