In this task, you are given books product reviews in English language. The goal is to classify the review as "POS" if the overall sentiment of the review is positive or as "NEG" if the overall sentiment of the review is negative.

AUTHOR NEEDS TO DO RESEARCH . CYNTHIA BASS HAD THE ELEMENTS AND THE RIGHT CHARACTERS FOR WHAT COULD HAVE BEEN A SWEEPING EPIC. AT BEST IT WAS A FAST READ. NOT MUCH TAKES PLACE ABOARD TITANIC, SINCE SUMNER SPENDS MOST OF HIS TIME IN HIS ROOM, NOT  INTERACTING WITH THE INTERESTING CHARACTERS. WHICH MAKES A READER CARE VERY  LITTLE ABOUT THEM. AND THE SINKING MAY AS WELL HAVE BEEN ABOUT ANOTHER  SHIPWRECK. SHE CERTAINLY DID NOT DESCRIBE THE SINKING OF THE TITANIC
NEG

REMEMBER, IT'S A DIARY!!!! . Some of the reviews listed criticize this book for it's "opinions," "harsh jugdements," etc. This was written as a private journal, and not to betaken as an indepth, researched, polished project. Just let him speak!
POS

Best engineering text on statistics . The third edition has been improved but has the same practical feel as earlier editions.  Real data is used for most examples and having the "entire book" on a CDROM including the data sets, solution manual and supplimental material puts this text "over the top" in terms of usefulness.  It is an excellent reference for the practical engineer who uses statistics only occasionally.    I use this in industry and teach internal (to the company) courses using this text.  The CDROM really makes it the text of choice

POS