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Implementação de um modelo de aprendizado de máquina para classificação de pokémons por tipo, utilizando Árvore de Decisão como algoritmo base.

Python 100.00%
cross-validation decision-tree-classifier machine-learning pokemon supervised-learning student-project random-forest-classifier preprocessing classification-models gradient-boosting-classifier

pokemon_classifier's Introduction

Python 3.9

Classificação de tipos de pokémons utilizando métodos de aprendizado de máquina

Implementação de um modelo de aprendizado de máquina supervisionado para classificação de pokémons por tipo, utilizando Árvore de Decisão, Floresta Aleatória, Gradient Boosting, testes com validação cruzada e algumas técnicas de pré-processamento (Trabalhos Práticos 1 e 2 da disciplina de Aprendizado de Máquina - DCOMP - UFSJ).

Requisitos

Execução

Árvore de Decisão:

python3 pokemon_decision-tree.py

Floresta Aleatória:

python3 pokemon_random-forest.py 

Gradient Boosting:

python3 pokemon_gradient-boosting.py 

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