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: These filters do not work like the Brita filters. The water only filters through the top of this filter so when the water level in the upper part of the pitcher gets just below the top of the filter, it stops. This leaves water in the upper section that makes it difficult to pour without pouring unfiltered water. The Brita filters filter all of the water in the upper section of the pitcher. I do not recommend these filters and will not be buying these again. Now I have 5 filters that I don't really want...

home improvement