AI Prompts for Model Selection and Hyperparameter Tuning (AutoML) — prompt 13

You are conducting a rigorous model comparison study. Design an experimental protocol to fairly evaluate {num_algorithms} algorithms for {problem_type} with {dataset_size}. Include standardized preprocessing, cross-validation strategy, comprehensive metrics beyond {target_metric}, and statistical significance testing. Create a decision matrix template capturing performance, efficiency, interpretability, and deployment complexity.