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: MALOUF ST5033BF1 Structures Heavy Duty Adjustable Metal Center Support and Rug Rollers Bed Frame, Queen, Full, XL, Twin, Black. Home & Kitchen. Furniture. MALOUF.
2nd: Bobkona F4072 St. Croix Collection Vanity Set with Stool, Black. Home & Kitchen. Furniture. BOBKONA.
3rd: Rev-A-Shelf - 5149-18DM-217 - Double 35 Qt. Pull-Out Brushed Aluminum and Silver Waste Container with Rev-A-Motion. Home & Kitchen. Storage & Organization. Rev-A-Shelf.
4th: ZVac Hoover Windtunnel 43611042 Washable HEPA Filters 2 Pack. Home & Kitchen. Vacuums & Floor Care. ZVac.
5th: Fab Glass and Mirror Rectangle Frameless Wall Mirror, 24" x 36", Clear. Home & Kitchen. Home Dcor. Fab Glass and Mirror.
6th: Elegant Home Fashions Lisbon Collection Shelved Wall Cabinet with Glass-Paneled Doors, White. Home & Kitchen. Furniture. Elegant Home Fashions.
7th: Elegant Home Fashions Lisbon Collection Shelved Bathroom Space-Saver, White. Home & Kitchen. Bath. Elegant Home Fashions.

Options:
A: Video Camcorder, Besteker Portable HD 1080p 24.0 Megapixels Enhanced 16X Digital Zoom Video Camcorder DV Touch Screen HDMI Recorder with Remote Control and 12x Teleconverter...
B: NEWSTYLE 40 Keys Infraed Remote RGBW Controller IR For RGBW RGBWW LED Strip Lights. Home & Kitchen. Seasonal Dcor. NEWSTYLE.
C: Outdoor Research Women's Pinball Mittens. Sports & Outdoors. Outdoor Recreation. Outdoor Research.
D: NETGEAR ReadyNAS 3138 1U Rackmount 4-Bay Network Attached Storage, Diskless (RN3138-100NES). Electronics. Computers & Accessories. NETGEAR.
E: TRUGLO Red-Dot Sight 30mm Realtree APG . Sports & Outdoors. Sports & Fitness. TRUGLO.
F: Hoover U5453-900 WindTunnel Supreme Upright Vacuum Cleaner. Home & Kitchen. Vacuums & Floor Care. Hoover.
G: LOVO Luxury Bowknot 100% Cotton 3 Pieces Bedding Set: 1x Duvet Cover, 1x Flat Sheet, 1x Pillowcase Pink Twin. Home & Kitchen. Bedding.
H: Andreannie Happy Winter Let It Snow Various Beautiful Snowflakes in Red Merry New Home Room Decorative Cotton Linen Throw Pillow Case Cushion Cover Square 18...
I: Sony® Blu-ray DiscTM Player BDP-BX2. Electronics. Television & Video. Sony.
J: Wieco Art 5 Piece Giclee Canvas Prints Wall Art Paintings for Living Room Bedroom Home Decorations The Autumn Forest and Lake Modern Stretched and Framed...
K: Nunubee Cotton Linen Home Decorative Throw Pillow Case Printed Cushion Cover for Sofa Bed Car Two Skulls. Home & Kitchen. Bedding. Nunubee.
L: Flash Furniture 31.5'' x 63'' Rectangular Red Metal Indoor-Outdoor Table. Home & Kitchen. Furniture. Flash Furniture.
M: New Distressed Wood Tropical Decor Polly Want Cocktail Sign Beach Coastal Fun Plaque by Highland Graphics. Home & Kitchen. Home Dcor. Highland Graphics.
N: Set of 10 4" Mini Ritual Chime / Spell Candles: Black. Home & Kitchen. Home Dcor. Biedermann.
O: Wüsthof - Three Piece Cook’s Set - 3 1/2" Paring Knife, 6" Utility Knife, and 8" Cook’s Knife (9608). Home & Kitchen. Kitchen & Dining...
P: Duzign Rover Messenger Bag (Light Brown) for 13 Inch MacBook Pro with Retina Display + Pocket for Apple iPad. Electronics. Computers & Accessories. Duzign.
Q: Simple Fashion Square Linen Throw Pillow Cases. Home & Kitchen. Bedding. zjskin.
R: Kenda Small Block Eight Cyclocross Tire (Black). Sports & Outdoors. Outdoor Recreation. Kenda.
S: Portland Fir Tree, 6.5-Feet, 450 Multi-Color Lights. Home & Kitchen. Seasonal Dcor. General Foam Plastics.
T: SureFit Soft Suede/Sherpa - Futon Slipcover - Smoke Blue. Home & Kitchen. Home Dcor. Surefit.
Answer: O