GitHub - saikathudait/Lung-Capacity-Data-Analysis: This repository analyzes lung capacity using machine learning models based on age, height, smoking status, gender, weight, and other factors. It includes data preprocessing, visualizations, model training (Random Forest, XGBoost, SVR, Ridge), and performance evaluation. Feature importance and predictions are also explored for healthcare insights.

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.gitignore		.gitignore
Lung_Capacity_(1).ipynb		Lung_Capacity_(1).ipynb
lungcapacity.csv		lungcapacity.csv

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This repository analyzes lung capacity using machine learning models based on age, height, smoking status, gender, weight, and other factors. It includes data preprocessing, visualizations, model training (Random Forest, XGBoost, SVR, Ridge), and performance evaluation. Feature importance and predictions are also explored for healthcare insights.