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Farm to Feed Shopping Basket Recommendation Challenge

Helping Kenya
€8 250 EUR
Completed (~1 month ago)
Machine Learning
Prediction
Feature Engineering
740 joined
266 active
Starti
Dec 02, 25
Closei
Jan 19, 26
Reveali
Jan 20, 26
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J0NNY
Multi-Horizon Modeling Notebook | Public LB Score: 0.9735
Notebooks · 30 Dec 2025, 05:18 · 2

I am sharing a multi-horizon modeling notebook that focuses on the core solution. To keep it concise, the EDA and evaluation sections were reduced.

Notebook link: https://www.kaggle.com/code/yohannesmelese/ftf-horizon-solution

I hope you find it useful. If it helps you, please consider upvoting the notebook. Enjoy!

Discussion 2 answers
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GIrum
Adama Science and Technology University

nice one @JONNY, very useful piece.

30 Dec 2025, 11:31
Upvotes 1
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Sammy_S_Mutuku
KCA University

Hi @YohannesMelese,

I wanted to publicly thank you for the notebook you shared during the Farm to Feed challenge. I used your approach as a baseline and it helped me push my rank up to #49 in that competition. Your coding style was incredibly clear and helpful for a student like me.

Are you also participating on this challenge https://zindi.africa/competitions/dataorg-financial-health-prediction-challenge

I am currently stuck on some feature engineering concepts and handling missing data values here. Given your experience, are you planning to share any baseline thinking for this challenge, or could you point me in the right direction, on financial challenge, am stuck with an F1 score betweeen 0.85- 0.89 for days now.

Huge respect from Kenya! Sammy.

21 Jan 2026, 19:52
Upvotes 0