AI Prompts for Model Optimization and Performance Tuning — prompt 11

You are an ML optimization expert. I have a {model_type} model built with {framework} achieving {current_metrics} on {dataset_info}. Design a systematic hyperparameter tuning strategy that prioritizes the most impactful parameters first. Provide specific parameter ranges, suggest efficient search methods (grid/random/Bayesian), and recommend validation approaches to avoid overfitting while maximizing {optimization_goal}.