Instruction: Rank items in listed options based on the user's purchase history to determine the item that the user is most likely to purchase next. Output the item with the highest likelihood of being the next purchase.

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.
8th: Wüsthof - Three Piece Cook’s Set - 3 1/2" Paring Knife, 6" Utility Knife, and 8" Cook’s Knife (9608). Home & Kitchen. Kitchen & Dining...

Options:
A: Cobra XRS-9930 12-Band Radar/Laser Detector. Electronics. Car & Vehicle Electronics. Cobra.
B: Ubiquiti Networks EdgeSwitch 24 250W (ES-24-250W) Managed PoE+ Gigabit Switch with SFP. Electronics. Computers & Accessories. Ubiquiti Networks.
C: Flambeau Saltwater Tackle System. Sports & Outdoors. Sports & Fitness. Flambeau.
D: StarTech.com 4 Port RS232 Serial Over IP Ethernet Device Server (NETRS232_4). Electronics. Computers & Accessories. StarTech.
E: KidKraft Spindle Rocking Chair - Honey. Home & Kitchen. Furniture. KidKraft.
F: Wusthof Gourmet Ten Piece Block Set. Home & Kitchen. Kitchen & Dining. Wsthof.
G: Fairies Desk Chair with Pull Out under the Seat Storage Bin. Home & Kitchen. Furniture. Delta Children.
H: Easton Pinline Logo Bar Tape. Sports & Outdoors. Outdoor Recreation. Easton.
I: Living Dead Apocalypse Full Tang Ninja Sword. Sports & Outdoors. Sports & Fitness. SNAKE EYE TACTICAL.
J: Rada Cutlery Cheese Knife – Stainless Steel Serrated Edge With Black Steel Resin Handle, Made in the USA. Home & Kitchen. Kitchen & Dining. Rada...
K: Creative Co-op Dish w Bird, Green 5-1/2"L x 4-3/4"H Ceramic Leaf. Home & Kitchen. Home Dcor. Creative Co-op.
L: Our Name is Mud “Decorate With Cats” Stoneware Mug, 16 oz. Home & Kitchen. Kitchen & Dining. Enesco.
M: Fintie Samsung Galaxy Tab 4 10.1 / Tab 4 Nook 10.1 Folio Case - Slim Fit Premium Vegan Leather Cover for Samsung Tab 4 10-Inch/Tab...
N: TEKCAM Rechargeable Battery Waterproof Action Camera (2 x 900mAh Battery+Charger). Electronics. Camera & Photo. TEKCAM.
O: Windowsandgarden Cordless Roller Shades 32W x 72H, Splendor Blackout White, Any Size Available. Home & Kitchen. Home Dcor. Windowsandgarden.
P: Incipio Faraday Case for iPad Pro 9.7 Inch (2016) - Black. Electronics. Computers & Accessories. Incipio.
Q: Sentey Optimus Gaming Computer Mid-Tower Case (GS-6000R). Electronics. Computers & Accessories. Sentey.
R: Kensington 62688 SmartSockets Basic Adapter 8-Outlet Color-Coded Power Strip and Surge Protector. Electronics. Accessories & Supplies. Kensington.
S: Fu Store 10pcs Stainless Steel Mesh Tea Ball Strainers Tea Strainers Filters Tea Interval. Home & Kitchen. Kitchen & Dining. Fu Store.
T: Cooks Net - Instant Essential and Flexible Kitchen Helper. Home & Kitchen. Kitchen & Dining. Cooks Net.
Answer: F