Back to Projects
Jupyter NotebookHealthcare ML20

Obesity Level Prediction

Predicting obesity level from behavioral and physical features with ML/DL models, comprehensive exploratory data analysis, and feature engineering.

View Code on GitHub
Obesity Level Prediction
machine-learningclassificationhealthcarescikit-learn

Key Highlights

Multi-class classification: 7 obesity levels

Behavioral and physical feature analysis

GridSearchCV hyperparameter optimization

ROC-AUC analysis per class

Correlation heatmaps and feature distribution plots

Tech Stack

Pythonscikit-learnXGBoostPandasSeaborn

GitHub Repository

github.com/ErdoganPeker/Obesity-Level-Prediction