Supervised Feature Selection With a Stratified Feature Weighting Method

Feature selection has been a powerful tool to handle high-dimensional data. Most of these methods are biased toward the highest rank features which may be highly correlated with each other. In this paper, we address this problem proposing stratified feature ranking (SFR) method for supervised featur...

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Bibliographic Details
Main Authors: Renjie Chen, Ning Sun, Xiaojun Chen, Min Yang, Qingyao Wu
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8315427/