👉 The term "destandardize" refers to a process or procedure in statistics, particularly in data analysis and machine learning, where data is standardized so that all variables are on the same scale. This process aims at reducing multicollinearity between variables, which can lead to inaccurate predictions or results when working with large datasets. The goal of destandardizing is to make sure each variable has a similar range or spread across different groups or categories and to reduce the impact of correlated variables.
