基于随机森林算法的智慧消防服务评测研究  

Research on Intelligent Fire Protection Services Evaluation Based on Random Forest Algorithm

作　　者：郝晓琳 HAO Xiao-lin(China Quality Certification Centre Shanghai Branch,Shanghai 201206,China)

机构地区：[1]中国质量认证中心上海分中心,上海201206

出　　处：《价值工程》2024年第31期144-146,共3页Value Engineering

摘　　要：加速发展的城市化进程和社会化消防需求日益提升,智慧消防服务已然成为城市安全的主力军。本文创新性提出采用随机森林算法对智慧消防服务进行评测,通过深入分析其架构、流程以及应用领域,构建科学合理的评测模型。而经过严格的训练与优化,随机森林算法在特征选择与评估指标构建方面展现出了显著的优势,这些优势有助于提升评测结果的准确性和可靠性。通过研究,本文旨在为智慧消防服务评测提供一种新思路,并进一步拓展随机森林算法在复杂系统评测领域的应用实践。The accelerated urbanization process and the increasing demand for socialized fire protection have made smart fire services the main force of urban safety.This article innovatively proposes the use of random forest algorithm to evaluate intelligent fire protection services.Through in-depth analysis of its architecture,process,and application areas,a scientifical and reasonable evaluation model is constructed.After rigorous training and optimization,the random forest algorithm has demonstrated significant advantages in feature selection and evaluation index construction,which helps to improve the accuracy and reliability of evaluation results.Through research,this article aims to provide a new approach for the evaluation of intelligent fire protection services and further expand the application practice of random forest algorithm in the field of complex system evaluation.

关 键 词：数字化转型 智慧消防服务 随机森林算法 评测模型 

分 类 号：TU998.1[建筑科学—市政工程]