Neural net confunsionmatrix

There's no error in you post so it's hard to tell what is going wrong.

When I run your code, it cannot fine the CrossTable or confusionMatrix functions. Try loading the library first. I know that caret has the confusionMatrix function.

Is this related to this similar post?