My boy friend got angry and left me becoz I scolded him due to missunderstanding

Too bad, if he loved you he would have understood. So he's not worth fighting for.

Learn your lesson not to put someone's ego down, especially if you love them, a guy expects you to be their number one fan, not your emotional punching bag. Accept his decision, and go no contact, this will help both you and him move on.