Bird’s Eye View feature selection for high-dimensional data

Abstract In machine learning, an informative dataset is crucial for accurate predictions. However, high dimensional data often contains irrelevant features, outliers, and noise, which can negatively impact model performance and consume computational resources. To tackle this challenge, the Bird’s Ey...

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Bibliographic Details
Main Authors: Samir Brahim Belhaouari, Mohammed Bilal Shakeel, Aiman Erbad, Zarina Oflaz, Khelil Kassoul
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-39790-3