This repository consists of scripts of various projects that focus in constructing machine learning models to predict health outcomes using various R packages (Caret's random forest and feature elimination method (RFE), SVM, XGBoost, ANN, SIAMCAT). The codes are written in R programming language.
SIAMCAT tutorial from the developer: https://konradzych.github.io/SIAMCAT/articles/SIAMCAT_vignette.html
Caret R package to perform machine learning models (Random forest, XGBoost, LDA, SVM, etc.): https://topepo.github.io/caret/index.html