After constructing the classifiers for each product category, we used the resulting classification models in the remaining, unseen reviews. Instead of classifying each review as subjective or objective, we instead classified each sentence in each review as either “objective” or subjective,” keeping the probability being subjective Pr subj(s) for each sentence s. Hence, for each review, we have a “subjectivity” score for each of the sentences