Project information
- Project: Interpretable Machine Learning for Gender Specific Prediction of Mortality
- Skills: Tableau, Data Cleaning, Python in Azure, Python (Programming Language), Logistic Regression, Machine Learning Algorithms, Data Visualization, Microsoft Excel, Gradient Boosting, Lime, Ridge , Lasso
- Project date: Nov 2022 - Apr 2023
- Project URL: github.com/hulyaalpagu/Interpretable-Machine-Learning-for-Gender-Specific-Prediction-of-Mortality
Interpretable Machine Learning for Gender Specific Prediction of Mortality
This study unveils a gender-specific machine-learning model for predicting all-cause mortality. Women's mortality is linked to aging, while men are more affected by illness. Women tend to live ten years longer. The research highlights the significance of gender-specific variables for better mortality management and personalized urgent care.