liupei101 / Tutorial-Machine-Learning-Based-Survival-Analysis

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