To enhance the accuracy and rationality of bidding decisions in engineering projects,this paper utilizes the fuzzy comprehensive appraisal(FCA)method to address the ambiguous factors within the evaluation indicator system and integrates this with the TabNet model for an innovative optimization of the bidding evaluation method.Not only does this research involve feature selection,model training and prediction,but it also introduces an original F-TabNet evaluation model,which effectively leverages the great expressive power of the TabNet network.The findings verify the application value of the F-TabNet evaluation method in the bidding process for engineering projects.The method can not only precisely predict the bidding outcomes,but also have a robust interpretability.It has an important significance for promoting the scientification and rationalization of project bidding decisions.
关键词
项目评标/F-TabNet模型/特征选择/决策准确性/数据分析与预测
Key words
project bidding evaluation/F-TabNet model/feature selection/decision accuracy/data analysis and prediction
维普
万方数据