emergency infrastructure project;public’s support;K-Nearest Neighbors;random forest;machine learning 1. Introduction The World Bank defines emergency infrastructure projects as urgent and unforeseen infrastructure initiatives aimed at addressing emergencies. For instance, in response to COVID-19, the establi...