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: 3-Way Weatherproof Outdoor Speaker Set - 3.5 Inch 200W Pair of Marine Grade Mount Speakers - in a Heavy Duty ABS Enclosure Grill - Home,...
2nd: Garmin Forerunner 10 GPS Watch (Green/White). Electronics. GPS, Finders & Accessories. Garmin.
3rd: Pyle Marine Receiver Speaker Kit - 2-Channel Amplifier w/ 6.5” Speakers (2) Waterproof Poly Bag 3.5mm Jack RCA Adaptor for MP3/iPod & Volume Gain Remote...

Options:
A: Siskiyou NCAA Clip Magnet.  Siskiyou.
B: Flash Furniture HERCULES Series Big & Tall 400 lb. Rated Black Leather Executive Swivel Chair with Adjustable Arms. Home & Kitchen. Furniture. Flash Furniture.
C: Technivorm Moccamaster 53054 9-Holes Coffee Outlet Arm, One Size, Silver. Home & Kitchen. Kitchen & Dining. Technivorm Moccamaster.
D: Malden Hudson Black Scratch Picture Frame 8x10. Home & Kitchen. Home Dcor. Malden.
E: Inspired Capital L Memory Foam Pillow For Side and Back Sleepers. Home & Kitchen. Bedding. Inspired Capital L.
F: SigTac Retention CZ75B Roto Paddle Holster with Mag Pouch, Black, Right, 9mm. Sports & Outdoors. Sports & Fitness. SigTac.
G: Washable 120mm Deluxe PC Fan Filter (4 Mounting Screws Included). Electronics. Computers & Accessories. Koolertek.
H: HiLetgo HC-06 RS232 4 Pin Wireless Bluetooth Serial RF Transceiver Support Module Slave and Master Mode for Arduino. Electronics. Computers & Accessories. HiLetgo.
I: Schrade SCH304 8.5in High Carbon S.S. Folding Knife with 3.7in Drop Point Blade and Titanium Coated S.S. Handle for Outdoor Survival, Tactical and EDC. Sports...
J: Linksys AC2600 4 x 4 MU-MIMO Dual-Band Gigabit Router with USB 3.0 and eSATA (EA8500). Electronics. Computers & Accessories. Linksys.
K: Simple Workings POUR OVER COFFEE CONE DRIPPER Paperless with Cup Stand, BONUS Cleaning Brush, Stainless Steel, Rich Flavor, Taste the Difference, Take Anywhere. Home &...
L: 16 Piece Pure White High-Fire Porcelain Dinnerware Set, Floral Ridge. Home & Kitchen. Kitchen & Dining. Francois et Mimi.
M: Ion Tailgater Active IPA30A Heavy-Duty Wireless Bluetooth Sound System - Blue (Certified Refurbished). Electronics. Home Audio. ION Audio.
N: Ruffle 16 Piece Dinnerware Set. Home & Kitchen. Kitchen & Dining. A.C.K. Trading Co.
O: Sharkk Mouse Wired Ergonomic Vertical Mouse Optical Tracking Mouse with Adjustable DPI for Computer and Laptop. Electronics. Computers & Accessories. SHARKK.
P: Red Velvet Bow (4 Pack) 26" Long 10" Wide 10 Loop Holiday/Christmas Bow. Home & Kitchen. Seasonal Dcor. Good Old Values.
Q: Chic Home Torino Luxury Bedding Collection, Queen, Blue. Home & Kitchen. Bedding. Chic Home.
R: WTB Vigilante 2.3 Comp Tire. Sports & Outdoors. Outdoor Recreation. WTB.
S: ToppKitchen Food Grade Silicone/Nylon Cooking Spatula Digital Thermometer for Chocolate, Creams, Sauces, Jams and Syrups (Chocolate). Home & Kitchen. Kitchen & Dining. ToppKitchen.
T: Osti wire cheese slicer in stainless steel Deluxe version from OSTI Original. Home & Kitchen. Kitchen & Dining. Osti.
Answer: M