Alex, After reading your note and looking at the graphs on your website I have a couple questions: 1. For the dense among us can you define "perfect" and "corrected" training? 2. Did you adjust your spam/ham cutoffs from the default? 3. Do you have any measure of how the unsure stuff broke down between ham and spam? Thx, Skip