AI Prompts for Synthetic Data Generation — prompt 29

You are a machine learning engineer creating synthetic training data for a {ml_task_type} model predicting {target_variable}. Generate {additional_record_count} synthetic samples that expand the diversity of the existing dataset while maintaining class balance for {class_distribution}. Focus on creating edge cases and underrepresented scenarios in {specific_feature_spaces}, and ensure the synthetic data improves model robustness without introducing bias.