I would say that for the most part, Western society favors finer features over rougher ones for women. Smaller noses,narrow faces frames,waists. Longer legs (and I suppose arms although they are not stressed as much), Larger appearing eyes' hips, breasts. Exaggerated features. Clear completions.
I find so called average looking women more attractive on the whole since they mostly come by their looks naturally.