Ensemble learning: A study on different variants of the dynamic selection approach

Integration methods for ensemble learning can use two different approaches: combination or selection. The combination approach (also called fusion) consists on the combination of the predictions obtained by different models in the ensemble to obtain the final ensemble predication. The selection appr...

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Bibliographic Details
Main Author: João Mendes Moreira (author)
Other Authors: Alípio Mário Jorge (author), Carlos Soares (author), Jorge Freire de Sousa (author)
Format: book
Language:eng
Published: 2009
Subjects:
Online Access:https://hdl.handle.net/10216/99872
Country:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/99872