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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