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: When we first installed it it worked fine. When it was time for the replacement filter we had to unscrew the top and then screw it back on.....simple enough right? Now it sprays from the sides. I even tried putting an extra band on top to seal it and also used plumbers tape and it still sucks. I would not recommend this unless you have time to try and fix it all day. The poorly designed plastic piece at the top does not seal the water in.

home improvement