DEVELOPMENT... OpenML
Run
67277

Run 67277

Task 3586 (Supervised Classification) abalone 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
0.8207
Per class
Build CPU time
0.5167
Build memory
185253134.9428
F measure
0.7347
Per class
Kappa
0.4695
KB relative information score
1945.6799
Mean absolute error
0.2675
Mean prior absolute error
0.5
Number of instances
4177
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7352
Per class
Predictive accuracy
0.7347
Prior entropy
1
Recall
0.7347
Per class
Relative absolute error
0.535
Root mean prior squared error
0.5
Root mean squared error
0.4835
Root relative squared error
0.967
SciMark benchmark
947.3846