mercator-recommender

Recommender system for grocery orders.

Data set is private.

LightGBM recommender

• F-score: 0.152926
• F-score letak: 0.164852
• F-score 5 items: 0.137098
• F-score 5 items letak: 0.143487
• F-score 10 items: 0.151285
• F-score 10 items letak: 0.143487

Baseline recommenders

• F-score recomender 1: 0.084006
• F-score recomender 2: 0.084659
• F-score recomender 3: 0.101473