The effectiveness of the resulting algorithms depends greatly on the generated training data, more specifically on the different definitions of subjectivity used in resource creation.
we were able to show that at least one of these methods (based on the SL word list) resulted in a classifier that performed on a par with a supervised classifier that used dedicated training data developed for this task (CV).