Abstract
Reducing the dimension of feature space is considered to describe thematic documents. Documents are presented in the form of “object-property” tables, for the formation of which thematic dictionaries are used, usually with a volume of not more than 100 keywords. As a tool for research, we use the study of the topological properties of feature space from the values of class compactness measures based on relations between objects.
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