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Machine Learning

Recipe Rating Prediction (NLP)

Text-based ML competition: predicting recipe ratings from reviews with NLP feature engineering and gradient-boosted models.

Role
Solo — ML competition
Recipe Rating Prediction (NLP) cover

Overview

An ML competition on review text: cleaning and vectorising reviews (TF-IDF), engineering text and metadata features, and comparing linear and tree-based classifiers to predict recipe ratings.