Definition: In this task, you're given a review from Amazon and your task is to generate the name of the category of the product based on the review given by the user. The categories are: kitchen, office product, watch, wireless, other, toy, digital video download, camera, jewelry, pet products, sports, industrial supplies, baby product, grocery, drugstore, home improvement, pc, shoes, automotive, digital ebook purchase, musical instruments, beauty, book, electronics, lawn and garden, apparel, home, video games, luggage, furniture, personal care appliances.
Input: Don't buy this vacuum. 1. The dust canister is extremely small and needs to be emptied constantly. 2. It is incredibly hard to get to the dust canister. You are essentially taking the whole vacuum apart every time you need to get to it. 3. It has started making a VERY high pitched "SCREAM" every time in use, even after taking the thing apart and going through every bit with a fine toothed comb, cleaning the filter letting it dry, cleaning it again. Reading over the reviews, this sounds like a common problem.

home