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: Household Essentials 05100 Rear Display Over-The-Washer Storage Shelf | Organize and Store Laundry Room Supplies | White. Home & Kitchen. Storage & Organization. Household Essentials.
2nd: Rubbermaid Pan Organizer, Cookware Rack, Black FG1H4209BLA. Home & Kitchen. Kitchen & Dining. Rubbermaid.
3rd: HOMZ Kitchen, White, Holds 8 Pans Lid Organizer. Home & Kitchen. Kitchen & Dining. Homz.
4th: La Crosse Technology 616-146A Color LCD Projection 5-Inch Alarm Clock with Moon Phase. Home & Kitchen. Home Dcor. La Crosse Technology.
5th: Crown Mark Coat Rack Umbrella Stand, Brown. Home & Kitchen. Home Dcor. Crown Mark.
6th: Rubbermaid Pan Organizer, Titanium FG1H4200TITNM. Home & Kitchen. Kitchen & Dining. Rubbermaid.
7th: Embassy JB4985 Wall Clock With Hidden Safe. Home & Kitchen. Home Dcor. Embassy.
8th: EnviroCare Replacement Vacuum Bags for Oreck Super-Deluxe Compact and Buster B Canisters 24 pack. Home & Kitchen. Vacuums & Floor Care. EnviroCare.
9th: Update International 8-Piece Deluxe Stainless Steel Measuring Cup and Measuring Spoon Set. Home & Kitchen. Kitchen & Dining. Update International.
10th: Seville Classics 3-Tier Iron Mesh Utility Shoe Rack, Satin Bronze. Home & Kitchen. Storage & Organization. Seville Classics.
11th: Country Dreams Unscented Tea Lights 100/Pkg-White. Home & Kitchen. Home Dcor. Darice.
12th: Presto 08800 EverSharp Electric Knife Sharpener. Home & Kitchen. Kitchen & Dining. Presto.
13th: ProTool 4pc Size Plastic Funnel Set for Liquids Dry Goods. Home & Kitchen. Kitchen & Dining. 1st Choice.
14th: Kirby Generation 6 Ultimate G Micron Magic Hepa Filtration Vacuum Cleaner Bags, Kirby Part Number 197301, 9 bags in Pack. Home & Kitchen. Vacuums &...
15th: Made Smart Interlocking Storage Bins, 8/pk (Set of 2). Home & Kitchen. Kitchen & Dining. Made Smart.
16th: Secret Life Placemat Set of 4/6 Reversible Leaf Theme Kitchen Table Decor Woven Vinyl Table Placemats Set Home Dinner Decorative (6, Mustard/Green). Home & Kitchen...
17th: Lavesi Oven Rack Guard – Set of 2 Universal Silicone Protectors – Prevent Nasty Burns and Scars when Baking and Broiling – Lifetime Guarantee. Home...
18th: VANTAKOOL Coffee Mug Warmer with Automatic Shut Off to Keep Temperature Up to 131/55 Electric Beverage, MUG-98, BlackMUG-98. Home & Kitchen. Kitchen & Dining. VANTAKOOL.
19th: Gimars Razor Sharp 18/8 Food Grade Stainless Steel Cheese Grater Zester with Scraper&Chopper Set for Lemon, Parmesan, Ginger, Garlic, Nutmeg, Chocolate, Vegetables, Fruits with Protect...
20th: Prodyne M-915 Stainless Steel Napkin Holder with Salt and Pepper Shakers, 6.5", Silver. Home & Kitchen. Kitchen & Dining. Prodyne.
21st: Bellemain Spice Gripper Clip Strips for Plastic Jars - Set of 3, Holds 12 Jars. Home & Kitchen. Kitchen & Dining. Bellemain.
22nd: Window Elements Diamond Sheer Voile Extra Wide 56 x 84 in. Rod Pocket Curtain Panel, Beige. Home & Kitchen. Home Dcor. Window Elements.
23rd: Armless Curved Accent Chair Oatmeal. Home & Kitchen. Furniture. Coaster Home Furnishings.
24th: Best Selling Natural Tall Tufted Dining Chair, 2-Pack. Home & Kitchen. Furniture. Best-selling.
25th: Office Star Deluxe Armless Wood Bankers Desk Chair with Wood Seat, Fruit Wood. Home & Kitchen. Furniture. Office Star.
26th: Monarch Specialties I 1749 Tempered Glass Dining Table, 48", Espresso. Home & Kitchen. Furniture. Monarch Specialties.
27th: AVE SIX Curves Upholstered Hour Glass Accent Chair with Espresso Finish Wood Legs, Niche Penny. Home & Kitchen. Furniture. Avenue Six.
28th: Zyliss Jumbo Garlic Press. Home & Kitchen. Kitchen & Dining. Zyliss.
29th: Honey-Can-Do DRY-01375 Wood Clothespins with Spring, 50-Pack, 3.3-inches Length. Home & Kitchen. Storage & Organization. Honey-Can-Do.
30th: Boraam 71742 Florence Pub Table, 42-Inch, Cappuccino. Home & Kitchen. Furniture. Boraam.
31st: Stylemaster DAZ-FROSGMT84 Curtain Panel, Frost. Home & Kitchen. Home Dcor. Style Master.

Options:
A: Under Armour Women's Fly-By Printed Run Capri. Sports & Outdoors. Sports & Fitness. Under Armour.
B: BLKBOX Wireless Bluetooth Speaker POP360 Hands Free Bluetooth Speaker - for iPhones, iPads, Androids, Samsung and all Phones, Tablets, Computers (Get-Down Grey). Electronics. Portable Audio...
C: Boyt Harness Heart Shaped Handgun Case. Sports & Outdoors. Sports & Fitness. Boyt Harness.
D: SVINZ 8" Digital Calendar Alarm Day Clock with 3 Alarm Options, Extra Large Non-Abbreviated Day & Month SDC008-2 Color Display Settings. Home & Kitchen. Home...
E: Brabantia 287367 30-Liter Touch Bin, Brilliant Steel. Home & Kitchen. Storage & Organization. Brabantia.
F: Kurt Adler UL 10-Light Parrot Light Set. Home & Kitchen. Seasonal Dcor. Kurt Adler.
G: Transcend Information 64GB Micro Card with Adapter (TS64GUSDXC10V). Electronics. Computers & Accessories. Transcend.
H: Newmowa Replacement Battery (2-Pack) Dual USB Charger Kit GoPro Fusion. Electronics. Camera & Photo. Newmowa.
I: Cable Matters 2-Pack, Gold Plated 3.5mm Stereo Audio Cable in Black 3 Feet. Electronics. Accessories & Supplies. Cable Matters.
J: MSI A88X-G45 GAMING ATX DDR3 2400 NA Motherboards. Electronics. Computers & Accessories. MSI.
K: Valentine’s Day Gifts, Do Not Disturb I'm Playing Games Socks, Novelty Cotton Ankle Gaming Socks for Game Lovers Mens Womens. Sports & Outdoors. Fan Shop...
L: Nikon 25624 EG-CP14 Audio/Video Cable. Electronics. Accessories & Supplies. Nikon.
M: Smith Sidekick Snow Goggles. Sports & Outdoors. Outdoor Recreation. Smith Optics.
N: 62mm Pro Series Snap On Lens Cap For Sigma 18-200mm f/3.5-6.3 II DC OS HSM Lens, Sigma 105mm f/2.8 EX DG OS Macro Lens, Sigma...
O: Modern Home ILLUMINA-White. Home & Kitchen. Home Dcor. Modernhome.
P: Moeller Marine, Below Deck Permanent Fuel Tank, for Boats Built After 2011. Sports & Outdoors. Sports & Fitness. Moeller Marine.
Q: Think Tank Photo Hubba Hubba Hiney. Electronics. Camera & Photo. Think Tank.
R: Water Gear Latex Swim Cap. Sports & Outdoors. Sports & Fitness. Water Gear.
S: HTS 230E1 11" Full Tang Tanto Knife with Fire Starter. Sports & Outdoors. Sports & Fitness. HTS.
T: DEFEET Men's Aerator Banana Bike Sock. Sports & Outdoors. Outdoor Recreation. DEFEET.
Answer: D