Mathematics, Mathematics Education, Machine Learning, Data Science.
temperature of a particular region. If we drop the temperature variable directly, we might lose some of the useful information that is contained within the feature. So, we need to transform the observed variables in such a manner that we can easily drop less prominent features from the dataset