DEVELOPMENT... OpenML
Run
126835

Run 126835

Task 5 (Supervised Classification) arrhythmia Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_NaiveBayes(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_NaiveBayes(2)_I20
weka.AdaBoostM1_NaiveBayes(2)_P100
weka.AdaBoostM1_NaiveBayes(2)_S1
weka.AdaBoostM1_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.7944
Per class
Build CPU time
4.8808
Build memory
837975677.5221
F measure
0.6525
Per class
Kappa
0.4937
KB relative information score
124.1518
Mean absolute error
0.0762
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
0.6526
Per class
Predictive accuracy
0.6571
Prior entropy
2.5222
Recall
0.6571
Per class
Relative absolute error
0.8905
Root mean prior squared error
0.2055
Root mean squared error
0.1875
Root relative squared error
0.9126
SciMark benchmark
908.8705