GitHub - tahaLazar/Diabetes_DecisionTree_Classification: Diabetes prediction using a Decision Tree Classifier with hyperparameter tuning, feature importance analysis, and model evaluation using Python and Scikit-learn.

Model

A Decision Tree Classifier was trained and optimized by tuning the max_depth hyperparameter.

The best performance was achieved with:

The project also includes feature importance analysis and visualization of the decision tree.

Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
README.md		README.md
diabetes.csv		diabetes.csv
diabetes_decision_tree.ipynb		diabetes_decision_tree.ipynb
requirements.txt		requirements.txt