To test our approach in a variety of scenarios, we utilized the GivenX protocol, where each target author has exactly X training samples (Breese, Heckerman, and Kadie 1998).
we performed tenfold cross validation over authors, where we partitioned the authors into ten folds and iterated over the folds, using nine folds as the training folds and the remaining fold as the test fold.