Why are they called Antilles?

The name ‘Antilles’ refers to a semi-mythical land called Antilia which can be found on many medieval maps. This was before Europeans traveled all the way across the Atlantic, but they did have an idea that some land was across the seas to the west, though it was often depicted as a large continent or island.

In other words, Antilles are Islands?

Yes you are right.