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


  • Lixiang Yu
  • Wenkui Wu



Random Forest, Prediction Model, Genetic Algorithm, Big Data.


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.


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How to Cite

“Research and Application of Random Forest Model Based on Genetic Algorithm Optimisation” (2024) Transactions on Computer Science and Intelligent Systems Research, 4, pp. 118–122. doi:10.62051/1w92yr11.

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