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: Wilton 418-789 Carded Tip Cake Icer. Home & Kitchen. Kitchen & Dining. Wilton.
2nd: Mosaic Tile Design Off-White Wood Floating Organizer Display Rack Shelf w/ 3 Storage Coat Hooks. Home & Kitchen. Home Dcor. MyGift.
3rd: Wilton 1907-1351 2-Piece Dusting Brush Set. Home & Kitchen. Kitchen & Dining. Wilton.
4th: Wilton Performance Pans Aluminum Round Cake Pan, Create Delicious Cakes, Mouthwatering Quiches and More in this Durable, Even-Heating Pan, 6-Inch. Home & Kitchen. Kitchen &...
5th: Wilton Color Swirl, 3-Color Piping Bag Coupler, 9-Piece Cake Decorating Kit. Home & Kitchen. Kitchen & Dining. Wilton.
6th: Bekith Silicone Basting Pastry & Bbq Brushes (Set of 4, Colorful), Heat Resistant Kitchen Utensils - Dishwasher Safe- Soft and Flexible- Essential Cooking Gadget, Bakeware...
7th: Wilton Bright Standard Cupcake Liners, 300-Count. Home & Kitchen. Kitchen & Dining. Wilton.
8th: IZO All Supply Square Sham Stuffer Hypo-allergenic Poly Pillow Form Insert, 18" W x 18" L. Home & Kitchen. Bedding. IZO All Supply.
9th: Cake and Pastry Decorating Bags - 100 Pieces Large Disposable Polyethylene Cake, Frosting and Piping, Dessert and Cake Design (16.5 inches). Home & Kitchen. Kitchen...
10th: Wilton 409-7712 Angled Spatula, 9", 9 inch, Black. Home & Kitchen. Kitchen & Dining. Wilton.
11th: Bekith Silicone Spatulas - 10 Inch (Set of 4), Dishwasher Safe, Soft and Flexible - Won't Chip Crack Dent or Rust Heat Resistant Kitchen Utensils...

Options:
A: Sabrent VGA to HDMI Converter/Scaler up to 1080P (DA-PVHC). Electronics. Computers & Accessories. Sabrent.
B: SSL EV2500M Evo Series 2500-watt Class A/B Monoblock 2 Ohm Stable Amplifier with Remote Subwoofer Level Control. Electronics. Car & Vehicle Electronics. Ssl.
C: C4 Labs Zebra Case - Raspberry Pi 3, Pi 2, Pi B+ and 2B (Lazer Lime) with Heatsinks ~ C4Labs. Electronics. Computers & Accessories. C4...
D: Woolite Scorch Resistant Silicone Coated Ironing Board Pad & Cover - colors may vary, 15" X 54". Home & Kitchen. Irons & Steamers. Woolite.
E: Zak Designs Disney Winnie The Pooh Ceramic Sculpted Mug. Home & Kitchen. Kitchen & Dining. Zak Designs.
F: Cream Wax Flameless Pillar Candles with Warm White LEDs, Battery Operated, Assorted Sizes, Remote and Batteries Included - Set of 8. Home & Kitchen. Home...
G: Headphone for iPhone X Adaptor Connector AUX 3.5mm Earphone Adaptor for iPhone X/XS/XR/8/8 Plus Converter Accessories Headphone Cable Splitter Audio Jack Headphone Cable Earbud Adapter...
H: Uniflame, F-1187, 5pc Black Wrought Iron Fireset with Ring Handles. Home & Kitchen. Heating, Cooling & Air Quality. Uniflame.
I: Funai Corp. DV220FX5 Dual Deck DVD and VHS Player. Electronics. Television & Video. Funai.
J: Cybrtrayd N017 3D Shells Chocolate Candy Mold with Exclusive Cybrtrayd Copyrighted Chocolate Molding Instructions. Home & Kitchen. Kitchen & Dining. CybrTrayd.
K: sheetsnthings Royal Hotel Collection Extra Warm Baffle Box Winter Weight Queen Size 50oz White Down Comforter 500 Thread Count 750 Fill Power. Home & Kitchen...
L: Goplus Electric Trolling Motor 46/55/86 LBS Thrust Transom Mounted 8 Speed with Adjustable Handle for Fishing Boats Freshwater and Saltwater Use. Sports & Outdoors. Sports...
M: Dementia Day Cycle Day Clock. Home & Kitchen. Home Dcor. GeriGuard Solutions.
N: Lee Preciesion 90939 Lee Precision, Ultimate 4 Die Set, 6.5mm Creedmoor. Sports & Outdoors. Sports & Fitness. Lee Preciesion.
O: Tsmine 360 Degree Rotating Case Keyboard for NuVision Tablets. Electronics. Computers & Accessories. Tsmine.
P: Dual XHD7720 In-Dash CD/MP3/WMA Player with Motorized Face, Remote, Built-in HD Radio Tuner, iTunes Tagging, iPod Cable, and 3.5mm Aux Input. Electronics. Car & Vehicle...
Q: Logitech Type+ Bluetooth Keyboard Case for iPad Air 2 - Violet / Purple. Electronics. Computers & Accessories. Logitech.
R: Disney Traditions by Jim Shore Tigger and Roo Stone Resin Figurine. Home & Kitchen. Home Dcor. Enesco.
S: Francois et Mimi Food-Safe Heavy-Duty Anti-Slip Cutting Mat Board, 14"x10". Home & Kitchen. Kitchen & Dining. Francois et Mimi.
T: Q-See QS494-5 4 Channel H.264 Smart Recording DVR with Pre-Installed 500 GB Hard Drive, Black. Electronics. Security & Surveillance. Digital Peripheral Solutions.
Answer: J