Original: A Costume drama, or period drama, is a period piece in which elaborate costumes, sets and properties are featured in order to capture the ambiance of a particular era.
Simplified: A costume drama is a show in which complex costumes and sets are used to try make the set look like a particular time in history. The most common type of costume drama is the historical costume drama, both on stage and in movies.