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: Charmed 4 tier cupcake stand holds 23 cupcakes. Home & Kitchen. Kitchen & Dining. Charmed.
2nd: Wilton Clear Treat Bags, 100-Count. Home & Kitchen. Kitchen & Dining. Wilton.
3rd: Wilton 415-2264 Slanted Pops Stand. Home & Kitchen. Kitchen & Dining. Wilton.
4th: Darice Clear Treat Bags Value Pack – 4" x9” Transparent Bags – Perfect for Cake Pops, Cookies, Small Candy, Wedding and Party Favors, Lollipops and...
5th: Ladybug 1st Birthday Party Napkins, 16ct. Home & Kitchen. Event & Party Supplies. Unique.
6th: Lime Green Polka Dot Cupcake Boxes, 12 Count. Home & Kitchen. Kitchen & Dining. FX.
7th: Allforhome 6 Flowers Silicone Bakeware Muffin Cups Handmade Soap Molds Cupcake Mold Cake Baking Pans Bakeware Polymer Resin Clay Jelly Soap DIY Molds Soap Making...
8th: Pyrex Prepware Measuring Cup, Clear with Red Measurements, Duo Set, 1-Each 1-Cup and 2-Cup. Home & Kitchen. Kitchen & Dining. Pyrex.
9th: Zoku Individual Character Pops, Princess Ice Pop Mold, Easy-Release Silicone Design, Single Unit. Home & Kitchen. Kitchen & Dining. Zoku.
10th: Home Essentials Elegant Ferris Wheel Cupcake Holder & Display Stand by Black. Home & Kitchen. Kitchen & Dining. Home Essentials & Beyond.
11th: Wilton Animals Cookie Candy Mold. Home & Kitchen. Kitchen & Dining. Wilton.
12th: Wilton 1904-1189 Regular Melting Decorating Squeeze Bottle. Home & Kitchen. Kitchen & Dining. Wilton.

Options:
A: AllEasy 15ft/4.5m Mini USB Cables, 5 Pin USB 2.0 Type A Male Mini USB Charging Cable with Gold-Plated Connectors for PS3 Controller, Digital Camera(Canon, Sony),...
B: 1 X Hanna's 3x3 Pillar Candle (White Unscented) - 3x3-Unscented. Home & Kitchen. Home Dcor. Hanna's Candle Co.
C: CiboWares Bamboo Knot Cocktail and Hors' D'oeuvre Picks, 4", Red, Package of 100. Home & Kitchen. Kitchen & Dining. CiboWares.
D: Vino2Go Double Wall Acrylic Tumbler with Frost Lid. Home & Kitchen. Kitchen & Dining. Vino2Go.
E: Deco 79 Eclectic Style Indoor/Outdoor Red Metal Dog Sculpture with Hand-Painted Flowers, Metal Yard Art, Outdoor Decor, Outdoor Metal Dog Statue | 12” x 17”...
F: Ginsu Gourmet Chikara Series Forged 12-Piece Japanese Steel Knife Set – Cutlery Set with 420J Stainless Steel Kitchen Knives – Bamboo Finish Block, 07112DS. Home...
G: Belkin USB 2.0 Plus Hub (4 Port) F5U304-BRN. Electronics. Accessories & Supplies. Belkin.
H: ALPS Mountaineering Rendezvous Folding Camp Chair. Sports & Outdoors. Outdoor Recreation. ALPS Mountaineering.
I: 1000-Watt 6-Quart Electric Pressure Cooker, Slow Cooker, Rice Cooker, Stainless Steel. Home & Kitchen. Kitchen & Dining. BestApplince.
J: Fujifilm Instax Share SP-2 Smart Phone Printer (Silver). Electronics. Camera & Photo. Fujifilm.
K: Thirstystone Stoneware Coaster Set, Kokopelli. Home & Kitchen. Kitchen & Dining. Thirstystone.
L: NEW BATTERY for Dell INSPIRON 6400 & E1505 / Replace P/N 312-0428 0UD260 KD47. Electronics. Computers & Accessories. AMA.
M: Stanley Stainless Steel Growler and Grumbler. Sports & Outdoors. Outdoor Recreation. Stanley.
N: Cable Clip Holder Weighted Desktop Cord Management Fixture (White). Electronics. Accessories & Supplies. JacobsParts.
O: Dell Venue 8 Pro 32 GB Tablet (Windows 8.1) (Certified Refurbished). Electronics. Computers & Accessories. Dell.
P: Nesquik Bunny Nestle Collectors 100% Cotton Oversized Beach Towel. Home & Kitchen. Bath. Nesquik.
Q: EVGA GeForce GTX 560 Superclocked 1024 MB GDDR5 PCI Express 2.0 2DVI/Mini-HDMI SLI Ready Graphics Card, 01G-P3-1461-KR. Electronics. Computers & Accessories. EVGA.
R: Fancy This BABY JUNGLE animals safari wall art clock nursery large 10 1/2". Home & Kitchen. Home Dcor. Fancy This.
S: Belkin Sport Armband Case for iPod touch 1G (Black/Gray). Electronics. Portable Audio & Video. Belkin.
T: Superior Hotel Collection 900 Gram, 100% Premium Long-Staple Combed Cotton 6 Piece Towel Set, White with Chocolate Border. Home & Kitchen. Bath. Superior.
Answer: F