Why is Feature Selection Important in Epidemiology?
Feature selection is vital for several reasons. First, it helps in reducing the dimensionality of the data, which can improve the performance and interpretability of epidemiological models. Second, it aids in eliminating noise from the data, which can otherwise obscure true relationships between variables. Lastly, it helps in identifying the most important risk factors, which can inform public health interventions and policies.
