In the realm of pumpkin cultivation, maximizing yield and quality is paramount. Agriculturalists are increasingly utilizing algorithmic strategies to achieve optimal pumpkin development. This innovative approaches leverage predictive modeling to identify parameters that influence pumpkin performance