Compose a 1500 words assignment on a particular place of residence of a person. Needs to be plagiarism free! The process of area classification is done through the clustering or grouping of geographical units by the use of particular methods. Cluster analysis borrows largely from clustering algorithms but is instead much more than the mere grouping of the objects. Therefore, to successfully run a cluster analysis will require a series of particular steps, which involve multiple decisions across all the stages. At this point, there is no wrong or right answer to most of the decisions that are made in the process. Every decision in the stages will, therefore, give its own alternative results. As a result, the different decisions gathered could be appropriate or not appropriate depending on the classification that is to be created. There are seven steps involved a successful running of the cluster analysis. Each step in the framework represents a very important decision point that is imperative for the smooth running of the cluster analysis (Harris and Webber, 2005). It is suggested that the user of the method should be in a position to correctly recognize all the important and critical decisions involved and their individual influences on the results (Everett and Leese, 2001). At this point, it becomes important to clearly distinguish between the conventional cluster analysis and the clustering method. Clustering method connotes the simple process by which the clusters are actually formed (Everett and Leese, 2001). On the other hand, cluster analysis is much elaborate and implies the wider series of steps that have to be followed in order to finish the whole analysis.
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