Backward Feature Elimination and its Implementation

In the previous article, we saw another feature selection technique, the Low Variance Filter. So far we've seen Missing Value Ratio and Low Variance Filter techniques, In this article, I'm going to cover one more technique use for feature selection know as Backward Feature Elimination. Note: If you are more interested in learning concepts in an Audio-Visual format, We have this entire article explained in the video below. If not, you may continue reading. Let's say we have the same problem statement where we want to predict the fitness level based on the given feature- Let's assume we don't have any missing values in the dataset.