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词汇 Conceptual Clustering
分类 英语词汇 英语翻译词典
释义

Conceptual Clustering

英语百科

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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