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: Marine Mills, Inc. Caddy Shift Club CAR Golf Cart Shifter, Forward-Reverse Shift Lever, Handle, Knob. Sports & Outdoors. Sports & Fitness. Marine Mills, Inc.
2nd: Mace Brand Self Defense Police Strength Pepper Spray Gun with Strobe LED. Sports & Outdoors. Sports & Fitness. Mace.
3rd: Marshall-Browning International Corp. Robic SC-512 Handheld Countdown Timer. Sports & Outdoors. Sports & Fitness. Robic.
4th: BV Bicycle Light Set Super Bright 5 LED Headlight, 3 LED Taillight, Quick-Release. Sports & Outdoors. Outdoor Recreation. BV.
5th: Planet Bike Eco bike rack. Sports & Outdoors. Outdoor Recreation. Planet Bike.
6th: AquaJogger Belt. Sports & Outdoors. Sports & Fitness. AquaJogger.
7th: Avid 20R Brake Pad Set. Sports & Outdoors. Outdoor Recreation. Avid.
8th: 3 Pk, Boric Acid Roach & Ant Killer - 5 oz each. Sports & Outdoors. Outdoor Recreation. selfhelppestcontrolonline.

Options:
A: EACHSHOT 120cm/47in Octagon Umbrella Softbox with Bowens Mount Speedring for Speedlite Photo Strobe Studio. Electronics. Camera & Photo. EACHSHOT.
B: iRiver H10 20 GB MP3 Player/Recorder Red. Electronics. Portable Audio & Video. iRiver.
C: Kyocera Advanced Flexible Cutting Mat, 14.5-inch by 9.8-inch by 0.1-inch, Orange. Home & Kitchen. Kitchen & Dining. Kyocera.
D: iBenzer Basic Soft-Touch Series Plastic Hard Case, Keyboard Cover, Screen Protector for Apple Macbook Air 11-inch 11" A1370/1465, Pink. Electronics. Computers & Accessories. iBenzer.
E: Infinity Jars 15 Ml (.5 fl oz) Pocket Size Black Ultraviolet Glass Screwtop Jar (1). Home & Kitchen. Kitchen & Dining. Infinity Jars.
F: Chilewich Bamboo Placemats (set of 4) - Mandarin Orange. Home & Kitchen. Kitchen & Dining. Chilewich.
G: Musicbox Kingdom Grandfather Clock with Well Known Melody is Played Decorative Item. Home & Kitchen. Home Dcor. Musicbox Kingdom.
H: Black Moroccan Trellis 2'0x3'0 Area Rug Carpet Black and White Entrance Rug Washable Rugs for Bedroom, 2x3 Rugs. Home & Kitchen. Home Dcor. AS Quality...
I: Bullet Weight Worm Weights. Sports & Outdoors. Sports & Fitness. Bullet Weight.
J: Neewer High Definition Professional Flexible Hands Free Clip On Mini Mic Microphone for GoPro Hero 3 3+ 4. Electronics. Camera & Photo. Neewer.
K: Neet ND-1 Diamond Line Armguard H & L Red. Sports & Outdoors. Sports & Fitness. Neet.
L: Our Name Is Mud by Lorrie Veasey Mommy's Sippy Cup Goblet, 7-1/4-Inch. Home & Kitchen. Kitchen & Dining. Enesco.
M: Lenovo 135W Slim Tip AC Adapter ( 4x20e50558, Retail Packaged Lenovo Originals ). Electronics. Computers & Accessories. Lenovo.
N: Thermaltake Power Supply Tester Dr. Po. Electronics. Computers & Accessories. Thermaltake.
O: Samsung LN46A550 LCD TV, Complete Repair Kit v1, 8 Capacitors and Soldering Accessories (Soldering Iron and Stand, Solder Sucker, Solder and De-solder Wick). Electronics. Accessories...
P: 14.5 mm Air Filled Survival Button Compasses - Set of 5. Sports & Outdoors. Outdoor Recreation. Private Label.
Q: Belkin Hi-Speed 4-Port USB 2.0 Hub. Electronics. Computers & Accessories. Belkin.
R: De'Longhi ECP3220 Espresso Cappuccino Maker Manual Frother 37 oz. Capacity by DeLonghi. Home & Kitchen. Kitchen & Dining. DeLonghi.
S: YYST 4-pc Elastic Adjustable Women's Boot Straps Pant Clips Straps Adjustable Stirrups & Leg Straps.  YYST.
T: Fiber Optic Collectible Easter Egg Decoration. Home & Kitchen. Home Dcor.
Answer: S