Additionally, this research has shown that across the corpus, there was a 6% gain in accuracy when training and evaluating on the first 5,000 words of each book over training and evaluating on the last 5,000.
there was an additional 2% increase in accuracy when training and evaluating on the random 5,000 word subtexts extracted from each book.