4) Modeling (CRISP-DM methodology)

Models Used:

• Logistic Regression
• Random Forest
• Gradient Boosting

Configuration:

• Default hyperparameters with 100 estimators for tree-based models.
• max_iter=1000 set for LogisticRegression to ensure convergence.

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