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: Dyson DC07 DC04 & DC14 & DC33 Brush Bar with end caps & set of belts #904174-01. Home & Kitchen. Vacuums & Floor Care. after...
2nd: Umbra Skinny Trash Can – Sleek & Stylish Bathroom Trash Can, Small Garbage Can Wastebasket for Narrow Spaces at Home or Office, 2 Gallon Capacity,...
3rd: Blue Donuts Toilet Plunger with Holder for Bathroom, Multi Drain Suitable also for Bathtubs, Quick Dry, Chrome. Home & Kitchen. Bath. Blue Donuts.
4th: Kingston Brass CCD2175 Adjustable 60-Inch-72-Inch Double Curved Stainless Steel Shower Curtain Rod, Oil Rubbed Bronze. Home & Kitchen. Bath. Kingston Brass.
5th: Toilet Brush and Holder, Toilet Bowl Brush for Bathroom, Toilet Cleaner, Odor Free, Bronze. Home & Kitchen. Bath. Blue Donuts.
6th: Hotel Luxury Bed Sheets Set TODAY! On Amazon Softest Bedding 1800 Series Platinum Collection-100%!Deep Pocket,Wrinkle & Fade Resistant (CalKing,Brown). Home & Kitchen. Bedding. HC COLLECTION.
7th: Utopia Bedding King Size Quilted Fitted Fleece Mattress Pad - Mattress Cover Stretches Up to 16 Inches Deep - Micro Plush Ultra Soft and Overfilled...

Options:
A: Ricoh Theta S Digital Camera (Black). Electronics. Camera & Photo. Ricoh.
B: Compression Socks - Great for Running, Nurses, Tennis, Basketball, Travel, Flying, Maternity Pregnancy, Shin Splints. Sports & Outdoors. Sports & Fitness. Pure Compression.
C: Hand Held Comforting Clay Cross with Greeting Card - Shaped To Fit Any Hand - 5" Wood Design. Home & Kitchen. Home Dcor. Calypso Studios...
D: ProBake Teflon Non-Stick 12" Pizza Pan - American-Made, Teflon Xtra Scratch Resistant Pizza Baking Pan, Easy to Clean and Perfect Size for a Small Get...
E: Ohio Wholesale Cats are Like Potato Chips Wall Art, from our Cats and Dogs Collection. Home & Kitchen. Home Dcor. Ohio Wholesale.
F: Dyson Pet Clean-Up Accessory Kit. Home & Kitchen. Vacuums & Floor Care. Dyson.
G: Primula PEBK-3306 6-Cup Aluminum Espresso Coffee Maker, Black. Home & Kitchen. Kitchen & Dining. Primula.
H: uxcell 5 Pcs 1/8" 3.5mm Male Connector Coaxial Audio Connector Solder Silver Tone. Electronics. Accessories & Supplies. uxcell.
I: Pure Komachi HD - 6 Coated Carbon Stainless Steel Knives W/Matching Sheaths. Home & Kitchen. Kitchen & Dining. Kai.
J: Hudson Street Faux Suede 2-Pack Decorative Pillow, 22 by 22-Inch, Mocha. Home & Kitchen. Bedding. Hudson Street.
K: Lensbaby LB3AS 3G Replacement Aperture Set. Electronics. Camera & Photo. Lensbabies.
L: Lenox Opal Innocence Set of 4 Placemats, Ivory. Home & Kitchen. Kitchen & Dining. Lenox.
M: Icy Cools Reusable Ice Cubes for Coolers THREE (3) PACK (45 - 2x2 cubes) for Coolers, Lunchboxes and More!. Home & Kitchen. Kitchen & Dining...
N: Selk'bag Adult Lite 5G Wearable Sleeping Bag. Sports & Outdoors. Outdoor Recreation. Selk'bag.
O: VonShef 12 Cake Pop Maker Machine Set Includes Sticks & Stand - Red. Home & Kitchen. Kitchen & Dining. VonShef.
P: Meprolight 1001923 Glock 9/357/Sig/40/45GAP G/O Fixed Set TD. Sports & Outdoors. Sports & Fitness. Meprolight.
Q: Wasabi Power Battery (2-Pack) and Charger for Ricoh DB-65 and Ricoh G700, G700SE, G600, GR, GR Digital, GR Digital II, GR Digital III, GR Digital...
R: Sigma Computer Part RR Wiring Kit, X-Long.  Sigma.
S: Kitchen Maestro Wash and Drain Mixing Bowl. Home & Kitchen. Kitchen & Dining. Kitchen Maestro.
T: J.A. Henckels International Forged Premio 5-Inch Serrated Utility. Home & Kitchen. Kitchen & Dining. ZWILLING J.A. Henckels.
Answer: O