TY - BOOK AU - Villacis, Alexis H. AU - Badruddoza, Syed AU - Mishra, Ashok K. TI - A machine learning-based exploration of resilience and food security SN - 2040-5804 PB - Applied Economic Perspectives and Policy KW - Ethiopia KW - Food Insecurity Experience Scale KW - Malawi KW - Nigeria KW - Uganda KW - Predictive Performance N2 - Leveraging advancements in remote data collection and using the Food Insecurity Experience Scale (FIES) as a proxy measure of resilience, we show that machine learning models (such as Gradient Boosting Classifier, eXtreme Gradient Boosting, and Artificial UR - https://onlinelibrary.wiley.com/doi/abs/10.1002/aepp.13475 ER -