AI Prompts for Model Selection and Hyperparameter Tuning (AutoML) — prompt 12

You are an AutoML expert optimizing {algorithm_name} for {problem_type} within {time_constraint}. Create a strategic hyperparameter search plan prioritizing the most impactful parameters first. Recommend search method (grid/random/Bayesian), provide optimal search ranges, and design a step-by-step tuning sequence that maximizes {target_metric} improvement per hour invested.