Predicting fatal fall from heights accidents using random forest classification machine learning model

• Main Authors: Zermane, Abderrahim, Mohd Tohir, Mohd Zahirasri, Zermane, Hanane, Baharudin, Mohd Rafee, Mohamed Yusoff, Hamdan
• Format: Article
• Published: Elsevier 2023
• Online Access: http://psasir.upm.edu.my/id/eprint/110072/; https://www.sciencedirect.com/science/article/pii/S0925753522003629
• Institution: Universiti Putra Malaysia

The focus of this paper is to use machine learning to create a prediction model that detects the probable factors impacting fatal falls from heights accidents at the Malaysia construction industry. The dataset used in this study was imported from the Department of Occupational Safety and Health of M...