CatBoost: The Interpreter Who Refused to Peek at Tomorrow's Newspapertranslating…

The One-Line Summary: Replacing a category with the average target for that category is the most common feature-engineering trick in tabular machine learning and it quietly hands the model the answer — measured here, it turned a column containing literally no signal into a…