How come 0.01 is the default value for the complexity parameter in
printcp() from the rpart package?
I am aware that most times it indicates a great point at which to stop splitting the tree. However, in certain cases, accuracy can be increased by splitting a bit further. So, it is not clear to me why this was the chosen value.
I appreciate anyone who can shed a bit of light on this!