Decision Tree Classification

Repository

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Overview

Decision Tree application for supervised classification with Gini criterion, achieving 94% test accuracy. Includes feature importance and comparison with Naive Bayes.

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Tech Stack

Python 3.x · Pandas · Scikit-learn · Matplotlib · Jupyter

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Results & Key Learnings

See the Portuguese version for full architecture diagrams, code snippets and detailed results.