Aplicação dos metodos de classificação em 3 diferentes banco de dados. Usando...

Last update: Jan 18, 2022

Overview

Machine Learning - Métodos de classificação

Base de Dados utilizadas:

Métodos de classificação aplicados:

Naive Bayes
Arvores de Decisão
Random Forest
Regras
Aprendizagem Baseada em Instancias - kNN
Regressão Logística
Support Vector Machine - SVM
Redes Neurais

Acuracidade dos métodos

	Base Credito	Base Census
Naive Bayes	93,80%	47,67%
Árvore de Decisão	98,20%	81,04%
Random Forest	98,4%	85,07%
Regras	85,85%	75,91%
kNN	98,6%	82,90%
Regressão Logística	94,6%	84,95%
SVM	98,8%	85,07%
Redes Neurais	99,8%	81,57%

Owner

GitHub Repository

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