TASK DEFINITION: In this task, you are given product reviews about dvds. The goal is to classify the review as "POS" if the overall sentiment of the review is positive(the reviewer is satisfied) or as "NEG" if the overall sentiment of the review is negative(the reviewer is not satisfied).
PROBLEM: Love is All . I have just finished watching Lorenzo's Oil for the first time and I have never seen acting like this. Susan Sarandon and Nicke Nolte should have won oscars for their performances. It is the most intense, inspiring movie you could ever hope to come across. The epitome of what love between father, mother and child can encompass. Do yourself a favor and watch this movie.

SOLUTION: POS

PROBLEM: bleh . The movie itself is a snoozer. There's a good amount of physical comedy, but the story just went nowhere. However, the running commentary is hilarious! When the commentary is funnier than the movie, you know the movie is pretty bad

SOLUTION: NEG

PROBLEM: Terrific Series . From BBC,another terrific series. As good as Prime Suspect, it's about the on-going core characters - all with their own psychological quirks, strengths and weaknesses as well as the crimes they need to solve. Great acting, writing. Suspenseful. Now waiting for series 3, 1 & 2 are definately keepers

SOLUTION:
POS