By contrast, while regression-based models are widely applied in drinking water research, they have suboptimal performances in certain contexts . The suboptimal performances do not undermine the value of regression-based models. However, their linear or predefined non-linear structures may limit their effectiveness, especially when compared with the adaptive and intricate abilities of NN-based models.