DEVELOPMENT... OpenML
Run
67961

Run 67961

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)_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
0.8241
Per class
Build CPU time
2.0752
Build memory
842233092.6903
F measure
0.6428
Per class
Kappa
0.4842
KB relative information score
203.9179
Mean absolute error
0.0492
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
0.645
Per class
Predictive accuracy
0.6593
Prior entropy
2.5222
Recall
0.6593
Per class
Relative absolute error
0.5754
Root mean prior squared error
0.2055
Root mean squared error
0.1809
Root relative squared error
0.8801
SciMark benchmark
932.5791