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: Camelbak Products Chute Water Bottle, Marine Blue, 1-Liter. Sports & Outdoors. Sports & Fitness. CamelBak.
2nd: Exofficio Women's Go-To Ruffle Sleeveless Top. Sports & Outdoors. Outdoor Recreation. ExOfficio.
3rd: Headsweats Supervisor Sun Visor. Sports & Outdoors. Sports & Fitness. Headsweats.

Options:
A: RadioShack CTR-121 Desktop Cassette Recorder. Electronics. Portable Audio & Video. RadioShack.
B: Kingston Digital 16GB Data Traveler 3.0 USB Flash Drive - Blue (DTIG4/16GB ). Electronics. Computers & Accessories. Kingston.
C: SVAT ISC200 Outdoor Imitation Security Camera with Blinking LED. Electronics. Camera & Photo. SVAT.
D: Iseason Headphones In-Ear Wired Earphones Earbuds with Microphone for iPhones, iPods and iPads, Android Devices, Tablet,Mp3 players, CD Players and More,Black. Electronics. Headphones. Iseason.
E: SuperStone Sicilian Pizza Maker. Home & Kitchen. Kitchen & Dining. Sassafras.
F: Best Sports Water Bottle - 18oz Small - Eco Friendly & BPA-Free Plastic - For Running, Gym, Yoga, Outdoors and Camping - Fast Water Flow,...
G: Yakpads Cushioned Seat Pad, Gel Seat Pad for Kayaks, Portable Seat Cushion for Outdoor Watersports and Recreation - Cascade Creek. Sports & Outdoors. Outdoor Recreation...
H: Neewer Rechargeable DC 3.7V Replacement Li-ion BP-70A Battery Pack for Samsung. Electronics. Camera & Photo. Neewer.
I: Matias Secure Pro Keyboard. Electronics. Computers & Accessories. Matias.
J: Edimax Dual-Band AC1200 Router/Extender/AP, 3-in-1 Smart Device, Provides iQ-Setup for Easy Installation via Smartphone/Tablet (BR-6478AC). Electronics. Computers & Accessories. Edimax.
K: Silk Green Persian Qum Design Hallway Runner 2x8 Rugs 2x7 Narrow Runners Olive Green Rugs Hallways Kitchen Rug (2'x8' Hallway Runner). Home & Kitchen. Home...
L: Norpro Muffin Rings, Set of 4. Home & Kitchen. Kitchen & Dining. Norpro.
M: Waterwood Hard Disk Drive SATA 22Pin to eSATA Data + USB Powered Cable 20CM. Electronics. Computers & Accessories. Waterwood.
N: Sunon MagLev KDE1204PKV3.MS.AR.GN 40x20mm 3pin Low-speed 5200RPM 6.3CFM. Electronics. Computers & Accessories. Sunon.
O: Charles Viancin Cherry Blossom Lid - Med/Small 8". Home & Kitchen. Kitchen & Dining. Charles Viancin.
P: Se7enline New 2018 MacBook Air 13 Inch Case Smooth Matte Frosted Plastic Hard Shell Case Cover & Keyboard Cover for MacBook Air 13-Inch with Retina...
Q: Replacement Laptop Battery for Toshiba Satellite L305 Series, L305-S5865, L305-S5869, L305-S5875. Electronics. Computers & Accessories. Smart Power.
R: Boston Warehouse Frozen Friends Ice Cream Scoop, Penguin Design. Home & Kitchen. Kitchen & Dining. Boston Warehouse.
S: Chalko Gel Pens Set with 10 PDF Downloads and 20 Kindle EBook (Pack of 48). Home & Kitchen. Bedding. chalko.
T: Loveseat Cover Color: Red. Home & Kitchen. Home Dcor. Innovative Textile Solutions.
Answer: F