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: Black and Decker 18V Cordless Pivoting Hand Vac. Home & Kitchen. Vacuums & Floor Care. BLACK+DECKER.
2nd: Metal 2-piece Vanity Set Black and Clear. Home & Kitchen. Furniture. Coaster Home Furnishings.
3rd: Large Clear Cutting Board With Lip - 14 x 19 Inches - Durable Textured Acrylic Protector With Non Slip Feet - Made in the USA...
4th: AsSeenOnTV.com Wraptastic Food Wrap Dispenser, White, 14x3x5. Home & Kitchen. Kitchen & Dining. AsSeenOnTV.com.
5th: Lasko 5309 Electronic Oscillating Tower Heater, Digital Controls. Home & Kitchen. Heating, Cooling & Air Quality. Lasko.
6th: West Bend 84915B Versatility Slow Cooker with Insulated Tote and Transport Lid, 5-Quart, Blue (Discontinued by Manufacturer). Home & Kitchen. Kitchen & Dining. West Bend.
7th: Sistema KLIP IT Utility Collection Deli Storer Plus Food Storage Container, 59.0 oz./1.7 L, Clear/Blue. Home & Kitchen. Kitchen & Dining. Sistema.
8th: Utopia Towels 21 by 34 Inches Washable Cotton Banded Bath Mat, 2 Pack, Sage Green. Home & Kitchen. Bath. Utopia Towels.
9th: Rachael Ray Hard Anodized II Nonstick 3-Quart Covered Oval Sauté, Gray with Orange Handle. Home & Kitchen. Kitchen & Dining. Rachael Ray.
10th: Proctor Silex 12-Cup Coffee Maker (43602). Home & Kitchen. Kitchen & Dining. Proctor Silex.
11th: Goo Gone Coffee Maker Cleaner, 8 Fluid Ounce. Home & Kitchen. Kitchen & Dining. Goo Gone.
12th: Lynk Professional Organizer with Pull Out Under Cabinet Sliding Shelf, 11" W x 21" D x 4" H, Chrome. Home & Kitchen. Kitchen & Dining...
13th: Black & Decker PVF110 Filter for PHV1810 Pivot Vac - Cordless. Home & Kitchen. Vacuums & Floor Care. Black & Decker.
14th: Final Touch FTA1880-7 Silicone Glass Drying Mat, Black. Home & Kitchen. Kitchen & Dining. Final Touch.
15th: Optimum Technologies Lok Lift Rug Gripper for Runners, 4 Inch by 25 Feet. The original slip resistant rug solution. Home & Kitchen. Home Dcor. Optimum...
16th: MelonBoat Expandable Silicone & Metal Trivet Mat, Hot Pot Holder Pads, 6.3" Square Green, Set of 4. Home & Kitchen. Kitchen & Dining. MelonBoat.
17th: RSVP Endurance Butter Slicer in Stainless Steel. Home & Kitchen. Kitchen & Dining. RSVP International.
18th: Cuisinart CTG-00-9TNG 9-Inch Tongs. Home & Kitchen. Kitchen & Dining. Cuisinart.
19th: FoodSaver FSFSBF0526-P00 8-Inch Roll Two-pack, 20 Feet Long. Home & Kitchen. Kitchen & Dining. FoodSaver.
20th: Honeywell HCE100B Heat Bud Ceramic Heater Black Energy Efficient Space Saving Portable Personal Heater With 2 Heat Settings for Home, School, Office. Home & Kitchen...
21st: Chef Remi's Latest Kitchen Scissors - Multi Purpose Utility Shears for Chicken, Poultry, Fish, Meat, Vegetables, Herbs, and BBQ As Sharp As Any Knife and...
22nd: Kiera Grace Reagan Picture Frame, Set of 2, Black. Home & Kitchen. Home Dcor. Kiera Grace.
23rd: LDR Toilet Brush and Can White Finish 2 Pack. Home & Kitchen. Bath. LDR Industries.
24th: Trudeau 09607081A Porcelain Butter Boat, White. Home & Kitchen. Kitchen & Dining. Trudeau.
25th: BangRui Smooth Soft Edge Electric Can Opener with One-Button Start and One-Button Manual Stop (Red). Home & Kitchen. Kitchen & Dining. BangRui.
26th: EZSTAX Closet Organizer and Shirt Folder | Regular Size, 20-Pack. Home & Kitchen. Storage & Organization. EZSTAX.
27th: Latent Epicure Battery Operated Salt and Pepper Grinder Set (Pack of 2 Mills) - Complimentary Mill Rest | LED Light | Adjustable Coarseness |. Home...
28th: Premium Christmas Ornament storage Box with Lid - 3-inch Compartment, Storage Container Keeps 64 Holiday Ornaments and Xmas Accessories - Tear Proof 600D Oxford Fabric...
29th: Sodynee Foldable Cloth Storage Cube Basket Bins Organizer Containers Drawers, 6 Pack, Beige. Home & Kitchen. Storage & Organization. Sodynee.
30th: Nestl Bedding Pleated Bed Skirt - Luxury Microfiber Dust Ruffle, 14” Tailored Drop, Queen, Camel. Home & Kitchen. Bedding. Nestl Bedding.
31st: SALBAKOS Hand Towels for Bathroom, White Cotton, 6 Bulk Pack, 100 Percent Genuine Turkish Cotton, Luxury Hotel and Spa Quality, 700gsm OEKO-TEX Organic Eco-Friendly, (White)...
32nd: Grandeur Hospitality 100% Cotton Wash Cloths 24 Pack. Home & Kitchen. Bath. Grandeur.

Options:
A: BladesUSA AS-003 Multi-Function Compass. Sports & Outdoors. Sports & Fitness. BladesUSA.
B: Under Armour Men's AF Core FZ Hoodie. Sports & Outdoors. Sports & Fitness. Under Armour.
C: Sony Alpha NEX NEX5A/B Digital Camera with Interchangeable Lens (Black). Electronics. Camera & Photo. Sony.
D: Ergonomic Hand Pedals for the MagneTrainer Pedal Exerciser . Sports & Outdoors. Sports & Fitness. MagneTrainer.
E: CONDOR Double M4/M16 Open-Top Mag Pouch. Sports & Outdoors. Sports & Fitness. CONDOR.
F: Belkin Leather Folio Case for 80/120 GB iPod classic (Black). Electronics. Computers & Accessories. Belkin.
G: Gateway NE52203u 15.6-Inch Laptop (1.4 GHz AMD E1-2500 Processor, 4GB DDR3L, 500GB HDD, Windows 8) Silky Silver. Electronics. Computers & Accessories. Gateway.
H: BISSELL DeepClean Lift-Off Full Sized Carpet Cleaner, 66E1. Home & Kitchen. Vacuums & Floor Care. Bissell.
I: Dash Rapid Egg Cooker: 6 Egg Capacity Electric Egg Cooker for Hard Boiled Eggs, Poached Eggs, Scrambled Eggs, or Omelets with Auto Shut Off Feature...
J: KittAmor 3 Quart Julia Whistling Stainless Tea Kettle, Red. Home & Kitchen. Kitchen & Dining. KittAmor.
K: BriaUSA Kids Baby Clothes Hangers Blue Steel Hooks –Ultra Slim, Sturdy Saves You Extra Space – Set of 10. Home & Kitchen. Storage & Organization...
L: Staub 3-quart Cast Iron Tomato Cocotte. Home & Kitchen. Kitchen & Dining. Staub.
M: Apple Remote Control for iPod (White)  (Discontinued by Manufacturer). Electronics. Accessories & Supplies. Apple.
N: Survivor HK-56141 Series Fixed Blade Survival Knife, Black Sawback Blade, 14-1/4-Inch Overall. Sports & Outdoors. Sports & Fitness. Survivor.
O: Set of 2 Mini French Spring Coil Whisks, 7 Inch. Home & Kitchen. Kitchen & Dining. CCraft.
P: Plano 3500-22 Double-Sided Tackle Box. Sports & Outdoors. Sports & Fitness. Plano.
Q: Eathtek Replacement CPU Cooling Fan with Heatsink for HP Pavilion DV6-6000 DV6-6C dv6t-6000 CTO dv6-6b00 dv6t-6b00 CTO DV7-6000 650847-001 665277-001 (Only fit the laptop with...
R: Sapphire Radeon HD4850 X2 2GB DDR3 Dual DVI / TVO PCI-Express Graphics Card. Electronics. Computers & Accessories. Sapphire Technology.
S: The Gerson Company "B LED Lighted Metal Letter with Rustic Brown Finish. Home & Kitchen. Home Dcor. The Gerson Company.
T: Lipper International 1188 Acacia Oblong Salad Servers, 12" Long, One Pair. Home & Kitchen. Kitchen & Dining. Lipper International.
Answer: I