Online comment‐based prediction of cosmetic ingredient's sensory irritation using gradient boosting algorithm

Background The worldwide prevalence of “sensitive skin” group is estimated at being close to 40%. The main trigger for sensitive skin is the misuse of cosmetics products. Majority of the in vitro studies on cosmetic ingredients developed for topical application to the skin are not able to describe s...

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Veröffentlicht in:	Journal of cosmetic dermatology Jg. 19; H. 7; S. 1676 - 1683
Hauptverfasser:	Jiang, Biao, Wang, Huijuan, Cheng, Li, Zi, Yusha, He, Congfen, Den, Yi‐Ann
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	England 01.07.2020
Schlagworte:	Algorithms Cosmetics - adverse effects gradient boosting algorithm Humans online comment sensitive skin sensory irritation Skin gradient boosting algorithm online comment sensory irritation sensitive skin
ISSN:	1473-2130, 1473-2165, 1473-2165
Online-Zugang:	Volltext
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