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: Hamilton Beach (31333) Toaster Oven, Convection Oven, Electric, Stainless Steel. Home & Kitchen. Kitchen & Dining. Hamilton Beach.
2nd: Hoover T-Series WindTunnel Pet Rewind Bagless Corded Upright Vacuum UH70210, Blue. Home & Kitchen. Vacuums & Floor Care. Hoover.
3rd: Milemont Memory Foam Bed Pillow for [Back Stomach Side Sleepers] [Hypoallergenic] [Cooling Ventilated] with [Washable Removable Cover] - Standard Size. Home & Kitchen. Bedding. Milemont.

Options:
A: Beistle 50970 Oktoberfest Bavarian Flag Pennant Banner 11 Inches by 12 Feet. Home & Kitchen. Event & Party Supplies. Beistle.
B: Wincraft NCAA Mens Technology Touch Gloves. Sports & Outdoors. Fan Shop. WinCraft.
C: Majestic Home Goods Pearl Villa Indoor Bean Bag Ottoman Pouf Cube 17" L x 17" W x 17" H. Home & Kitchen. Furniture. Majestic Home...
D: Innova GStar Daedalus Distance Driver. Sports & Outdoors. Sports & Fitness. Innova.
E: Smart Strip LCG4 Energy Saving Power Strip with Autoswitching Technology and Fax/Modem Surge Protection. Electronics. Accessories & Supplies. Smart Strip.
F: SharpChef 3-Stage Knife Sharpener (Incl. Free Chefs Blade) Professional Results for Steel & Ceramic Blades. Red. Home & Kitchen. Kitchen & Dining. OPL Mart.
G: The Water Pillow by Mediflow Down Waterbase Pillow - The first and original water pillow, clinically proven to reduce neck pain and improve sleep. Home...
H: Tronsport SJ4000 Novatek 1.5Inch 12MP CMOS Sensor Waterproof Sports Camera 170° Wide Angle 1080P 30FPS H.264 HD DV/CAR (Two Batteries included) (White). Electronics. Camera &...
I: Custom Accesssories CU91112 Large Beverage Holder assorted color. Home & Kitchen. Bath. Custom Accessories.
J: HOSL Cotton Linen Pillow Cover Decor Throw Pillow Case Cushion Cover Colorful Birds and Tree Square 18. Home & Kitchen. Bedding. HOSL.
K: Kroo Kickstand Skin Silicone Case for Creative Zen Vision: M (Black). Electronics. Portable Audio & Video.
L: Canon PowerShot A2400 IS 16.0 MP Digital Camera with 5x Optical Image Stabilized Zoom 28mm Wide-Angle Lens with 720p Full HD Video Recording and 2.7-Inch...
M: New - Sony PS3 Laser Lens + Deck (KES-400A/ KES-400AAA/ KEM-400A/ KEM-400AAA). Electronics. Computers & Accessories. nextec.
N: Deluxe Money Belt Travel Wallet - W/ 3 RFID Credit Card Sleeves, 1 Passport RFID Sleeve & 1 Waterproof Dry Bag. Undercover Security, Water Resistant,...
O: Bizanzzio Stainless Steel & Silicone Extra Large Turner in Black, Heat Resistant Upto 400 Degrees. Home & Kitchen. Kitchen & Dining. Bizanzzio.
P: BANBERRY DESIGNS Black Plastic Economy Easels with Locking Bar 2 Inch (Pack of 25). Home & Kitchen. Home Dcor. BANBERRY DESIGNS.
Q: Lavish Home Palm Trees Indoor/Outdoor Area Rug, 5' x 7'7", Green. Home & Kitchen. Home Dcor. Lavish Home.
R: August MR220 Bluetooth Audio Receiver for Sound Systems - Plug & Play your Music Wirelessly from any Bluetooth Device onto your Car Stereo, Home Stereo,...
S: ShieldPro 1-Gallon 5-Mil Thick Mylar Bags for Long Term Emergency Food Storage Supply, 10 x 16-Inch, 25-Count. Home & Kitchen. Kitchen & Dining. SHIELDPRO.
T: Duco Full Rim Ergonomic Advanced Computer Gaming Glasses with Amber Lens Tint 8016 Matte Black. Electronics. Computers & Accessories. DUCO.
Answer: J