carrytheeast / Project_Important_Factors_in_Heart_Disease

[Modeling] Project in 2022 - Simple Model of important factors in the incidence of heart disease and prediction model

Project in 2022(11.09 ~ 11.11) - Simple Model of important factors in the incidence of heart disease and prediction model

This project was conducted in the fall semester of Pukyong National University's third year.

Used LightGBM, Optuna, Smote, robustScaler, ordinalEncoding, stratifiedKFold crossValidation

References

• https://github.com/optuna/optuna
• https://github.com/kaggler-tv

About Dataset in Kaggle - Key Indicators of Heart Disease

• https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease