A decompiler basically takes the machine code and reverts it back to the language it was formatted in. If I'm not mistaken, I think the decompiler needs to know what language it was compiled in, otherwise it won't work.
The basic purpose of the decompiler is to get back to your source code; for example, one time my Java file got corrupted and the only thing I could so to bring it back was by using a decompiler (since the class file wasn't corrupted).