Instruction: The user's purchase history implies her preferences. Rank the items in the options based on the user's preferences. Output the item that the user is most likely to purchase next from the options.

Input:
1st: Ceramic Knife Chef’s Knife White Blade Black Handle 3" 4" 5" 6" Inch for Choice (3" (18.1cm Length)). Home & Kitchen. Kitchen & Dining. SOMEN...
2nd: Prepac Black Wall Mounted Desk Hutch. Home & Kitchen. Furniture. Prepac.
3rd: Lang Furniture Madison 4-Drawer Desk with Pencil Tray, 20 by 45 by 31-Inch, White. Home & Kitchen. Furniture. Lang Furniture.
4th: Danya B. XF11039W Laminated MDF Floating “U” Shaped Wall Decor Shelves (Set of 3) - White. Home & Kitchen. Home Dcor. Danya B.

Options:
A: Aperlite YH-400 Flash for Canon Nikon Digital SLR Camera, Supports Wireless S1 S2 Modes. Electronics. Camera & Photo. Aperlite.
B: BATTERY FOR WP3-12 Backup 12 Volt 3.4AH. Sports & Outdoors. Outdoor Recreation. SigmasTek.
C: Dream Factory Magical Princess Ultra Soft Microfiber Girls Comforter Set, Pink, Twin. Home & Kitchen. Bedding. dream FACTORY.
D: Culinaire Ollie Frozen Fruit Ice Cream/Frozen Yogurt and Dessert Maker - Black/Silver. Home & Kitchen. Kitchen & Dining. Culinaire.
E: Plush Padded Moon Saucer Chair in Red. Home & Kitchen. Furniture. Mainstay.
F: Gourmet Whiteware Collection, Latte Mug. Home & Kitchen. Kitchen & Dining. Fitz and Floyd.
G: Torso Head-750 lb. Capacity. Sports & Outdoors. Sports & Fitness. TDS.
H: Thermos FUNtainer 12 Ounce Bottle, #All About Me. Home & Kitchen. Kitchen & Dining. Thermos.
I: Plano 1404 Protector Series Four Pistol Case, X-Large, Black. Sports & Outdoors. Sports & Fitness. Plano.
J: Coffee Joulies, Set of 5. Home & Kitchen. Kitchen & Dining. Coffee Joulies.
K: Home Essentials 5016 Set of 4, 10 Oz Stemless Flute. Home & Kitchen. Kitchen & Dining. Home Essentials.
L: HEARTFEEL 12pcs 10 inch 8 inch Tissue Paper Pom-poms Cream Mint Peach Decor Outdoor Decoration Party Balls Wedding Xmas Decoration. Home & Kitchen. Event &...
M: MEMTEQ Universal 2.5mm Listen Only Covert Acoustic Tube Earpiece Headset Earphone for Two Way Ham Radio Speaker Mic Microphone, Single Pin. Electronics. Portable Audio &...
N: MSP Mix - Store - Pour Pitcher. Home & Kitchen. Kitchen & Dining. Dressler's.
O: Old Dutch International Tri-Ply Professional Covered Stockpot, 8-Quart, Copper. Home & Kitchen. Kitchen & Dining. Old Dutch.
P: Maxware 25-Ounce Stainless Steel Vacuum Flask, Hot Water Bottle, Tea Flask (750 Ml). Home & Kitchen. Kitchen & Dining.
Q: The Northwest Company NHL Unisex-Adult NHL Fade Away 50-inch by 60-inch Printed Fleece Throw. Sports & Outdoors. Fan Shop. The Northwest Company.
R: Nihao® Black Short Carbon Fiber Car Antenna 4.7 Inch for Toyota All Model. Electronics. Car & Vehicle Electronics. Nihao.
S: Soledi Artificial Peach Bouquet 10 Bunch Blossom Flower for Home Office Decor Pink. Home & Kitchen. Home Dcor. SOLEDI.
T: Emergency Mylar Thermal Blankets (Pack of 20). Sports & Outdoors. Outdoor Recreation. Ever Ready First Aid & Medical.
Answer: H