TASK DEFINITION: In this task, you are given music 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.
PROBLEM: Not Bad....Not Bad At All! . Having left my Gothic Club mix CD at home, I decided to buy this one. What hooked me first was the live recording of "Bela Lugosi's Dead" by Bauhaus, which is classic Goth music. Some of the bands I liked, some I didn't, but all in all this is a great CD. My favorite is "Sheryl" on the second CD. This is a great CD for chilling, dancing, or showing the uneducated masses what Goth music really is

SOLUTION: POS

PROBLEM: When Christmas was fun! . I had this record when I was little so when I saw it out on cd I had to buy it for my kids.  We loved it this holiday season.  It took me way back in time and was just as much fun now as it was then.  All Christmas, every time we got in the car my kids wanted to hear it.  If you like Christmas, you will like this cd.

SOLUTION: POS

PROBLEM: Dream Theater couldn't get any better, but did they have to get worse? . I'm a huge fan of Dream Theater, owning all their studio albums, and some singles. I loved SFAM, I&W, SDOIT, and Awake. After their peak at SFAM, I didn't expect them to release anything better. But I didn't expect them to release anything that was too bad.    They did.    Octavarium, flat out, isn't Dream Theater. No guitar or drum solos, not flourishes, no pretenstious and self-indulgent metal peices. Buy this if you like U2 or Coldplay, don't buy it if you like Dream Theater.

SOLUTION:
NEG