HomeProjectsSport Footwear Sales Prediction — ML Comparative Study
Jan 2025AuthorPublication
Sport Footwear Sales Prediction — ML Comparative Study
Comparative performance analysis of multiple ML models for footwear sales forecasting.
Problem
Retail sales forecasting accuracy varies materially by model family. The study benchmarked several ML approaches on sports-footwear data to characterise trade-offs.
Approach
- Trained and compared multiple ML regressors on forecasting accuracy
- Reported findings in a publication
Stack
Pythonscikit-learnForecasting
Outcome
- Published January 2025
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