Development and optimization of SpepToxPred.

<p><b>(A)</b> Systematic framework for feature engineering and model optimization. Upper panel: Integration of 20 sequence encoding descriptors (light yellow box) and 9 machine learning algorithms (light blue box). Middle panel: Performance evaluation of individual algorithms with...

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محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Jianda Yue (22189662) (author)
مؤلفون آخرون:	Tingting Li (10553) (author), Jian Ouyang (179347) (author), Jiawei Xu (394968) (author), Hua Tan (424523) (author), Zihui Chen (1798027) (author), Changsheng Han (19700026) (author), Huanyu Li (4636651) (author), Songping Liang (349313) (author), Zhonghua Liu (148625) (author), Ying Wang (11406) (author)
منشور في:	2025
الموضوعات:	Biophysics Biochemistry Molecular Biology Neuroscience Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified unique organoleptic properties selective flavor exclusion microbial sources remains de novo </ high safety profile artificial intelligence platform desired taste profiles versatile framework adaptable potential health benefits div >< p taste peptides derived taste peptides safety assessment taste peptide novel taste target peptides generated peptides widespread application significantly impeding significantly expanding model incorporates latent representation key element intensive process integrated platform food industry food applications efficiently optimize current repertoire avoidance mechanism
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Development and optimization of SpepToxPred.

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