Fine-Scale Spatial Prediction on the Risk of Plasmodium vivax Infection in the Republic of Korea.

Machine-learning models with properly preprocessed malaria case data can provide reliable predictions. Additional predictors, such as mosquito density, should be included in future studies to improve the performance of models.