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: Cuisinart CPK-17 PerfecTemp 1.7-Liter Stainless Steel Cordless Electric Kettle. Home & Kitchen. Kitchen & Dining. Cuisinart.
2nd: Thomas Kinkade Holidays in Motion Rotating Illuminated Treetopper: Animated Christmas Decor by The Bradford Editions. Home & Kitchen. Seasonal Dcor. Bradford Exchange.
3rd: Seashell Shower Curtain Hooks Bathroom Beach Shell Decor (Set of 12). Home & Kitchen. Bath. Carnation.
4th: Cuisinart CPT-420 Touch to Toast Leverless 2-Slice Toaster. Home & Kitchen. Kitchen & Dining. Cuisinart.
5th: Simpleone Automatic Touchless Soap Dispenser Stylish Design - Sensor Pump - Perfect for Bathroom and Kitchen - Liquid Silver. Home & Kitchen. Bath. Simpleone.
6th: Cordless LED Pre-lit Cone & Berry Christmas Wreath. Home & Kitchen. Seasonal Dcor. Brookstone.
7th: Sweet Relief 100% Pure Memory Foam Back Cushion - Orthopedic Design for Back Pain Relief - Lumbar Support Pillow With Mesh Support Included. Home &...
8th: InterDesign PEVA 3 Gauge Shower Curtain Liner - Mold/Mildew Resistant, PVC Free – Sand, 54" x 78". Home & Kitchen. Bath. InterDesign.

Options:
A: HDE Clear Screen Protector & Back Protector Skins for iPad 2nd, 3rd, and 4th Generation Tablets. Electronics. Computers & Accessories. HDE.
B: MaxLLTo™ USB PC Charger Data Cable Cord Lead For Panasonic CAMERA Lumix DMC-ZS25 DMC-TZ35. Electronics. Camera & Photo. MaxLLTo.
C: Achim Home Furnishings Buono II Jordan Curtain Rod with Finials, 28-Inch Extends to 48-Inch. Home & Kitchen. Home Dcor. Achim Home Furnishings.
D: Magnussen Sotto Wood Oval Cocktail Table. Home & Kitchen. Furniture. Magnussen.
E: Green Air Encore HEPA and Odor Fighting Filter Air Purifier with IonCluster Technology. Home & Kitchen. Heating, Cooling & Air Quality. Green Air.
F: Ausdom Lightweight Stereo Wired Wireless Headset Bluetooth 4.0 EDR Over Ear Audiophile Headphones, Deep Bass with Microphone and Volume Control for PC Mac Computers Cell...
G: Cold Steel Paring Knife Kraton Handle with 3.00-Inch Blade. Sports & Outdoors. Sports & Fitness. Cold Steel.
H: Lexar Professional Workflow DD256 256GB USB 3.0 Storage Drive External SSD LRWDD256CRBNA. Electronics. Computers & Accessories. Lexar.
I: Best Glide ASE Military Scout Pocket Survival Tin (PSK Holder not Incl). Sports & Outdoors. Outdoor Recreation. Best Glide ASE.
J: Pacific Image Reflecta Super 8 to Digital Video Converter. Electronics. Accessories & Supplies. Pacific Image.
K: adidas Men's Adizero Cap. Sports & Outdoors. Sports & Fitness. adidas.
L: OneTigris MICH 2002 Action Version Tactical Helmet ABS Helmet for Airsoft Paintball. Sports & Outdoors. Sports & Fitness. OneTigris.
M: Transcend T.sonic 850 8 GB Video MP3 Player (Black). Electronics. Portable Audio & Video. Transcend.
N: Tekit® 5.9in/15cm Nvidia Geforce Video Graphics VGA Card Flexible Sli Bridge Connector Cable. Electronics. Computers & Accessories. tekit.
O: MoKo [6-Pack Slim Flexible Premium Soft TPU Transparent Full Body Cover Case Fit Apple Watch 38mm Version (2015) - Crystal Clear & Multi Colors (Not...
P: Dunbrooke Apparel NFL Trophy Fullzip Hooded Tech Fleece. Sports & Outdoors. Fan Shop. Dunbrooke Apparel.
Q: Stylemaster Renaissance Home Fashion Sophia Dust Ruffle/Bed Skirt, Full, Ivory. Home & Kitchen. Bedding. Style Master.
R: Microsoft Windows Server 2012 OEM - CAL (5 Devices). Electronics. Computers & Accessories. Microsoft.
S: Assurant 2-Year PC Peripheral Protection Plan ($0-$49.99). Electronics. Electronics Warranties. Assurant Solutions.
T: Cuisinart ICE-30RFB 2-Quart Freezer Bowl. Home & Kitchen. Kitchen & Dining. Cuisinart.
Answer: E