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John R Hauser

Return to Sender / Predictive Models

22 March 2024

 3 minutes
The study model enhanced by the neural network thus predicted return rates based on image and colour in addition to the baseline of seasonality, price, and type of garment.

Better Predictive Models Could Lead to Fewer Clothing Returns, Finds Study

Returns are the bane of any retailer and a new study suggests a scalable illustrative machine-learning model that could help reduce returns and improve profit by more than 8 per cent.

By
  • Staff Writer
Young India Fashion Survey 2025
Textile Recycling Expo
ITF Intertex Portugal 2025
Most Popular
Footwear Markets / New Trade Disorder / IV Feature
The average effective tariff rate on both footwear and apparel is over five times higher than on all other US imports.

‘Cruel’ April Heaps Tariffs, A Pause; Global Footwear Industry Feels Clobbered

  • Richa Bansal

10 April 2025
Tracing Wool / Sheep Inc Interview
The Sheep Inc mission goes beyond creating exceptional knitwear. It seeks to reimagine the fashion industry's approach to the environment. Instead of merely offsetting emissions, Sheep Inc strives to make a positive impact, pledging to remove more CO2 from the atmosphere than the manufacturing process creates.

Here's a Response to Anti-Wool Agenda: Transparency and Regenerative Sourcing

  • Subir Ghosh

8 April 2025