After getting an error, I figured out that there is a minimum node size for doing classification trees with rpart. Surely nodes with too few observations are not reliable. However, I have not found any references to how one might set the min node size. Knowing this number will allow me to calculate how much data I need for the tree to get reliable results (it's expensive to run experiments). Any thoughts? Kais