Dengue Prediction using Machine Learning Algorithms

Dengue is an arboviral disease caused by the Aedes mosquito-borne dengue viruses (DENVs). The World Health organization (WHO) reports an annual incidence of around 100-400 million infections in 2019 which is the largest number of dengue cases ever reported globally and prompted WHO to declare the virus as the world's top 10 public health threats. It can be turned into life-threatening dengue hemorrhagic fever which further evolves into dengue shock syndrome. Indispensable useful tools that precisely distinguish dengue and its subtypes in the early stage of disease progression are essential to convenient well-timed supportive care and therapy. In recent years, Bangladesh has seen a hike in the dengue outbreak and 101,000 cases were reported to the WHO in 2019. Such…