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Comitês de classificadores neurais

Comitês de classificadores neurais

          
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About the Book

Comitês (ensembles) são um tipo de SMC - Sistema de Múltiplos Classificadores, que se caracteriza por ser um paradigma de aprendizado no qual uma coleção finita de alternativas globais para solução de um problema é avaliada em grupo com vistas a estabelecer, a partir delas, uma solução única para o problema. Para que isto ocorra, porém, é necessário que os agentes selecionados para compor o comitê sejam ao mesmo tempo acurados (eficazes) e diversos entre si, o que é conhecido na literatura como o dilema da diversidade versus acurácia. Diversas métricas para calcular a diversidade são encontradas na literatura, a dificuldade, no entanto, ainda reside na forma de medi-la não entre pares de agentes, mas do conjunto como um todo e avaliar a relevância relativa desta diversidade frente à acurácia destes mesmos agentes. A construção de um comitê envolve diversos parâmetros com vistas a melhor determinar seu tamanho e selecionar os agentes mais adequados a compô-lo. Sendo assim, motivado pelas limitações ainda existentes, este livro tem por objetivo principal realizar demonstrar estratégias que possibilitem a construção e o empregos de comitês.


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Product Details
  • ISBN-13: 9786139689484
  • Publisher: KS Omniscriptum Publishing
  • Publisher Imprint: Novas Edicoes Academicas
  • Height: 229 mm
  • No of Pages: 112
  • Spine Width: 7 mm
  • Width: 152 mm
  • ISBN-10: 6139689481
  • Publisher Date: 26 Nov 2018
  • Binding: Paperback
  • Language: Portuguese
  • Returnable: N
  • Weight: 177 gr


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