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    Visualisation of Regression Trees


    Brunsdon, Chris (2007) Visualisation of Regression Trees. Citeseer.

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    Abstract

    he regression tree [1] has been used as a tool for exploring multivariate data sets for some time. As in multiple linear regression, the technique is applied to a data set consisting of a contin- uous response variable y and a set of predictor variables { x 1 ,x 2 ,...,x k } which may be continuous or categorical. However, instead of modelling y as a linear function of the predictors, regression trees model y as a series of ‘if-then-else’ rules based on values of the predictors

    Item Type: Article
    Keywords: Visualisation; Regression Trees;
    Academic Unit: Faculty of Science and Engineering > Research Institutes > National Centre for Geocomputation, NCG
    Item ID: 6149
    Depositing User: Prof. Chris Brunsdon
    Date Deposited: 26 May 2015 14:28
    Journal or Publication Title: Citeseer
    Publisher: The Pennsylvania State University
    Refereed: Yes
    URI:

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