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 12-Inch Cake Circle, 8-Pack. Home & Kitchen. Kitchen & Dining. Wilton.
2nd: Quilted Microfiber Pet Dog Couch Sofa Furniture Protector Cover, Kashi, (Navy 110" x 71"). Home & Kitchen. Home Dcor. Quilted.
3rd: Water Filter Refrigerator Pack 3. Home & Kitchen. Kitchen & Dining. MakeABC.
4th: The Rooster Mason Jar Shot Glasses Set - Mini Mason Jars with Lids Featuring Unique Rooster Design (10 Pack). Home & Kitchen. Kitchen & Dining...
5th: Hamilton Beach (31334) Toaster Oven, Pizza Maker, Electric, Gray. Home & Kitchen. Kitchen & Dining. Hamilton Beach.
6th: Croydex Bobbing Along Clear Slip-Resistant Bath Mat, 27.4 x 15.4 In. Home & Kitchen. Bath. Croydex.
7th: Rug Set, Free Size, Santa. Home & Kitchen. Home Dcor. Generic.

Options:
A: Bottle Buddy Complete Storage System, White. Home & Kitchen. Kitchen & Dining. Bottle Buddy.
B: PalmOne Portable Keyboard for Palm V Series Handhelds. Electronics. Computers & Accessories. Palm.
C: Head 2013 Youtek Graphene Speed Pro Tennis Racquet. Sports & Outdoors. Sports & Fitness. HEAD.
D: Jynxbox Ultra HD V3 FTA Satellite Receiver with Built-in WiFi & JB200. Electronics. Television & Video. JynxBox.
E: Corsair CMY8GX3M2A2400C11 Vengeance Pro 8GB 2 x 4GB DDR3 2400MHz C11 Memory Kit 1.65V. Electronics. Computers & Accessories. Corsair.
F: Verbatim Mitsubishi 25GB 4x Speed BD-R Blu-ray LTH TYPE Recordable Disk 50 Spindle Pack - Ink-jet printable. Electronics. Accessories & Supplies. Crosfen.
G: Miracle Blade World Class Series Steak Knives (4 Knives). Home & Kitchen. Kitchen & Dining. Miracle Blade.
H: FORITO Keyboard Cover Compatible for Old Version Samsung ARM 11.6 Chromebook 3 XE303C12 US Layout (Black). Electronics. Computers & Accessories. FORITO.
I: HDE Mini 4 Port High Speed USB 2.0 Hub. Electronics. Computers & Accessories. HDE.
J: IOGEAR 8-Port KVM Switch with Cables Kit, GCS138KIT. Electronics. Computers & Accessories. IOGEAR.
K: Giantex Vanity Table Set with Stool Chair, Swivel Mirror Wood Makeup Dressing Tables Removable Top Desk Bedroom Cosmetics Jewelry Display Cushioned Fabric Seat Bench Vanities...
L: Danby DPA140B1WB 14000 BTU Portable AC. Home & Kitchen. Heating, Cooling & Air Quality. Danby.
M: Pioneer Single Din in Dash CD AM/FM Receiver with MIXTRAX, Bluetooth Dual Phone Connection, USB, Spotify, Pandora Control, iPhone and Android Music Support, Smart Sync...
N: New Remote Control XRS321-C fit for VIZIO Sound Bar SB3820-C6 SB3821-C6 SB2920-C6 SS2521-C6 SS2520-C6 (Black). Electronics. Accessories & Supplies. Vinabty.
O: Tippmann Sport Series 2+1 Harness, Black. Sports & Outdoors. Sports & Fitness. Tippmann.
P: Sony 5C90HFR 90-Minute HF Cassette Recorders 5-Brick. Electronics. Portable Audio & Video. Sony.
Q: BLACK+DECKER PAV1200W 12-Volt Cyclonic-Action Automotive Pivoting-Nose Handheld Vacuum Cleaner. Home & Kitchen. Vacuums & Floor Care. BLACK+DECKER.
R: Zoldir Best Heavy Duty Plastic Handle Hand Gripper, Hand Grips, Grip Strengthener, Finger, Muscle Build Wrist Strengthener, Extra Heavy Tension - (pack of 2) 100%...
S: Neewer 71 inch/180cm Photography Translucent Soft White Diffuser Umbrella for Photo and Video Studio. Electronics. Camera & Photo. Neewer.
T: Lacdo iPad mini Case, iPad mini 4 sleeve, Shockproof Tablet Sleeve Compatible iPad Mini 4,3,2 / Samsung Galaxy Tab A 8-Inch/ASUS ZenPad Protective Bag, Green/Black...
Answer: Q