Jaylord Villaruel

DenGuess: Design and Development of a Machine Learning Web-Based Application for Dengue Outbreak Prediction in City of Koronadal Using Random Forest Model Classifier

Dengue outbreaks remain a major public health problem in Koronadal City with limited technology for monitoring the disease. Health workers are often challenged in accessing and preventing outbreaks due to the lack of available tools. While Random Forest models have been shown to be useful for predicting dengue, their p...