𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Wrapper–Filter Feature Selection Algorithm Using a Memetic Framework

✍ Scribed by Zexuan Zhu; Yew-Soon Ong; Dash, M.


Book ID
117938604
Publisher
IEEE
Year
2007
Tongue
English
Weight
533 KB
Volume
37
Category
Article
ISSN
1083-4419

No coin nor oath required. For personal study only.


📜 SIMILAR VOLUMES


Wrapper–Filter Feature Selection Algorit
✍ Zexuan Zhu; Yew-Soon Ong; Dash, M. 📂 Article 📅 2007 🏛 IEEE 🌐 English ⚖ 533 KB

This correspondence presents a novel hybrid wrapper and filter feature selection algorithm for a classification problem using a memetic framework. It incorporates a filter ranking method in the traditional genetic algorithm to improve classification performance and accelerate the search in identifyi

A hybrid filter/wrapper approach of feat
✍ Marc Sebban; Richard Nock 📂 Article 📅 2002 🏛 Elsevier Science 🌐 English ⚖ 138 KB

We focus on a hybrid approach of feature selection. We begin our analysis with a ÿlter model, exploiting the geometrical information contained in the minimum spanning tree (MST) built on the learning set. This model exploits a statistical test of relative certainty gain, used in a forward selection