Margin-Based Pareto Ensemble Pruning: An Ensemble Pruning Algorithm That Learns to Search Optimized Ensembles

The ensemble pruning system is an effective machine learning framework that combines several learners as experts to classify a test set. Generally, ensemble pruning systems aim to define a region of competence based on the validation set to select the most competent ensembles from the ensemble pool...

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Detalles Bibliográficos
Autores principales: Hu, Ruihan, Zhou, Songbin, Liu, Yisen, Tang, Zhiri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6589231/
https://www.ncbi.nlm.nih.gov/pubmed/31281338
http://dx.doi.org/10.1155/2019/7560872

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6589231/
https://www.ncbi.nlm.nih.gov/pubmed/31281338
http://dx.doi.org/10.1155/2019/7560872

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