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: Sony 18-55mm f/3.5-5.6 SAM DT Standard Zoom Lens for Sony Alpha Digital SLR Cameras (Discontinued by Manufacturer). Electronics. Camera & Photo. Sony.
2nd: TDK 4.7GB 16x DVD-R 100-Pack Spindle (Discontinued by Manufacturer). Electronics. Accessories & Supplies. TDK.
3rd: AmazonBasics Medium DSLR Gadget Bag (Orange interior). Electronics. Camera & Photo. AmazonBasics.
4th: Vivitar NP-FM500H. Electronics. Camera & Photo. Celltime Inc.

Options:
A: MTI Adventurewear Women's Moxie PFD Life Jacket with Adjust-A-Bust System. Sports & Outdoors. Sports & Fitness. MTI Adventurewear.
B: Set of 3 Elegant Tuscan Ornate Lids Crackled Glass Jars Decor. Home & Kitchen. Home Dcor. KNL Store.
C: Harold Import Company 3233 Ateco Pastry Wheel. Home & Kitchen. Kitchen & Dining. Harold Import Company.
D: ExOfficio Women's Nomad Roll-Up Pant. Sports & Outdoors. Outdoor Recreation. ExOfficio.
E: 61605580 Monopol Lever Satin Finished Corkscrew And Wine Opener In Gift Box With Cork Remover, Silver. Home & Kitchen. Kitchen & Dining. Monopol.
F: Sony SLTA58 20.1MP Digital SLR Camera with 2.7-Inch LCD Screen (Black Body Only). Electronics. Camera & Photo. Sony.
G: Kingston ValueRAM 1GB 400MHz DDR2 Non-ECC CL3 SODIMM Notebook Memory. Electronics. Computers & Accessories. Kingston.
H: Wireless Bluetooth Neckband Headset by Chirotronix - Free BONUS Velvet Bag - Hands Free Stereo w/Mic - Comfortable Earbuds - Great 4 Gym, Running, Biking,...
I: Yamaha YST-SW215PN 8" Powered Subwoofer Piano Black. Electronics. Home Audio. Yamaha Audio.
J: Connoisseur U-Channel Poster Frame - 18 x 24 inches - Black. Home & Kitchen. Wall Art. Connoisseur.
K: Dishwasher Magnet CLEAN DIRTY Indicator Sign w/Non-Scratch Magnetic Backing Saves Your Sanity | Dish Cleaning Aid Ensures You Never Mix Clean & Dirty Dishes Again...
L: ARRIS / Motorola SURFboard SB5101U DOCSIS 2.0 Cable Modem. Electronics. Computers & Accessories. Motorola.
M: Fintie Folio Case for Fire HD 10 (Previous Generation - 5th) - Slim Fit Premium Vegan Leather Stand Cover with Auto Wake/Sleep for Amazon Fire...
N: TRUGLO Tritium Handgun Glow-in-the-Dark Night Sights for Ruger Pistols. Sports & Outdoors. Sports & Fitness. TRUGLO.
O: Blooming Flowers Poppy Poppies Art Prints Floral Decor Bouquet Garden Branches Carnation Clover Blossom Sprout Buds Floral Curtains Bathroom Fabric Black Red and White Shower...
P: Star Wars: Episode IV, V & VI - Movie 24x36 Poster. Home & Kitchen. Wall Art. Posterstoponline.
Q: SquareTrade 2-Year GPS Accidental Protection Plan ($50-74.99). Electronics. Electronics Warranties. SquareTrade.
R: MountainStone Rose Circle Absorbent Stone Coasters - 8 Pack. Home & Kitchen. Kitchen & Dining. MountainStone.
S: Fruit/Vegetable Forks - Hand Forged Stainless Steel Escargot Cocktail Forks, Bistro Style Forks Great Oyster Forks, Mussel Forks, Tasting Forks,Mussel Forks,Dessert Cake Forks, 10 Piece...
T: iFrogz IPADU-SUM-WHT Summit Universal Cover for iPad 3 - Black with White. Electronics. Computers & Accessories. iFrogz.
Answer: F