文章基本信息

标题：Data mining in real estate appraisal: a model tree and multivariate adaptive regression spline approach
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作者：Claudio Acciani ; Vincenzo Fucilli ; Ruggiero Sardaro 等
期刊名称：Aestimum
印刷版ISSN：1592-6117
电子版ISSN：1724-2118
出版年度：2011
页码：27-45
DOI：10.13128/Aestimum-9560
语种：Italian
出版社：Aestimum
摘要：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.