Fig. 1

Schematic representation of the overall modeling workflow, including data preprocessing, model selection, hyperparameter optimization using PSO, and ensemble learning using AdaBoost regression.
Schematic representation of the overall modeling workflow, including data preprocessing, model selection, hyperparameter optimization using PSO, and ensemble learning using AdaBoost regression.