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akshat.jaipuriar's blog

By akshat.jaipuriar, 18 months ago, In English

Hello Codeforces,

I wanted to share this little project I made using ML to predict your ratings after the next 5 contests and recommend a few problems based on the predicted rating to help you grow based on your Top 3 weakest topics.

The project uses a Random Forest Regressor to learn patterns of different users in different rating ranges using factors like

  1. Acceptance Ratio

  2. Rating Trend

  3. Tag Diversity

  4. TagWise Success

Application Link: cf-rating-predictor
GitHub Repo: CFpredictor

This is my first time implementing something ML-based so please forgive me if I did something wrong ;)

Thanks if you have any suggestions do let me know :)

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