K-Nearest Neighbor and Random Forest-Based Prediction of Putative Tyrosinase Inhibitory Peptides of Abalone <i>Haliotis diversicolor</i>

K-Nearest Neighbor and Random Forest-Based Prediction of Putative Tyrosinase Inhibitory Peptides of Abalone <i>Haliotis diversicolor</i>

Skin pigment disorders are common cosmetic and medical problems. Many known compounds inhibit the key melanin-producing enzyme, tyrosinase, but their use is limited due to side effects. Natural-derived peptides also display tyrosinase inhibition. Abalone is a good source of peptides, and the abalone...

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Bibliographic Details
Main Authors: Sasikarn Kongsompong, Teerasak E-kobon, Pramote Chumnanpuen
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Molecules
Subjects:
anti-tyrosinase peptides
bioinformatics
machine learning
random forest
k-nearest neighbor
abalone
Online Access:https://www.mdpi.com/1420-3049/26/12/3671

Internet

https://www.mdpi.com/1420-3049/26/12/3671

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