منابع مشابه
Evolving Text Classification Rules with Genetic Programming
We describe a novel method for using Genetic Programming to create compact classification rules using combinations of N-Grams (character strings). Genetic programs acquire fitness by producing rules that are effective classifiers in terms of precision and recall when evaluated against a set of training documents. We describe a set of functions and terminals and provide results from a classifica...
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متن کاملEvolving Text Classifiers with Genetic Programming
We describe a method for using Genetic Programming (GP) to evolve document classifiers. GP’s create regular expression type specifications consisting of particular sequences and patterns of N-Grams (character strings) and acquire fitness by producing expressions, which match documents in a particular category but do not match documents in any other category. Libraries of N-Gram patterns have be...
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StarLogo TNG is a robust graphical programming environment for secondary students. Despite the educational advantages of graphical programming, TNG has sustained criticism from some who object to the exclusion of a textual language. Recognizing the benefits of text processing and the power of controlling software with a keyboard, I sought to incorporate text-processing techniques into TNG’s gra...
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ژورنال
عنوان ژورنال: Nature
سال: 1968
ISSN: 0028-0836,1476-4687
DOI: 10.1038/2201014b0