K Nearest Neighbor Algorithm Problem

K London Men Brown Textured Leather Two Fold Wallet K London Unisex Tan Textured Messenger Bag K London Unisex Black Messenger Bag K London Unisex Brown Messenger Bag K London Unisex Brown Messenger Bag K London Women Brown Textured Leather Two Fold Wallet K London Unisex Brown Textured Messenger Bag K London Women Brown & Multicoloured Striped Leather Two Fold Wallet K London Unisex Black Laptop Bag K London Unisex Brown Laptop Bag