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: Traditional Area Rug, Supreme Beige 12'6"x15'. Home & Kitchen. Home Dcor. Spectrumrug.
2nd: Hamilton Beach 25331 Super Sear 100-Square-Inch Nonstick Indoor Searing Grill. Home & Kitchen. Kitchen & Dining. Hamilton Beach.

Options:
A: JEF World of Golf Tee (Pack of 100), 2 3/4-Inch, Fluorescent. Sports & Outdoors. Sports & Fitness. JEF WORLD OF GOLF.
B: Set of 4 - 16 ounce White Bistro Mugs. Home & Kitchen. Kitchen & Dining. Cups and Glasses.
C: Coaster Home Furnishings Tatiana Square Mirror Warm Brown. Home & Kitchen. Home Dcor. Coaster Home Furnishings.
D: Microsoft Wireless Mobile Mouse 3500 - Storm Gray Metallic. Electronics. Computers & Accessories. Microsoft.
E: Set of 6: REAL Glass - Ultra Break-Resistant: 20 oz. Haworth Mug: HercuGlass-Treated to survive abuse that shatters other glassware. Home & Kitchen. Kitchen &...
F: Bissell Pet Hair Eraser, Refined Bronze/Magenta, 94V5A. Home & Kitchen. Vacuums & Floor Care. Bissell.
G: Delta Stableloader 2-Bike Truck Bed Mount Rack. Sports & Outdoors. Outdoor Recreation. Delta Cycle.
H: SE FL26RY25 5-LED Red Safety Flasher with Bicycle Attachment and Arm Strap. Sports & Outdoors. Outdoor Recreation. SE.
I: Corningware French White 6 piece Pop-In Mug Multi Color: Includes (1) fluted Sprout mug with lid, (1) fluted Pool mug with lid, (1) fluted Vermilion...
J: Aurum High Speed Hdmi Cable with Ethernet 2 Pack (6 FT) - Category 2 Certified - Supports 3D & ARC - Full HD - 6...
K: 6 Shiny Black ® Fiberglass Target Practice Arrows 30". Sports & Outdoors. Sports & Fitness. Shiny Black .
L: Kimber MFG., Inc. PepperBlaster II (Gray). Sports & Outdoors. Sports & Fitness. Kimber MFG., Inc.
M: Fox River Heavyweight Steel-Toe Crew Cut Socks (2 Pack). Sports & Outdoors. Outdoor Recreation. Fox River.
N: Marantz CD5005 CD Player. Electronics. Home Audio. Marantz.
O: Linksys RE1000 Wireless-N Range Extender. Electronics. Computers & Accessories. Linksys.
P: MLB Krazy Kover. Sports & Outdoors. Fan Shop. Kolder Licensed Inc.
Q: 18"d x 18"w Chrome Wire Shelving with 2 Shelves. Home & Kitchen. Storage & Organization. Shelving Inc.
R: Cookie Sheet & Baking Sheet Liner-Large Silicone Baking Mat-Replace Parchment Paper. Home & Kitchen. Kitchen & Dining. Perfection Baking Mats.
S: Sony BRAVIA DAV-HDX265 Home Theater System (Discontinued by Manufacturer). Electronics. Television & Video. Sony.
T: Yamaha YHT-4920UBL 5.1-Channel Home Theater in a Box System with Bluetooth. Electronics. Television & Video. Yamaha Audio.
Answer: F