Can you provide additional information, such as the number, and just as importantly the type, of the other variables in the data?  If you are trying to predict a continuous variable from data which is predominantly categorical, and also subject to missingness, you may not have enough complete cases to predict the continuous variable.   Stevev Denham ... View more