Feature extraction, class and decomposition question

[decade5d]

what is actually a decomposition in signal ? what i get is that from a data of E(1) it goes to x(1)-x composing that signal, where feature extraction is the act of extractng the data ? and class is when you get the data of the feature then it entered that classifier ? im still not very clear on this so please any help will be really appreciated