UVBoost: An erythemal weighted ultraviolet radiation estimator based on a machine learning gradient boosting algorithm

•UVBoost uses the Catboost machine learning tool to manage categorical data.•UVBoost calculations were accurate with differences up to

Saved in:
Bibliographic Details
Published in:Journal of quantitative spectroscopy & radiative transfer 2023-04, Vol.298, p.108490, Article 108490
Main Author: Corrêa, Marcelo de Paula
Format: Article
Language:English
Subjects:
Artificial intelligence
photoprotection
Skin cancer
Ultraviolet index
vitamin D
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:•UVBoost uses the Catboost machine learning tool to manage categorical data.•UVBoost calculations were accurate with differences up to
ISSN:0022-4073
1879-1352
DOI:10.1016/j.jqsrt.2023.108490