In this report, I fitted a classification model that predicts the winning probability for a team, based on data from different professional regional League of Legends leagues from around the world in 2019.
You can check the final model in a Shiny App here: https://diegoangulo.shinyapps.io/Lol_Win_Prob/
Rpubs link to this report: https://rpubs.com/diegolas/LogisticLoL