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Análise de desempenho de classificadores utilizando a ferramenta de extração de dados

Análise de desempenho de classificadores utilizando a ferramenta de extração de dados

Akshay Jain / Dinesh Kumar / Divya Divya

43,75 €
IVA incluido
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Editorial:
KS OmniScriptum Publishing
Año de edición:
2024
Materia
Informática: cuestiones generales
ISBN:
9786208203269
43,75 €
IVA incluido
Disponible

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Sobre IBD

Recentemente, a classificação da extração de dados encontrou o seu lugar notável no domínio da medicina. A aprendizagem automática é um domínio emergente na compreensão e análise de grandes quantidades de dados relativos aos cuidados de saúde. Esta investigação apresenta a análise do desempenho de várias técnicas de classificação em conjuntos de dados de cuidados de saúde utilizando a ferramenta de aprendizagem automática Weka. Aplicámos diferentes classificadores em quatro conjuntos de dados médicos para descobrir o melhor algoritmo de classificação. Com os resultados obtidos, verificou-se que o algoritmo J48 e o algoritmo Random Forest apresentam os resultados mais prometedores entre todos os algoritmos de classificação.

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