Uncertainty and Feature Selection of Integrated Land Use-Transportation Microsimulation Models

Feature selection of model input variables can serve as a guide to identify the main sources of uncertainty that is often associated with variables in models for building confidence in the output of the model and the resulting decisions. This paper present an approach to select the optimal set of features and evaluate the uncertainties of the quantities of interest for an integrated land use-transportation microsimulation models with applications in urban and regional design.