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Ensemble Feature Selection Algorithm

Published in International Journal of Intelligent Systems and Applications • Jan 8, 2019
NobleIDNI2P60W46R18S56
Authors:
Yassine Akhiat
,
Mohamed Chahhou
,
Ahmed Zinedine

Abstract

In this paper, we propose a new feature selection algorithm based on ensemble selection. In order to generate the library of models, each model is trained using just one feature. This means each model in the library represents a feature. Ensemble construction returns a well performing subset of feat...

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