HPClas: A data‐driven approach for identifying halophilic proteins based on catBoost

Abstract Halophilic proteins possess unique structural properties and show high stability under extreme conditions. This distinct characteristic makes them invaluable for application in various aspects such as bioenergy, pharmaceuticals, environmental clean‐up, and energy production. Generally, halo...

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Bibliographic Details

Published in:	mLife
Main Authors:	Shantong Hu, Xiaoyu Wang, Zhikang Wang, Menghan Jiang, Shihui Wang, Wenya Wang, Jiangning Song, Guimin Zhang
Format:	Article
Language:	English
Published:	Wiley 2024-12-01
Subjects:	feature engineering halophilic protein machine learning
Online Access:	https://doi.org/10.1002/mlf2.12125