Mathematics, Mathematics Education, Machine Learning, Data Science.
The new basis will provide an alternate representation for the features by which we can easily drop features that are less important. By choosing a new basis, we’ll also need new coordinates to represent the datapoints. These basis vectors would be special as we’ll be able to choose how many basis