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- Q4428882 subject Q8235203.
- Q4428882 abstract "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 consists of a statement of the model, followed by a statement of data encoded concisely using that model). MML was invented by Chris Wallace, first appearing in the seminal Wallace and Boulton (1968).MML is intended not just as a theoretical construct, but as a technique that may be deployed in practice. It differs from the related concept of Kolmogorov complexity in that it does not require use of a Turing-complete language to model data. The relation between Strict MML (SMML) and Kolmogorov complexity is outlined in Wallace and Dowe (1999a). Further, a variety of mathematical approximations to "Strict" MML can be used – see, e.g., Chapters 4 and 5 of Wallace (posthumous) 2005.".
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- Q4428882 wikiPageExternalLink wallace.
- Q4428882 wikiPageExternalLink bjps.oxfordjournals.org.
- Q4428882 wikiPageExternalLink axm033v1.
- Q4428882 wikiPageExternalLink books?ie=ISO-8859-1&id=3NmFwNHaNbUC&q=wallace+%22statistical+and+inductive+inference+by+minimum+message+length%22&dq=wallace+%22statistical+and+inductive+inference+by+minimum+message+length%22.
- Q4428882 wikiPageExternalLink 270.
- Q4428882 wikiPageExternalLink 4.toc.
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- Q4428882 wikiPageExternalLink HPS.pdf.
- Q4428882 wikiPageExternalLink default.asp?ttype=2&tid=10478&mode=toc.
- Q4428882 wikiPageExternalLink aistats2001.
- Q4428882 wikiPageExternalLink Wallace.
- Q4428882 wikiPageExternalLink MML.
- Q4428882 wikiPageExternalLink 20031120e.
- Q4428882 wikiPageExternalLink READ-ME.shtml.
- Q4428882 wikiPageExternalLink mikko.ps.
- Q4428882 wikiPageExternalLink mml.
- Q4428882 wikiPageExternalLink toc.pdf.
- Q4428882 wikiPageExternalLink ~dld.
- Q4428882 wikiPageExternalLink CSWallacePublications.
- Q4428882 wikiPageExternalLink CSWallace2005book_toc.pdf.
- Q4428882 wikiPageExternalLink ComleyDowe2005.
- Q4428882 wikiPageExternalLink DoweGardnerOppy2007.
- Q4428882 wikiPageExternalLink DoweWallace1997.
- Q4428882 wikiPageExternalLink NeedhamDowe2001.
- Q4428882 wikiPageExternalLink MML.html.
- Q4428882 wikiPageExternalLink Needham+Dowe2001_Ockham.pdf.
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- Q4428882 wikiPageExternalLink ComleyDowe2005MMLGeneralizedBayesianNetsAsymmetricLanguages_p272.jpg.
- Q4428882 wikiPageExternalLink ComleyDowe2005MMLGeneralizedBayesianNetsAsymmetricLanguages_p273.jpg.
- Q4428882 wikiPageExternalLink ComleyDowe2005MMLGeneralizedBayesianNetsAsymmetricLanguages_p294.jpg.
- Q4428882 wikiPageExternalLink Dowe2010_MML_HandbookPhilSci_Vol7_HandbookPhilStat_MML+hybridBayesianNetworkGraphicalModels+StatisticalConsistency+InvarianceAndUniqueness_pp901-982.pdf.
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- Q4428882 wikiPageWikiLink Q8235203.
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- Q4428882 comment "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 consists of a statement of the model, followed by a statement of data encoded concisely using that model).".
- Q4428882 label "Minimum message length".