Mustafa Al-Saadi

Machine Learning-Based Prediction of Construction Project Costs and Overruns Using a Comparative Study of Benchmark Datasets

A common failure in construction project delivery around the world is cost overruns and schedule delays. This research benchmarks five machine learning models (Random Forest (RF), Extreme Gradient Boosting (XGBoost), Light Gradient Boosting Machine (LightGBM), Support Vector Machine (SVM), and a Multilayer Perceptron A...