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: Aqua Quest Mariner Backpack - 100% Waterproof Lightweight Dry Bag - 10, 20 or 30 Liter - Black, Green, Yellow or Blue. Sports & Outdoors...
2nd: Deuter External Pockets. Sports & Outdoors. Outdoor Recreation. Deuter.
3rd: Columbia Men's Bahama II Long Sleeve Shirt.  Columbia.
4th: ChineOn MTB Cycling Bike Bicycle Silicone Band Flash Light Flashlight Phone Strap Tie Ribbon Mount Holder(Pack of 5) (Colorful). Sports & Outdoors. Outdoor Recreation. ChineOn.
5th: Park Tool Rescue Wrench - MT-1C. Sports & Outdoors. Outdoor Recreation. Park Tool.

Options:
A: Great Americans George Washington Bust - Founding Father Collection. Home & Kitchen. Home Dcor. Great Americans.
B: GTMax 2 X Universal Stylus Pens for HP TouchPad Tablet ; iPad/Itouch/Iphone/Touchscreen devices 2x Pens, 1 Silver 1 Black. Electronics. Computers & Accessories. GTMax.
C: Disney Marvel Avengers Superhero Childrens 3 Piece Dinnerware Set - Plate, Bowl, Mug. Home & Kitchen. Kitchen & Dining. Avengers.
D: Rockford Fosgate R2S-1X12 R2 Shallow Prime Single 12-Inch Subwoofer Enclosure. Electronics. Car & Vehicle Electronics. Rockford Fosgate.
E: Portland Design Works Owl Water Bottle Cage. Sports & Outdoors. Outdoor Recreation. Portland Design Works.
F: Audio Technica ATH-ON3W Portable Headphones with 30mm Drivers, Pink (Discontinued by Manufacturer). Electronics. Headphones. Audio-Technica.
G: H2H SPORT Unisex Compression Fit Cooling Arm Sleeves UV Protection -1 to 3 Pairs. Sports & Outdoors. Outdoor Recreation. H2H.
H: White 100FT CAT6 CAT 6 RJ45 PATCH ETHERNET NETWORK CABLE 100 'White. Electronics. Computers & Accessories. SF Cable.
I: Scentsy Thunderstorm Scent Bar 3.2 Oz Wax. Home & Kitchen. Home Dcor. Scentsy.
J: Lenox Angel of Light Pearl Angel. Home & Kitchen. Home Dcor. Lenox.
K: Utopia Bedding U-Shaped Memory Foam Travel Neck Pillow with Soft Terry Cloth Zipper Cover. Home & Kitchen. Bedding.
L: Home-X Keepsake Wine Cork Holder. Rustic Metal Birdcage 12". Home & Kitchen. Kitchen & Dining. Home-X.
M: 2016 Dell Inspiron 15.6-inch Premium Touchscreen Laptop PC, AMD Quad-Core A8-7410 Processor, 6GB RAM, 1TB HDD, DVD +/- RW, Radeon R5 Graphics, MaxxAudio, HDMI, Bluetooth,...
N: DELONGHI HHP1500 SPEC MICA PANEL HEATER/. Home & Kitchen. Heating, Cooling & Air Quality. DeLonghi.
O: CamelBak Podium Chill 21oz Insulated Water Bottle. Sports & Outdoors. Sports & Fitness. CamelBak.
P: UTG AK47 Steel Dovetail Side Plate. Sports & Outdoors. Sports & Fitness. UTG.
Q: Wusthof Classic Ikon 7" Hollow Edge Nakiri Knife. Home & Kitchen. Kitchen & Dining. Wsthof.
R: USB Type C Adapter, Genround Multiple USB 3.1 Type C to HDMI/USB 3.0/USB-C Charging Port for Notebook 12-Inch, Dell, or Other USB-C Laptop. Electronics. Computers...
S: ArmorSuit Apple iPad Mini Screen Protector MilitaryShield + Black Carbon Fiber Skin Wrap Back Film Protector For iPad Mini. Electronics. Computers & Accessories. ArmorSuit.
T: YuHan Oxford Large Capacity Multi-function Waterproof Anti-shock SLR/ DSLR Camera Bag Professional Travel Backpack Rucksack with Inner Padding and Rain Cover for Canon Nikon Sony...
Answer: E