4 Commits

Author	SHA1	Message	Date
Arthur DANJOU	a0cc98744f	Implement code changes to enhance functionality and improve performance	2025-10-23 15:02:34 +02:00
Arthur DANJOU	2ca65ffe73	Refactor Gradient Boosting Classifier Implementation ... - Updated execution counts for various code cells to maintain consistency. - Changed the model from RandomForestClassifier to GradientBoostingClassifier. - Modified hyperparameter grid for GridSearchCV to include learning_rate and adjusted n_estimators. - Added stratification to train-test split for better representation of classes. - Corrected scoring parameter in GridSearchCV to use a valid metric. - Updated output messages to reflect changes in model evaluation metrics.	2025-10-20 19:24:23 +02:00
Arthur DANJOU	3f2cd3a308	Implement feature X to enhance user experience and fix bug Y in module Z	2025-10-20 18:44:22 +02:00
Arthur DANJOU	cf7d23261b	Add Jupyter notebook for supervised machine learning algorithms and update dependencies ... - Created a new Jupyter notebook: 2025_M2_ISF_TP_4.ipynb for supervised machine learning exercises, including data preparation, model building, and performance analysis. - Added 'imblearn' as a dependency in pyproject.toml to support handling imbalanced datasets. - Updated uv.lock to include the 'imbalanced-learn' package and its dependencies.	2025-10-20 17:43:11 +02:00