A Supervised Machine Learning Classification Framework for Clothing Products’ Sustainability

• Published in: Sustainability Vol. 14; no. 3; p. 1334
• Main Authors: Satinet, Chloe, Fouss, François
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.02.2022
• Subjects: Algorithms; Classification; Clothing industry; Consumers; Consumption; Datasets; Descriptive labeling; Environmental impact; Fashion models; Impact factors; Inventory; Machine learning; Neural networks; Software; Subject specialists; Sustainable development
• ISSN: 2071-1050; 2071-1050
• DOI: 10.3390/su14031334

These days, many sustainability-minded consumers face a major problem when trying to identify environmentally sustainable products. Indeed, there are a variety of confusing sustainability certifications and few labels capturing the overall environmental impact of products, as the existing procedures...