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 On Combining Classification Algorithms. Combining Classification Algorithms
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On Combining Classification Algorithms. Combining Classification Algorithms

автор Joao G. издательство Книга по Требованию Экономическая теория
Cтраниц 200        мягкая обложка       
Аннотация:The ability of a chosen classification algorithm to induce a good generalization depends on how appropriate its representation language used to express generalizations of the examples is for the given task. The problem of finding the appropriate model for a given task is an active research area. In this dissertation, instead of looking for methods that fit the data using a single representation language, we present a family of algorithms, under the generic name of {em Cascade Generalization}, whose search spaces contains models that use different representation languages. Since different learning algorithms employ different knowledge representations and search heuristics, different search spaces are explored and diverse results are obtained.
Автор: Joao G.
Издательство: Книга по Требованию
Год:2009
Цена:
2746 руб
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Поиск: On Combining Classification Algorithms. Combining Classification Algorithms



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