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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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Detalhes bibliográficos
Publicado no:Comput Intell Neurosci
Main Authors: Hu, Ruihan, Zhou, Songbin, Liu, Yisen, Tang, Zhiri
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6589231/
https://ncbi.nlm.nih.gov/pubmed/31281338
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2019/7560872
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