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1990 | ReviewPaper | Buchkapitel

Classification by minimum-message-length inference

verfasst von : C. S. Wallace

Erschienen in: Advances in Computing and Information — ICCI '90

Verlag: Springer Berlin Heidelberg

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Although classifiation is perhaps the oldest practical application of MML inference, the early algorithm was subject to weakly inconsistent estimation. The same problem is inherent in any MML inference which infers many discrete "nuisance" parameters. A solution has been found using a novel coding trick, which could be useful in many inductive inferences.

Metadaten
Titel
Classification by minimum-message-length inference
verfasst von
C. S. Wallace
Copyright-Jahr
1990
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/3-540-53504-7_63