Print Email Facebook Twitter The Value of Calibration and Validation of Probabilistic Discretionary Lane-Change Models (poster) Title The Value of Calibration and Validation of Probabilistic Discretionary Lane-Change Models (poster) Author Knoop, V.L. Buisson, C. Faculty Civil Engineering and Geosciences Department Transport and Planning Date 2014-01-12 Abstract This paper analyses methodologies to calibrate and validate probabilistic lane change models. We perform a calibration and validation on lane change models (microscopic and macroscopic) which take the most basic dependencies into account. The resulting model has reasonable parameters, and the goodness of fit for the validation set (hold back from the total set) is similar to the calibration. For two measures of validation the model hence is validated. However, in real world terms, the model performs quite bad. It is hence concluded that the model should be validated based on measures which have a clear physical interpretation, and based on those the quality should be judged. To reference this document use: http://resolver.tudelft.nl/uuid:e7e761b6-77cf-4804-996e-b9d84685c3c0 Source 93rd Annual Meeting Transportation Research Board, Washington, USA, 12-16 January 2014 Part of collection Institutional Repository Document type conference paper Rights (c) 2014 The Author(s) Files PDF 305164.pdf 1.19 MB Close viewer /islandora/object/uuid:e7e761b6-77cf-4804-996e-b9d84685c3c0/datastream/OBJ/view