%0 Journal Article
%T Data mining in real estate appraisal: a model tree and multivariate adaptive regression spline approach
%A Claudio Acciani
%A Vincenzo Fucilli
%A Ruggiero Sardaro
%J Aestimum
%D 2011
%I Firenze University Press
%X In this paper we adopt two exploratory modelling techniques: Model Trees and Multivariate Adaptive Regression Splines. The objective is the building of two sale price prediction models in order to highlight possible market segments not detectable a priori. We show how these novel procedures can help to understand complex patterns and interactions among predictors in real estate appraisal.
%U http://www.fupress.net/index.php/ceset/article/view/9560