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

Input:
1st: Dyson DC34 Handheld. Home & Kitchen. Vacuums & Floor Care. Dyson.
2nd: Shop Bedding Ruffled Bed Skirt (Twin, Gold) 14 Inch Drop Dust Ruffle with Platform, Wrinkle and Fade Resistant - by Harmony Lane (Available in all...
3rd: BOBKONA Austin 3-Piece Reversible Sectional with Ottoman Sofa Set, Charcoal. Home & Kitchen. Furniture. BOBKONA.
4th: Vickerman 9' Christmas Light Garland with 300 Multi-Color Mini Lights - Green Wire. Home & Kitchen. Seasonal Dcor. Vickerman.
5th: Homelegance 9636CC-3 Laurelton Textured Plush Microfiber Motion Reclining Sofa, Gray. Home & Kitchen. Furniture. Homelegance.
6th: Boss Office Products B1016-BE Any Task Mid-Back Task Chair with No Arms in Blue. Home & Kitchen. Furniture. Boss Office Products.
7th: DecoBros 2 Tier Mesh Sliding Cabinet Basket Organizer Drawer,Silver. Home & Kitchen. Kitchen & Dining. Deco Brothers.
8th: (2 Pack) 22 oz. Stainless Steel Dredge Salt / Sugar / Spice / Pepper Shaker. Home & Kitchen. Kitchen & Dining. ChefLand.
9th: Creative Home Ideas Ombre Textured Shower Curtain with Beaded Rings, Lime. Home & Kitchen. Bath. Creative Home Ideas.
10th: InterDesign Chevron Fabric Closet Organizer - 16 Compartment Dresser Drawer Storage for Underwear, Socks, Tights or Belts, Taupe/Natural. Home & Kitchen. Storage & Organization. InterDesign.
11th: Decorative Pair of Traditional Leaf Design Standard Round Arm Caps (Burgundy). Home & Kitchen. Home Dcor. Classic Home Store.
12th: La Crosse Technology WT-5220U-IT Projection Alarm Clock with Indoor/Outdoor Temperature. Home & Kitchen. Home Dcor. La Crosse Technology.
13th: Accmor 11 Piece Stainless Steel Measuring Spoons Cups Set, Premium Stackable Tablespoons Measuring Set for Gift Dry Liquid Ingredients Cooking Baking. Home & Kitchen. Kitchen...
14th: Seville Classics Expandable Under-Sink Shelf with steel Perforated Panels. Home & Kitchen. Kitchen & Dining. Seville Classics.

Options:
A: Home Styles 5004-94 Kitchen Island, Distressed Oak Finish. Home & Kitchen. Furniture. Home Styles.
B: Elara PA-2846 Economy Disposable Poly Apron, 28"x 46", 0.7 mil plastic, White, Indvidually Wrapped (Box of 100). Home & Kitchen. Kitchen & Dining. Elara.
C: Incipio Zipper Case for Kindle Fire HDX 7 Inch Tablet - Metallic Gold (Does NOT Fit Earlier Models). Electronics. Computers & Accessories. Incipio.
D: Bluewave Bullet Premium Sports Water Bottle Straw – 1 Liter (34 oz) Tritan BPA Free Reusable Hydration Bottle Gym/Fitness. Sports & Outdoors. Sports & Fitness...
E: NFL Indianapolis Colts 20oz Insulated Acrylic Tumbler Set of 2. Sports & Outdoors. Fan Shop. Duck House.
F: 21 Pack Wholesale Space Saver Bag Vacuum Storage Bags - 1 Jumbo, 3 Xlarge, 5 Large, 5 Med, 4 Travel Bag in Two Size, 1...
G: BILIFUN Portable Wireless Bluetooth Speaker with Superior Sound ,Enhanced Bass ,12 Hours Playtime,with Built-in Mic, FM Radio,MP3 Alarm Clock,Black. Electronics. Portable Audio & Video. BILIFUN.
H: MontoPack Bamboo Wooden Toothpicks |1000-Piece Large Wood Round Toothpicks in Clear Plastic Storage Box | Sturdy Safe Double Sided Party, Appetizer, Olive, Barbecue, Fruit, Teeth...
I: Swimming Octopus Key Hook. Home & Kitchen. Storage & Organization. SPI Home.
J: BUILT Neoprene Kindle Slim Sleeve Case, Vine, fits Kindle Paperwhite, Touch, and Kindle. Electronics. eBook Readers & Accessories. Built.
K: Intcrown QY7 Mini Lightweight Wireless Stereo Sports (running, GYM,exercise)Bluetooth Earbuds Headphones Headsets With Microphone for iPhone 6,6 Plus,5,5S and Android Smartphones,English Voice Prompt (Black+Green). Electronics...
L: Billingham SP15 Leather Shoulder Pad 1.5" Wide, Tan. Electronics. Camera & Photo. Billingham.
M: pH Revive Alkaline Water Filter Bottle & Carry Case - Water Purifier Bottle - Alkaline Water Ionizer - Filter Water Bottle - Water Filtration System,...
N: Westclox 70045 Smart Backlight Alarm Clock, Silver. Home & Kitchen. Home Dcor. Westclox.
O: Nikon AF-S NIKKOR 35mm f/1.8G ED Fixed Zoom Lens with Auto Focus for Nikon DSLR Cameras. Electronics. Camera & Photo. Nikon.
P: This is Ground Cord Taco, 5-Pack  (Assorted). Electronics. Accessories & Supplies. This Is Ground.
Q: ChefLand Asian/Chinese Melamine Ladle Style Soup Spoon, White, 12-Pack. Home & Kitchen. Kitchen & Dining. ChefLand.
R: Google Nexus 7 2013 Keyboard Case - Poetic Google Nexus 7 2013 Case [KeyBOOK Series] - [Bluetooth Keyboard] PU Leather Protective Wireless Keyboard Folio Case...
S: Sennheiser HD 219 Headphones Black. Electronics. Headphones. Sennheiser.
T: JBL GTO1514D 15-Inch Die-Cast Dual-Voice-Coil Subwoofer. Electronics. Car & Vehicle Electronics. JBL.
Answer: A