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: Black & Decker SDC850 SpaceMaker 8-Cup Coffeemaker with Thermal Carafe. Home & Kitchen. Kitchen & Dining. Black & Decker.
2nd: Chantal 5-inch Classic Individual Pie Dishes, White, Set of 4. Home & Kitchen. Kitchen & Dining. Chantal.
3rd: eLuxurySupply 4-Piece Bamboo Sheet Set - Ultra Soft 100% Rayon From Bamboo, Full, Gold. Home & Kitchen. Bedding. eLuxurySupply.
4th: Zenker Stainless Steel Layer Cake Slicing Kit with 12" Serrated Knife, 3-Piece. Home & Kitchen. Kitchen & Dining. Zenker.
5th: Ballcap Buddy Cap Washer - hat washer - Baseball Hat Cleaner The Original Baseball Cap Cleaning Hat Rack-Now endorsed by SHARK TANK - Made in...
6th: Loftus Magic Trick Relighting Birthday Candles (10 Piece). Home & Kitchen. Home Dcor. Loftus.
7th: EZ-DUZ-IT Deluxe Can Opener with Black Grips. Home & Kitchen. Kitchen & Dining. EZ-DUZ-IT.

Options:
A: ThinkPad Tablet 2 Bluetooth Keyboard with Stand - US English. Electronics. Computers & Accessories. Lenovo.
B: Zengi 2 Point Rifle Sling. Sports & Outdoors. Sports & Fitness. Zengi.
C: John Louis Home JLH-738 Pull Out Valet Rod, 16-Inch. Home & Kitchen. Storage & Organization. John Louis Home.
D: CaseCrown Bold Standby Case (Brown) for iPad 4th Generation with Retina Display, iPad 3 & iPad 2 (Built-in magnet for sleep / wake feature). Electronics...
E: InterDesign Forma Shower Hooks, Brushed Steel, Set of 12. Home & Kitchen. Bath. InterDesign.
F: Trends International Wall Poster Harry Potter Quidditch, 22.375 x 34. Home & Kitchen. Wall Art. Trends International.
G: thinksound rain2 Wooden In-Ear Headphone (Gunmetal Chocolate). Electronics. Headphones. thinksound.
H: Muscle Composition Best Grip On The Market. Gym Gloves Alternative Gym Grip Pads. for Workout, Cross Fitness, Weight Lifting, Powerlifting. Sports & Outdoors. Sports &...
I: Rimobul Asian Kitchen Stainless Steel Folding Hot Dish Plate Clip Plate Retriever Tongs. Home & Kitchen. Kitchen & Dining. Rimobul.
J: Wilton Round Cake Pan, Even-Heating for Great Baking Results, Aluminum, 12 x 3-Inches. Home & Kitchen. Kitchen & Dining. Wilton.
K: New Trent NT55T Twin Pack: Limir -Pen/Stylus (2 pcs), Capacitive for iPhone 5/4S/4, iPod Touch, New iPad (3rd and 4th gen) with Retina display /...
L: Lenovo H50 Desktop (Intel Core i7, 8 GB RAM, 1 TB HDD, NVIDIA GeForce GTX 745). Electronics. Computers & Accessories. Lenovo.
M: Midwest-CBK S'Mores Book Lovers Book Nerd Christmas/Everyday Ornament Decoration. Home & Kitchen. Home Dcor. Midwest-CBK.
N: Ideapro 16 in 1 Multi-Function Bike Bicycle Cycling Mechanic Repair Tool Kit Steel Portable Folded. Sports & Outdoors. Outdoor Recreation. ideapro.
O: LotFancy 2.5 Inch /9.5mm SATA 2ND HDD HARD DISK DRIVE Caddy/Adapter. Electronics. Computers & Accessories. LotFancy.
P: Espresso Supply 2-Ounce Shot Glass. Home & Kitchen. Kitchen & Dining. Espresso Supply.
Q: Motivational Bottle 30oz Fitness Workout Sports Water Bottle with Unique Timeline | Measurements | Goal Marked Times for Measuring Your Daily Water Intake, BPA Free...
R: ShhhMouse Wireless Silent Noiseless Clickless Mobile Optical Mouse with USB Receiver and Batteries Included, Portable and Compact, for Notebook, PC, Laptop, Chromebook, Computer, MacBook –...
S: Inteset HDMI IR Extender for Connecting One A/V Device to a Display Over existing HDMI Cable. Electronics. Accessories & Supplies. Inteset.
T: Stinger 2 Blade Arrow Broadhead (Pack of 3), 150-Grain. Sports & Outdoors. Sports & Fitness. Stinger.
Answer: J