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

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Third-party APIs Wrappersmachine_learning_classification
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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