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minimum description length length

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  • Minimum Description Length — oder MDL ist eine informationstheoretische Methode, die 1978 von Jorma Rissanen zur Beschreibung von Regelmäßigkeiten in gemessenen Daten eingeführt wurde. Je stärker die Daten komprimiert werden können, desto größer ist der Anteil der Ordnung im …   Deutsch Wikipedia

  • Minimum description length — The minimum description length (MDL) principle is a formalization of Occam s Razor in which the best hypothesis for a given set of data is the one that leads to the best compression of the data. MDL was introduced by Jorma Rissanen in 1978. It is …   Wikipedia

  • Minimum message length — (MML) is a formal information theory restatement of Occam s Razor: even when models are not equal in goodness of fit accuracy to the observed data, the one generating the shortest overall message is more likely to be correct (where the message… …   Wikipedia

  • Longueur de description minimale — La longueur de description minimale ou LDM (MDL pour Minimum Description Length en anglais) est un concept inventé par Jorma Rissanen en 1978 et utilisé en théorie de l information et en compression de données. Sommaire 1 Principe 2 Voir aussi… …   Wikipédia en Français

  • MDL — minimum description length; minimum detection limit …   Medical dictionary

  • MDL — • minimum description length; • minimum detection limit …   Dictionary of medical acronyms & abbreviations

  • Kolmogorov complexity — In algorithmic information theory (a subfield of computer science), the Kolmogorov complexity of an object, such as a piece of text, is a measure of the computational resources needed to specify the object. It is named after Soviet Russian… …   Wikipedia

  • Occam's razor — For the aerial theatre company, see Ockham s Razor Theatre Company. It is possible to describe the other planets in the solar system as revolving around the Earth, but that explanation is unnecessarily complex compared to the modern consensus… …   Wikipedia

  • Statistical inference — In statistics, statistical inference is the process of drawing conclusions from data that are subject to random variation, for example, observational errors or sampling variation.[1] More substantially, the terms statistical inference,… …   Wikipedia

  • Nat (information) — Fundamental units of information bit (binary) nat (base e) ban (decimal) qubit (quantum) This box: view · …   Wikipedia

  • Concept learning — Concept learning, also known as category learning, concept attainment, and concept formation, is largely based on the works of the cognitive psychologist Jerome Bruner. Bruner, Goodnow, Austin (1967) defined concept attainment (or concept… …   Wikipedia

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