A Computational Model for the Data Compression Metaphor
نویسنده
چکیده
Although it is often noted that the process of data compression forms an illuminating metaphor for concept learning mechanisms, the computational basis of the metaphor is not usually made explicit. In this paper, an algorithm is described which implements climbing-tree inductive gener-alisation as a form of clustering process. The algorithm is correctly clas-siied as a generalised data compression algorithm; it therefore provides a plausible model for the data compression metaphor.
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