It can be observed that when only the Twitter data is used, better BLEU, METEOR and TER scores are obtained without using the sentiment classification ("Sent_Clas") approach ('Twitter (Baseline)').
the sentiment preservation score ("Sent_Pres") is higher when using the sentiment classification (72.66%) method whereas switching it off causes the score to be reduced to 66.66%.