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 Evolutionary Data Mining Evolutionary data mining, or genetic data mining is an umbrella term for any data mining using evolutionary algorithms. High Quality Content by
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Evolutionary Data Mining

автор Frederic P. издательство Книга по Требованию Локальные и корпоративные сети
Cтраниц 76        мягкая обложка       
Аннотация:Evolutionary data mining, or genetic data mining is an umbrella term for any data mining using evolutionary algorithms. High Quality Content by WIKIPEDIA articles! While it can be used for mining data from DNA sequences, it is not limited to biological contexts and can be used in any classification-based prediction scenario, which helps "predict the value . . . of a user-specified goal attribute based on the values of other attributes. " For instance, a banking institution might want to predict whether a customer' s credit would be "good" or "bad" based on their age, income and current savings. Evolutionary algorithms for data mining work by creating a series of random rules to be checked against a training dataset. The rules which most closely fit the data are selected and are mutated. The process is iterated many times and eventually, a rule will arise that approaches 100% similarity with the training data. This rule is then checked against a test dataset, which was previously invisible to the genetic algorithm.
Автор: Frederic P.
Издательство: Книга по Требованию
Год:2010
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1394 руб
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Поиск: Evolutionary Data Mining



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