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单词 Conceptual Clustering
释义

Conceptual Clustering

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Conceptual clustering

Sample COBWEB knowledge representation,  probabilistic concept hierarchy.  Blue boxes list actual objects, purple boxes list attribute counts.  See text for details. Note: The diagram is intended to be illustrative only of COBWEB's data structure; it does not necessarily represent a

Conceptual clustering is a machine learning paradigm for unsupervised classification developed mainly during the 1980s. It is distinguished from ordinary data clustering by generating a concept description for each generated class. Most conceptual clustering methods are capable of generating hierarchical category structures; see Categorization for more information on hierarchy. Conceptual clustering is closely related to formal concept analysis, decision tree learning, and mixture model learning.

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