Tutorial-Machine-Learning-Based-Survival-Analysis
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liupei101
This repository is a tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosting Tree and XGBoost. All of them are implemented in R.
Tutorial-Machine-Learning-Based-Survival-Analysis
This repository is tutorial about survival analysis(SA) based on advanced machine learning methods including Random Forest, Gradient Boosting Tree and XGBoost. All of them are implemented in R.
Follows have been implemented(Recent update: 2018.12.06):
| Tutorial | Dependent R packages | R-Documentation |
|---|---|---|
| Random Forest-based | randomForestSRC | docs |
| Gradient Boosting Tree-based | GBM | docs |
| XGBoost-Based | XGBoost | docs |
liupei101