Using A Data Mining Workbench For Micro And
Macro Economic Modelling
Author(s)
D.F. Nettleton, V.L. Fandino, M. Witty & E. Vilajosana
Abstract
Micro economic modelling which includes macro economic factors is often
avoided in many commercial data mining projects due to the presence of factors
which are difficult to predict and the complexity of bringing together data from
diverse sources. In this paper we present a methodology and a set of contrasting
algorithms to mine complex data with many unknown factors and for factors
whose uncertainty is interrelated. Multiple segmentation, classification
techniques and predictive algorithms all play a part in incorporating and
controlling uncertainty while guaranteeing precise and reliable information as the
end product. To illustrate the approach, we describe a data mining project carried
out wit
Keywords
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