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: Leifheit 3086 Vario Board Cutting Board. Home & Kitchen. Kitchen & Dining. Leifheit.
2nd: Green Toys 16 Piece Salad Set. Home & Kitchen. Kitchen & Dining. Green Toys.
3rd: OXO Good Grips Ratcheting Pineapple Slicer. Home & Kitchen. Kitchen & Dining. OXO.
4th: OXO - Good Grips Press-Sure Corner Shower Caddy - Suction Bath Accessory for All Surfaces. Home & Kitchen. Bath. OXO.
5th: Freshware CB-116RD 30-Cavity Silicone Mold for Chocolate, Candy, Cookie, Gummy, and More. Home & Kitchen. Kitchen & Dining. Freshware.
6th: Black & Decker TR3340S 2-Slice Toaster, Silver. Home & Kitchen. Kitchen & Dining. Black & Decker.
7th: Francois et Mimi Stainless Steel Coffee Mug Tree Holder, Holds 4-6 Mugs, Depending on Size. Home & Kitchen. Kitchen & Dining.
8th: Sunbeam Heated Mattress Pad | Quilted Polyester, 10 Heat Settings, Twin. Home & Kitchen. Bedding. Sunbeam.
9th: OXO Good Grips SimplyPull Napkin Holder. Home & Kitchen. Kitchen & Dining. OXO.
10th: Farberware High Performance Nonstick Aluminum 17-Piece Cookware Set, Red. Home & Kitchen. Kitchen & Dining. Farberware.
11th: Rowenta DW5197 Partner of Fashion Focus Steam 1725-Watt Micro Steam Iron with Stainless Steel Soleplate, 400-Hole, Purple. Home & Kitchen. Irons & Steamers. Rowenta.
12th: Dirt Devil SD30060 Jag 3 Multi Bagged Canister with Turbo Floor Tool. Home & Kitchen. Vacuums & Floor Care. Dirt Devil.
13th: Zojirushi NS-TSC18 Micom Rice Cooker and Warmer – 1.8 Liters. Home & Kitchen. Kitchen & Dining. Zojirushi.
14th: Hamilton Beach 31105D Countertop Oven with Silver, Black, Large. Home & Kitchen. Kitchen & Dining. Hamilton Beach.
15th: Keystone KSTFF100ABN Flower Fan with Interchangeable Heads, 10-Inch, Blue/Green. Home & Kitchen. Heating, Cooling & Air Quality. Keystone.
16th: New Miele Compact C2 Onyx Canister Vacuum PowerLine, Obsidian Black - Corded. Home & Kitchen. Vacuums & Floor Care. Miele.
17th: Food & Wine For Gorham Oval Baker, Large. Home & Kitchen. Kitchen & Dining. Food & Wine Collection for Gorham.
18th: Rabbit Champagne Opener Pliers (Velvet Gray). Home & Kitchen. Kitchen & Dining. Rabbit.
19th: Best Home Fashion Thermal Insulated Blackout Curtains - Stainless Steel Nickel Grommet Top - Grey - 52"W x 63"L - (Set of 2 Panels). Home...
20th: All-Clad Textiles 100-percent Cotton Fiber Reactive Olives Print Kitchen Towel, 17-inch x 30-inch, Chili Red. Home & Kitchen. Kitchen & Dining. All Clad Textiles.
21st: Tiger JAX-T10U-K 5.5-Cup (Uncooked) Micom Rice Cooker with Food Steamer & Slow Cooker, Stainless Steel Black. Home & Kitchen. Kitchen & Dining. Tiger Corporation.
22nd: Gamesaver FPGSBF5626-000 GameSaver. Home & Kitchen. Kitchen & Dining. GameSaver.
23rd: Lenox Winter Greetings Glass Cheese Board with Knife. Home & Kitchen. Kitchen & Dining. Lenox.
24th: DII Women's Adjustable Microfiber Plush Spa Bath Shower Wrap. Home & Kitchen. Bath. DII.
25th: DII Women's Adjustable Microfiber Plush Spa Bath Shower Wrap. Home & Kitchen. Bath. DII.
26th: DII Women's Adjustable Microfiber Plush Spa Bath Shower Wrap. Home & Kitchen. Bath. DII.
27th: Lenox Adorn Low Bowl, White. Home & Kitchen. Kitchen & Dining. Lenox.
28th: Joseph Joseph 10110 Multi-Peel Y-shaped Julienne Peeler Easy Grip Handles Stainless Steel Blade for Kitchen Vegetable Fruit, Orange. Home & Kitchen. Kitchen & Dining. Joseph...
29th: Georgia-Pacific 54527 Dixie Ultra Black Tabletop Interfold Napkin Dispenser, (Formerly EasyNap), 300 Napkin Capacity, 1 Dispenser. Home & Kitchen. Kitchen & Dining. Georgia-Pacific.
30th: Classic Brands Memory Foam 2-Inch Mattress Topper, Full. Home & Kitchen. Bedding. Classic Brands.
31st: Zinus Cool Gel Memory Foam 5 Inch Sleeper Sofa Mattress, Replacement Sofa Bed Mattress, Twin. Home & Kitchen. Furniture. Zinus.
32nd: InterDesign Aldo Fabric Closet Storage Organizer for Shoes, Sandals, Slippers, Flats - Over Door, 16 Pockets, Gray. Home & Kitchen. Storage & Organization. InterDesign.
33rd: OXO Good Grips Tri-Ply Stainless Steel Pro 4QT Covered Skillet. Home & Kitchen. Kitchen & Dining. OXO.
34th: Skip Hop Zoo Kids Insulated Lunch Box, Snazzy Shark, 9"x3.25"x7.5", Blue. Home & Kitchen. Kitchen & Dining. Skip Hop.
35th: Samsung  POWERbot SR2AJ9040W Wi-Fi Robot Vacuum, Works with Alexa. Home & Kitchen. Vacuums & Floor Care. Samsung.
36th: OXO Good Grips Tri-Ply Stainless Steel Pro 5QT Covered Wok with Helper Handle. Home & Kitchen. Kitchen & Dining. OXO.
37th: InterDesign Kitchen Lazy Susan Pantry Cabinet Binz. Home & Kitchen. Kitchen & Dining. InterDesign.
38th: Zinus Traveler Deluxe Folding Memory Foam Guest Bed Frame, Plus Bonus Storage Bag. Home & Kitchen. Furniture. Zinus.
39th: Cuisinart 086279087928 CPT-620 2-Slice Metal Toaster, Stainless Steel. Home & Kitchen. Kitchen & Dining. Cuisinart.
40th: InterDesign 2 Drawer Cosmetic Organizer for Vanity Cabinet to Hold Makeup, Beauty Products - White. Home & Kitchen. Bath. InterDesign.
41st: Winix HR950 5-Stage Air Cleaner. Home & Kitchen. Heating, Cooling & Air Quality. Winix.
42nd: BLACK+DECKER Prep & Blend Multi-Chopper, Black, PS2000BD. Home & Kitchen. Kitchen & Dining. Black & Decker.
43rd: Moen S3947C Modern Deck Mounted Soap Dispenser Chrome, Polished. Home & Kitchen. Bath. Moen.
44th: OmieBox - 3 Compartment Bento Lunch Box + Thermos Food Jar for Kids - Leak-Proof and Insulated - Two Temperature Zones for Hot & Cold...
45th: BELLA 13401 3.5 Liter (14.5 Cups) Electric Deep Fryer, stainless steel. Home & Kitchen. Kitchen & Dining. BELLA.
46th: BLACK+DECKER FusionBlade Blender with 6-Cup Glass Jar, 12-Speed Settings, Silver, BL1111SG. Home & Kitchen. Kitchen & Dining. Black & Decker.
47th: Essentials Swivel Mesh Task Chair with Arms - Ergonomic Computer/Office Chair (ESS-3040). Home & Kitchen. Furniture. OFM.

Options:
A: Moshi iGlaze Ultra-Thin Hard Case for MacBook Air 13 - White. Electronics. Computers & Accessories. Moshi.
B: VIMVIP 6.5 to 3.5 Adapter 6.5mm to 3.5mm Male to Female Microphone MIC/Audio Adapter (Gold). Electronics. Accessories & Supplies. VIMVIP.
C: X-Haibei 6-Cavity Square Mooncake Chocolate Cake Glycerin Soap Bar Silicone Mold Pan. Home & Kitchen. Kitchen & Dining. X-Haibei.
D: Pyrex 3 Quart 9" x 13" Blue Rectangular Plastic Lid 233-PC for Glass Baking Dish. Home & Kitchen. Kitchen & Dining. Pyrex.
E: Panasonic TC-P50S60 50-Inch 1080p 600Hz Plasma HDTV (Discontinued by Manufacturer). Electronics. Television & Video. Panasonic.
F: '47 NCAA Ohio State Buckeyes Men's 2014 BCS Football National Champions Flanker Tee. Sports & Outdoors. Fan Shop. '47.
G: Klymit Insulated Static V LITE 4-Season Sleeping Pad. Sports & Outdoors. Outdoor Recreation. Klymit.
H: Easton 2014 MAKO BB14MK BBCOR Baseball Bat (-3). Sports & Outdoors. Sports & Fitness. Easton.
I: Sierra 18-7789 Fuel Filter - Cobra EFI. Sports & Outdoors. Sports & Fitness. Sierra International.
J: G.H. Bass & Co. Men's Explorer Fancy Short Sleeve Plaid Shirt. Sports & Outdoors. Outdoor Recreation. G.H. Bass & Co.
K: Rockford Fosgate P2P3G-15 Punch P2 and P3 15-Inch Black Steel Mesh Woofer Grille. Electronics. Car & Vehicle Electronics. Rockford.
L: Rice Mold/4 Star-Heart-Triangle-Plum. Home & Kitchen. Kitchen & Dining. Kotobuki.
M: You're My Lobster Mug Inspired by Friends TV Show. Home & Kitchen. Kitchen & Dining. Artisan Owl.
N: DII 100% Cotton, Machine Washable, Dinner, Summer & Picnic Tablecloth 52 x 52", Summer Palette Check, Seats 4 People. Home & Kitchen. Kitchen & Dining...
O: AC adapter 180 Watt for Dell Precision M4800 Serie. Electronics. Computers & Accessories. Dell.
P: Panasonic Lumix DMC-TZ5S 9MP Digital Camera with 10x Wide Angle MEGA Optical Image Stabilized Zoom (Silver). Electronics. Camera & Photo. Panasonic.
Q: Turbot USB3.0VGA USB to VGA Adapter, External USB 3.0 Video Display Cable. Electronics. Computers & Accessories. Turbot.
R: DLAND Professional LED Optical 7200 DPI 7 Button USB Wired Gaming Mouse for Pro Game Notebook, PC, Laptop, Computer, Black. Electronics. Computers & Accessories. DLAND.
S: Samsung UN50JS7000 50-Inch 4K Ultra HD Smart LED TV (2015 Model). Electronics. Television & Video. Samsung.
T: Darn Tough Vermont Men's Warlock Crew Light Hiking Socks. Sports & Outdoors. Outdoor Recreation. Darn Tough.
Answer: N