Modeling household car ownership by decision rules

摘要

This paper aims to develop a decision rule-based model of household car ownership by using household travel survey data.The rough set approach as one of data mining techniques provides an effective tool to model the presented data set with decision rule sets. In this paper, the outputted "ifthen" rules show the significant relationships between car ownership type and household characteristics.The performance of three different rule sets is also compared.