Imputing missing values before tree models vs linear models:
Select an answer to reveal the explanation.
Short Explanation and Infographic
Missingness strategy is model- and data-dependent — don't autopilot one rule for all.
Full explanation below image
Full Explanation
Analyze MCAR/MAR/MNAR, leakage risk, and algorithm behavior before choosing impute/drop/indicator.