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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 |
| Related URLs: | |
| URI: | https://mu.eprints-hosting.org/id/eprint/6149 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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