MDL

2000년 도입 · 논문 97편에서 사용

Minimum Description Length provides a criterion for the selection of models, regardless of their complexity, without the restrictive assumption that the data form a sample from a 'true' distribution. Extracted from scholarpedia Source: Paper: J. Rissanen (1978) Modeling by the shortest data description. Automatica 14, 465-47190005-5) Book: P. D. Grünwald (2007) The Minimum Description Length Principle, MIT Press, June 2007, 570 pages