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: BigMouth Inc Inflatable Buffet and Salad Bar, White, Holds Drinks, Snacks and More. Home & Kitchen. Kitchen & Dining. BW Brands.
2nd: Think Crucial 3 Replacements for Roomba iRobot Discovery Filters, Compatible With Part # 4910. Home & Kitchen. Vacuums & Floor Care. Crucial Vacuum.
3rd: Mr. Coffee Cocomotion Hot Chocolate Maker. Home & Kitchen. Kitchen & Dining. Mr. Coffee.
4th: Tervis Travel Lid, 16 oz, Black. Home & Kitchen. Kitchen & Dining. Tervis.

Options:
A: Royal Albert 40001836 Blessings, Joy, Gratitude and Devotion Tidbit Plates Designed by Miranda Kerr, 3.9-Inch, Set of 4. Home & Kitchen. Kitchen & Dining. Royal...
B: Winco White 100 Percent Cotton Bar Towel, 16 x 19 inch - 12 per case. Home & Kitchen. Kitchen & Dining. Winco.
C: FlyingColors Chef Ceramic Knife Set, High Quailty Very Sharp, 6" Chef Knife, 5" Slicing Knife & 4" Paring Knife, Black Blade with Gift Box, 3...
D: OXO Good Grips 1-Cup Angled Measuring Cup. Home & Kitchen. Kitchen & Dining. OXO.
E: Eridge Slim Digital LCD Alarm Clock Travel Clocks Battery Operated for Home Office-Black (Large Display, Soft Backlight, Temperature & Snooze Function). Home & Kitchen. Home...
F: Mario Kart - Nintendo Gaming Poster (Size: 24" x 36"). Home & Kitchen. Wall Art. Posterstoponline.
G: Kujian Colorful Apple logo Creative Decorative Decal Sticker for Apple Mac Macbook Air Pro Laptop Stickers. Electronics. Computers & Accessories. Kujian.
H: SODIAL(R) Chair Table Legs 25mm Diameter Plastic Cap Round Ribbed Tube Insert 10 Pcs. Home & Kitchen. Furniture. SODIAL(R).
I: New 2014 version NITECORE i2 Intellicharger smart battery Charger with Eleccessory(TM) Car Charger For Li-ion / IMR / Ni-MH/ Ni-Cd 26650 22650 18650 18490 18350...
J: Homeself Hard Shell Carrying Case, Electronic Accessories Organizers for U Disk, SD Card, USB Flash Drives, Power Banks and Hard Disk (Black). Electronics. Computers &...
K: VIAHART Surfminton Classic Beach Tennis Wooden Paddle Game Set (2 Balls, 2 Thick Water Resistant Wooden Rackets, 1 Reusable Mesh Bag). Sports & Outdoors. Sports...
L: Bits and Pieces - Enameled Metal Purple Butterfly Wall Decor -Wall Décor - Wonderful Dimensional Details. Home & Kitchen. Home Dcor. Bits and Pieces.
M: KingLinen 3 Piece Queen Microsuede Sherpa Comforter Set Dark Gray. Home & Kitchen. Bedding. KingLinen.
N: Bluecell Pack of 50 Light Blue color Organza Drawstring Gift Bag Pouch Wrap for Party/Game/Wedding (7x5") (Light Blue). Home & Kitchen. Event & Party Supplies...
O: Solarrific W4001 Solar Flip/Flop Dancing Flower. Home & Kitchen. Home Dcor. Solarrific.
P: VOKUL Mini Kick Scooter for Kids Aged 3 and Above, Kick Glider 3 Wheel LED Light with Adjustable Height for Childhood Fun - Excellent Stable...
Q: Pfaltzgraff Trellis White 16-Piece Stoneware Dinnerware Set, Service for 4. Home & Kitchen. Kitchen & Dining. Pfaltzgraff.
R: Frigidaire FRA054XT7 5,000 BTU Window-Mounted Mini Room Air Conditioner. Home & Kitchen. Heating, Cooling & Air Quality. Frigidaire.
S: Gardener's Supply Company Steel Copper Finish Fireplace Ash Bucket With Floor Protection Stand. Home & Kitchen. Heating, Cooling & Air Quality. Gardener's Supply Company.
T: OPEK SWR-3 CB / HAM RADIO SWR METER / SWR / POWER / FIELD STRENGTH 1.7 - 150 MHz WITH 3` FOOT JUMPER. Electronics. Portable...
Answer: D