Instruction: Rank the items in options and predict the user's next purchase from the listed options by analyzing her historical purchases.

Input:
1st: Split King Solid Blue Wrinkle-Free Microfiber Sheet Set, deep pocket, 95gsm, 100% Microfiber. Home & Kitchen. Bedding. Royal Hotel.
2nd: DynastyMattress S-Cape 2.0 Adjustable Beds Set Sleep System Leggett & Platt, With Luxury 12-Inch Gel Memory Foam Mattress ( SPLIT-KING). Home & Kitchen. Furniture. Dynasty Mattress...
3rd: Oster 4208 Inspire Electric Wine Opener with Wine Chiller, Stainless Steel. Home & Kitchen. Kitchen & Dining. Oster.
4th: DHP Twin-Over-Full Bunk Bed with Metal Frame and Ladder, Space-Saving Design, Black. Home & Kitchen. Furniture. DHP.
5th: Home Leaf Print Accent Parson Side Chairs (Set of 2). These accent chairs can add interest to a bland living room or dining room. Leaf...
6th: Safavieh Hudson Collection NoHo Tufted Brown Leather Large Storage Bench. Home & Kitchen. Furniture. Safavieh.
7th: Turner Lift Top Coffee Table -. Home & Kitchen. Furniture. Weicheng (HK) Industrial Trade Co Ltd.
8th: TV and DVD / Monitor Swivel Stand, Black (25"W x 14"D x 5-1/2"H) with free Remote Control Organizer. Home & Kitchen. Furniture. Woodform.
9th: Home Dynamix HD602J-530 Royalty Clover Area Rug 43"x62", Border Brown/Blue. Home & Kitchen. Home Dcor. Home Dynamix.
10th: SureFit  Quilted Chair Pet Throw/Slipcover, Taupe. Home & Kitchen. Home Dcor. Surefit.
11th: Linteum Textile (12-Pack, 24x48 in, White) Hotel-Quality BATH TOWELS, 100% Soft Cotton. Home & Kitchen. Bath. Linteum Textile Supply.
12th: CVLIFE 800watt Mini Handheld Steamer Fast-heating Perfect for Home and Travel. Home & Kitchen. Irons & Steamers. CVLIFE.
13th: Toter 025564-R1GRS Residential Heavy Duty 2-Wheeled Trash Can with Attached Lid, 64-Gallon, Greenstone. Home & Kitchen. Storage & Organization. Toter.
14th: MyGift Decorative Freestanding Beige Woven Bamboo 4 Panel Hinged Privacy Screen Portable Folding Room Divider. Home & Kitchen. Furniture. MyGift.
15th: Subrtex Stretch Dining Room Chair Slipcovers (2, Chocolate Jacquard). Home & Kitchen. Home Dcor. Subrtex.
16th: Kiera Grace Maya Picture Frame, 8 by 10 Inch, Weathered White Beachwood. Home & Kitchen. Home Dcor. Kiera Grace.
17th: Brentwood Originals Indoor/Outdoor Chair Cushion Brentwood, Manu Bay Buff, 1 piece. Home & Kitchen. Kitchen & Dining. Brentwood Originals.
18th: Chicago Cutlery Elston 16pc Block Set. Home & Kitchen. Kitchen & Dining. Chicago Cutlery.
19th: Worcester Christmas Wreath Classic 3-Candle Christmas Centerpiece. Home & Kitchen. Seasonal Dcor. Worcester Wreath.
20th: Lenox 65-Piece French Perle Flatware Set. Home & Kitchen. Kitchen & Dining. Lenox.

Options:
A: adidas Performance Men's Team Issue Fitted Shorts. Sports & Outdoors. Sports & Fitness. adidas.
B: Cold Steel 21TTXLS Talwar Serrated Knife, 5 1/2-Inch. Sports & Outdoors. Sports & Fitness. Cold Steel.
C: Lifesmart ZCHT1001US Zone Series 4 Element Infrared Heater, Black. Home & Kitchen. Heating, Cooling & Air Quality. LifeSmart.
D: Kodak Easyshare M1020 10-Inch Digital Frame. Electronics. Camera & Photo. Kodak.
E: Samsung 2.1 Channel 290 Watt Soundbar with Wireless Subwoofer, Bluetooth, HDMI, USB, Optical Audio - HW-HM45C - FREE HDMI CABLE. Electronics. Home Audio. Samsung.
F: Goodia 400/600Grit Pocket Knife Sharpener, Double Sided Diamond Kitchen Knife Sharpener Outdoor Camping Sharpening Tool. Home & Kitchen. Kitchen & Dining. Goodia.
G: Hogue 79570 Scrimshaw Grips, Ivory Cowboy Panels, XR3 Blackhawk/Vaquero. Sports & Outdoors. Sports & Fitness. Hogue.
H: 2 COBRA CXT237 MicroTalk 20 Mile FRS/GMRS 22 Channel Walkie Talkie 2-Way Radios. Electronics. Portable Audio & Video. Cobra.
I: Blaster X-Fi Titanium Fatal1ty P (REFURBISHED). Electronics. Computers & Accessories. Creative Labs.
J: Flat Attack Tire Sealer. Sports & Outdoors. Outdoor Recreation. Flat Attack.
K: SHIMANO FD 3503 Sora Front Derailleur (Black, 34.9 mm 3x9 Speed). Sports & Outdoors. Outdoor Recreation. SHIMANO.
L: The Pioneer Woman Flea Market Kitchen Towels, Oven Mitt, Pot Holder 4 Piece Set. Home & Kitchen. Kitchen & Dining. The Pioneer Woman.
M: Chicology Adjustable Sliding Panels, Cut to Length Vertical Blinds, French Primrose (Natural Woven) - Up to 80"W X 96"H. Home & Kitchen. Home Dcor. CHICOLOGY.
N: Spyderco Street Beat Micarta Plain Edge Knife, Black. Sports & Outdoors. Sports & Fitness. Spyderco.
O: Metallic Garland (gold, green, purple) Party Accessory  (1 count) (1/Pkg). Home & Kitchen. Event & Party Supplies. Beistle.
P: FYY Case for iPad Mini 4 - [Super Functional Series] Premium PU Leather Case with Card Slots, Note Holder, Hand Strap and Elastic Strap for...
Q: Injinji Unisex Run Lightweight Mini-Crew Coolmax 3 Pair Pack. Sports & Outdoors. Sports & Fitness. Injinji.
R: Oster 0.7-Cubic Foot, 700-Watt Countertop Microwave Oven (OGT6701). Home & Kitchen. Kitchen & Dining. Oster.
S: ONSON Portable Bluetooth Speakers,Allspark Cube Wireless Stereo Led Light speaker,Support TF Card FM Radio,for iPhone iPad,Home Outdoor Party Picnic. Electronics. Portable Audio & Video. ONSON.
T: ASUS ET2324IUT-C2 All-in-One Desktop 23-inch 10-point touch Windows 8.1 Intel 4th Gen i5 8GB DDR3 2TB HDD. Electronics. Computers & Accessories. Asus.
Answer: M