Semi Emrah Aslay

Interpretable machine learning model for analyzing the effect of building characteristics on cost with Extreme Gradient Boosting and Shapley Additive Explanations

A building consists of many components, each with its own financial impact. A clear evaluation of these impacts is possible through the analysis of the components that make up construction costs. This study aims to evaluate and interpret the combined use of construction cost components for different scenarios using mac...