Research and Application of Random Forest Model Based on Genetic Algorithm Optimisation

Abstract

In this study, an in-depth analysis of the relationship between infant behavioural characteristics and mothers' physical and psychological indicators was conducted by integrating a random forest model optimised by a genetic algorithm. A mathematical model of treatment cost and health improvement rate was also established, which provides a scientific basis and technical support for infant behaviour analysis and individualized intervention strategies.