If you think it is odd that a factor has only one level, you are correct. The data dictionary lists two levels for this feature: partial and universal. However, all the examples in our data are classified as partial. It is likely that this data element was somehow coded incorrectly. In any case, since the veil type does not vary across samples, it does not provide any useful information for prediction. We will drop this variable from our analysis using the following command: