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: Total Gym 6-8 Minute Workout DVD. Sports & Outdoors. Sports & Fitness. Total Gym.
2nd: Total Gym Exercise Chart. Sports & Outdoors. Sports & Fitness. Total Gym.
3rd: Storm Women's 2mm Shorty Snorkel/Scuba/Water Sports Wetsuit. Sports & Outdoors. Outdoor Recreation. Storm Accessories.

Options:
A: Pure Beeswax Tea Light Candles (12 pieces, Standard size, 3-4 hour Burn Time), Natural color. Home & Kitchen. Home Dcor. Santa Fe Beeswax Candles.
B: Copco 24-Ounce Big Joe Thermal Travel Mug (Set of 2). Home & Kitchen. Kitchen & Dining. Copco.
C: Logitech Webcam C250. Electronics. Computers & Accessories. Logitech.
D: S40 40cm 0.4M Handheld Stabilizer, EC™ Camera Stabilizer Steadicam for Camcorder Video DV DSLR Camera (Black). Electronics. Camera & Photo. Elegant Choise.
E: Ann Clark Tree Cookie Cutter - 5 Inches - Tin Plated Steel. Home & Kitchen. Kitchen & Dining. Ann Clark Cookie Cutters.
F: 2-in-1 Premium Silicone Swim Cap - Reversible - Wear It On Both Sides - Wrinkle-Free Swimming Cap for Men and Women - Best for Short...
G: Cherry Blossom Petals (Receive 200 Petals Per Order). Home & Kitchen. Home Dcor. Fun Express.
H: Logitech Performance MX Wireless Mouse (DISCONTINUED and Replaced by MX Master 2S). Electronics. Computers & Accessories. Logitech.
I: Karin Maki Zebra Complete Bedding Set, Full, Lavender. Home & Kitchen. Bedding. Karin Maki.
J: Alternative Imagination 5"+ Hand Selected Premium Abalone Shell with 6" Wooden Cobra Stand. Home & Kitchen. Home Dcor. Alternative Imagination.
K: Coleman Pack-Away Camping Cot. Sports & Outdoors. Outdoor Recreation. Coleman.
L: Heritage Lace Going Batty 44-Inch Round Table Topper, Black. Home & Kitchen. Kitchen & Dining. Heritage Lace.
M: 1 X 9.5" Stainless Steel 4-Sided Kitchen Box Grater. Home & Kitchen. Kitchen & Dining. Kitchen Grater.
N: Happu-store(TM) FASHION Pillow Case Cushion Cover Plaid Pillowcase. Home & Kitchen. Bedding.
O: GREEN mCover Leather Folio Cover Case with built-in inner pocket for 6" Amazon Kindle Touch & Kindle Paperwhite, with FREE Stylus. Electronics. eBook Readers &...
P: BXQINLENX 600L/H 19W DC12V CPU Cooling Heat Exchanger Water Pump Tank 255 ml CO2 Cooler. Electronics. Computers & Accessories. BXQINLENX.
Q: NFL Football Vista Camo Beer Can Kaddy Collapsible Holder 2-Pack - Pick Team!. Sports & Outdoors. Fan Shop. Kolder.
R: Trendex Home Designs Domino 60-Inch Round Tablecloth, Burgundy. Home & Kitchen. Kitchen & Dining. Trendex Home Designs.
S: Optimus F-1237 12-Inch Oscillating 3-Speed Table Fan, White. Home & Kitchen. Heating, Cooling & Air Quality. Optimus.
T: PlexDisc 632-210 16x 4.7GB White Inkjet Hub Printable DVD-R 50 Disc Spindle. Electronics. Accessories & Supplies. PlexDisc.
Answer: F