This is an illustration of the truth vs. classification results for identifying sex scenes using a classifier in scikit-learn. The top row represents "truth" as labelled by Mechanical Turkers (and post-analyzed by me). The bottom row represents how the classifier did. Rollover a chunk to see the partly tokenized text and judge for yourself (beware, X-rated!). Please see the talk and blog post by Lynn Cherny.