However, this approach ignores the probabilistic nature of the underlying topic model, and thus does not fully test the utility of the author representations yielded by the model-these are better tested by the next approach.
to dimensionality reduction methods, probabilistic methods utilize the underlying model's definitions directly to estimate the probability that a given author wrote a given test text.