MultiCollinearity
Multicollinearity is a concept relevant to all the input data that is used in a Machine learning Algorithm. This has to be understood well, to prepare the input data for many Machine Learning Algorithms. Let us understand what it means, why should we be interested in it and what action do we need to take about it. What is MultiCollinearity? Starting from first principles, Wikipedia says "Collinearity is a linear association between two explanatory variables. Two variables are