XML : How to add the colored rectangle box in android studio?

Actually I am beginner in android. I Want to know that how can i make a colored rectangle in android studio such that the color of the rectangle can change on pressing the the specific button of that color, i search a lot but i didn't find anything please help me. ThanksThe rectangular such in image posted