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- Pattern_recognition abstract "In machine learning, pattern recognition is the assignment of a label to a given input value. In statistics, discriminant analysis was introduced for this same purpose in 1936. An example of pattern recognition is classification, which attempts to assign each input value to one of a given set of classes (for example, determine whether a given email is "spam" or "non-spam"). However, pattern recognition is a more general problem that encompasses other types of output as well. Other examples are regression, which assigns a real-valued output to each input; sequence labeling, which assigns a class to each member of a sequence of values (for example, part of speech tagging, which assigns a part of speech to each word in an input sentence); and parsing, which assigns a parse tree to an input sentence, describing the syntactic structure of the sentence.Pattern recognition algorithms generally aim to provide a reasonable answer for all possible inputs and to perform "most likely" matching of the inputs, taking into account their statistical variation. This is opposed to pattern matching algorithms, which look for exact matches in the input with pre-existing patterns. A common example of a pattern-matching algorithm is regular expression matching, which looks for patterns of a given sort in textual data and is included in the search capabilities of many text editors and word processors. In contrast to pattern recognition, pattern matching is generally not considered a type of machine learning, although pattern-matching algorithms (especially with fairly general, carefully tailored patterns) can sometimes succeed in providing similar-quality output to the sort provided by pattern-recognition algorithms.Pattern recognition is studied in many fields, including psychology, psychiatry, ethology, cognitive science, traffic flow and computer science.".
- Pattern_recognition wikiPageExternalLink pr-web.html.
- Pattern_recognition wikiPageExternalLink ocr_system.gif.
- Pattern_recognition wikiPageExternalLink pr.php.
- Pattern_recognition wikiPageExternalLink classifiers.htm.
- Pattern_recognition wikiPageExternalLink www.iapr.org.
- Pattern_recognition wikiPageExternalLink ijapr.
- Pattern_recognition wikiPageExternalLink opennn.
- Pattern_recognition wikiPageExternalLink www.jprr.org.
- Pattern_recognition wikiPageExternalLink www.openpr.org.cn.
- Pattern_recognition wikiPageExternalLink 00313203.
- Pattern_recognition wikiPageExternalLink archive.shtml.
- Pattern_recognition wikiPageID "126706".
- Pattern_recognition wikiPageRevisionID "605612629".
- Pattern_recognition hasPhotoCollection Pattern_recognition.
- Pattern_recognition subject Category:Formal_sciences.
- Pattern_recognition subject Category:Machine_learning.
- Pattern_recognition comment "In machine learning, pattern recognition is the assignment of a label to a given input value. In statistics, discriminant analysis was introduced for this same purpose in 1936. An example of pattern recognition is classification, which attempts to assign each input value to one of a given set of classes (for example, determine whether a given email is "spam" or "non-spam"). However, pattern recognition is a more general problem that encompasses other types of output as well.".
- Pattern_recognition label "Mustererkennung".
- Pattern_recognition label "Patroonherkenning".
- Pattern_recognition label "Pattern recognition".
- Pattern_recognition label "Reconhecimento de padrões".
- Pattern_recognition label "Reconnaissance de formes".
- Pattern_recognition label "Reconocimiento de patrones".
- Pattern_recognition label "Riconoscimento di pattern".
- Pattern_recognition label "Rozpoznawanie wzorców".
- Pattern_recognition label "Теория распознавания образов".
- Pattern_recognition label "تمييز الأنماط".
- Pattern_recognition label "パターン認識".
- Pattern_recognition label "模式识别".
- Pattern_recognition sameAs Mustererkennung.
- Pattern_recognition sameAs Αναγνώριση_προτύπων.
- Pattern_recognition sameAs Reconocimiento_de_patrones.
- Pattern_recognition sameAs Reconnaissance_de_formes.
- Pattern_recognition sameAs Pengenalan_pola.
- Pattern_recognition sameAs Riconoscimento_di_pattern.
- Pattern_recognition sameAs パターン認識.
- Pattern_recognition sameAs 패턴_인식.
- Pattern_recognition sameAs Patroonherkenning.
- Pattern_recognition sameAs Rozpoznawanie_wzorców.
- Pattern_recognition sameAs Reconhecimento_de_padrões.
- Pattern_recognition sameAs m.0y2cs.
- Pattern_recognition sameAs Q378859.
- Pattern_recognition sameAs Q378859.
- Pattern_recognition wasDerivedFrom Pattern_recognition?oldid=605612629.
- Pattern_recognition isPrimaryTopicOf Pattern_recognition.
