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Tuning a Churn-Prediction Random Forest with GASearchCV

Community description: What happened when I let a genetic algorithm pick my model's settings instead of guessing them...

Dev.to | Oct 3, 2026 | Venkata Geetarth

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That's a real customer, and real money, walking out the door. "try between 50 and 300 trees" 'max_depth': Integer(3, 20), # e. g. "try tree depths from 3 to 20" 'class_weight': Categorical([None, 'balanced']), # e. g.

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