DEVELOPMENT... OpenML
Run
67297

Run 67297

Task 5 (Supervised Classification) arrhythmia 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
0.8175
Per class
Build CPU time
1.0359
Build memory
587868175.7345
F measure
0.6383
Per class
Kappa
0.4764
KB relative information score
203.6345
Mean absolute error
0.0495
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6495
Per class
Predictive accuracy
0.6527
Prior entropy
2.5222
Recall
0.6527
Per class
Relative absolute error
0.5784
Root mean prior squared error
0.2055
Root mean squared error
0.1815
Root relative squared error
0.883
SciMark benchmark
947.3846