Mathematics, Mathematics Education, Machine Learning, Data Science.
Why can’t we just rip off some features from our dataset, in order to reduce the dimensions? In most real-world datasets, features or observed variables are dependent on each other to some extent. For instance in a weather dataset, the amount of rainfall received may or may not be dependent on the