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8 - Modern Artificial Methods and Raw Data

from Part IV - How to Study Classification

Published online by Cambridge University Press:  20 July 2020

David M. Williams
Affiliation:
Natural History Museum, London
Malte C. Ebach
Affiliation:
University of New South Wales, Sydney
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Summary

In Chapter 2 we noted some differences between natural and artificial classifications. To recap: artificial classifications are created or imposed and often constructed so that those who do not know a particular organism are able to identify it. Natural classification is about discovery; discovering something about the natural world (of which more later). The usual kinds of artificial classifications are keys and field guides (see Chapter 2), but here we extend the term to include classifications found by using any specific method, or any specific algorithm, or any specific kind of data, even a combination of the above. This may seem an extreme position to take, one that would eliminate all methods of analysis as having any merit. This is not what we are stating and we will expand on this below, but first we begin by considering ‘sets’ of numerical methods and discussing what we understand to be their underlying philosophy. We do not intend to discuss in detail the technical workings of all those methods. As we have already noted, we are not writing a cookbook.

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