We augment the post-time features with early-discussion feature sets by giving our algorithms access to comments from increasing observation periods.
we train linear classifiers by combining our best post-time feature set (TEXT+TIME) with features derived from comment trees available after t minutes, and sweep t from t = 15 to t = 180 minutes in 15 minute intervals.