DEVELOPMENT... OpenML
Run
67352

Run 67352

Task 250 (Supervised Classification) mfeat-pixel 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
0.9923
Per class
Build CPU time
0.925
Build memory
1614998976
F measure
0.9593
Per class
Kappa
0.9545
KB relative information score
632.2653
Mean absolute error
0.0097
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9603
Per class
Predictive accuracy
0.9591
Prior entropy
3.3219
Recall
0.9591
Per class
Relative absolute error
0.0539
Root mean prior squared error
0.3
Root mean squared error
0.0831
Root relative squared error
0.277
SciMark benchmark
945.5725