Waikato / meka

Multi-label classifiers and evaluation procedures using the Weka machine learning framework.
http://waikato.github.io/meka/
GNU General Public License v3.0
200 stars 76 forks source link

Difference EnsembleML and BaggingML #39

Closed alexgcsa closed 7 years ago

alexgcsa commented 7 years ago

Hello,

I would like to know what is the difference between the meta multi-label classifiers EnsembleML and BaggingML. Is there a reference for EnsembleML?

Thanks,

Alex de Sá

jmread commented 7 years ago

Hi, the only difference is that BaggingML allows for sampling with replacement for each model, whereas EnsembleML is a simple ensemble (a simple cut of the training set for each model, i.e., sampling without replacement).

alexgcsa commented 7 years ago

Thank you very much.