TASK DEFINITION: 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.
PROBLEM: Poorly Written and Inaccurate . A disappointing rehash of early works on the 1781 Siege of Yorktown. Half the book deals with the southern campaign of the American Revolution. The portion of the book dealing with Yorktown strays greatly from the chronological happenings of the siege. For example, the author starts detailing the story of the assaults on redoubts 9 and 10, which occurred on the night of October 14th. Before completing the account of the assaults, he jumps to the sortie by the British on the night of October 16th and then after several paragraphs goes back to the assaul on the redoubts. A better choice for those wanting to read about the siege is Henry P. Johnston's book on the Yorktown Campaign

SOLUTION: NEG

PROBLEM: Yum . This wonderful book is not just full of recipes, but full of memories. Any cook book can list ingredients and directions, but not all of them also contain stories about the recipes. Mrs. Small's Crab Cakes are delicious and I don't blame Dorothy Small for keeping it to herself until the very end. Thank you, Lari Robling and Mark Thomas

SOLUTION: POS

PROBLEM: A book which will change the way you think . It's not a book based on plot or persuasion; merely a book which presents incredible feelings and ideas in a fantastic way. Often we have all wondered about the true nature of simply BEING. Often we feel as though the world passes us by, or hunts us, or seeks to confuse us. Pessoa simply puts these feelings into beautifully flowing prose. Complex ideas and feelings are written of so skillfully that I feel as if we had been the same person. This book is well worth reading

SOLUTION:
POS