A novel perspective on WWTP prediction: Enhancing accuracy and generalization through a systematic feature engineering framework

Key Points

• The framework enhances prediction accuracy, revealing a marked improvement in outcomes.
• Key evidence shows a 30% increase in accuracy metrics, leading to better generalization.
• Analysis of wastewater treatment plant data provides insights into effective feature engineering techniques.
• This approach highlights the need for advanced models; results warrant further validation in real-world scenarios.