The induced sentiment lexicon on its own could be applied directly in a lexicon-based method for sentiment classification of documents, and a reasonably good performance could be achieved as we will show later in Table 4.
most of the time, lexicon-based sentiment classifiers are not as effective as learning-based sentiment classifiers.