Implementação e comparação de algoritmos de árvore de decisão (ID3, C4.5, CART) no dataset do Titanic.
Project description
Titanic Decision Trees
Este é um projeto que implementa e compara três algoritmos de árvore de decisão (ID3, C4.5 e CART) do zero, usando o famoso dataset do Titanic.
Algoritmos Implementados
- ID3: Usa o Ganho de Informação.
- C4.5: Usa a Razão de Ganho e lida com atributos contínuos.
- CART: Usa o Índice de Gini e cria árvores binárias.
Instalação
Para instalar a biblioteca, execute o seguinte comando: pip install decision-trees-felipe-puc
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