Landslide-Runout---Machine-Learning

This repository contains the script and data used to train and validate a machine learning algorithm to estimate the landslide runout distance, based on geometrical approximations. The repository contains three main files:

1. The observed landslide dataset recording all the necessary variables;
2. The code (in R) to train and validate the Random Forest model with the observed data, using the ranger algoritm
3. The calibrated and validated Random Forest model