# Context
This is homework 3 of the course <a href="https://www.lamsade.dauphine.fr/~ebenhamou/beccome_a_kaggle_master/index.html">Become a Kaggle Master</a>
This course is part of the <a href="https://dauphine.psl.eu/en/training/masters-degrees/computer-science/m2-artificial-intelligence-systems-data">IASD Master 2 in Machine Learning, Artificial Intelligence, and Data Science</a> program, jointly run by <a href="https://dauphine.psl.eu/en/">Université Paris Dauphine</a>, <a href="https://www.ens.psl.eu/en"> ENS</a>  and <a href="https://mines-paristech.eu/"> Mines ParisTech</a>.

# Goal
This competition is a classification exercise. You are called upon to help the economic team of a leading consulting firm. The objective of the competition is to determine the economic regime predicted by the best economists for the emerging world compared to the rest of the world. Economists have identified 3 regimes for emerging countries versus the rest of the world:
- 1: growing faster
- 0: similar pace
- -1: slower