crossrefAI2021-05-23Cited by 11
Year-Independent Prediction of Food Insecurity Using Classical and Neural Network Machine Learning Methods
Cade Christensen, Torrey Wagner, Brent Langhals
Current food crisis predictions are developed by the Famine Early Warning System Network, but they fail to classify the majority of food crisis outbreaks with model metrics of recall (0.23), precision (0.42), and f1 (0.30). In this work, using a World Bank dataset, classical and…