Twenty sensor columns exist; three of them actually move the “in spec” call, and two others are near-duplicates of those three. The team keeps a smaller, informative set. Which activity is that?

Twenty sensor columns, three that actually move the in-spec call, and two near-duplicates. Keeping a smaller, informative set is feature selection and extraction under feature engineering. Dropping a column is not a new source to gather.