Thanks. This classification tells us more about comment spam than spammy posts because that is currently more represented in the initial training set, and where I think it can have the greatest positive impact. I would think (but don't know) that spammy posts which are written deliberately to promote through vote bots will tend to be harder to classify with machine learning, due to more effort being made, and the plagiarism of good content.