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

Input:
1st: JinStyles Accent Decorative Throw Pillow Cover, Square, Chevron, Blue, 18 x 18, 1 Cover. Home & Kitchen. Bedding. JinStyles.
2nd: HLC.ME 2 Piece Semi-Sheer Voile Window Curtain Grommet Panels for Bedroom & Living Room - (54" W x 84" L, Sage Green). Home & Kitchen...
3rd: LORRAINE HOME FASHIONS Carnivale 53-inch x 84-inch Blackout Panel, Chocolate. Home & Kitchen. Home Dcor. Lorraine Home Fashions.
4th: Ohuhu Acrylic Makeup Cosmetics Organizer with 3 Drawers, 9.4 by 7.5 Inch. Home & Kitchen. Bath. Ohuhu.
5th: Mainstays Twin over Twin Wood Bunk Bed. Home & Kitchen. Furniture. Mainstay.
6th: Luyue Vintage Artificial Peony Silk Flowers Bouquet Home Wedding Decoration,Dark Pink. Home & Kitchen. Home Dcor. Luyue.
7th: Sage Green"Be Still" Verse Mug. Home & Kitchen. Kitchen & Dining. Christian Art Gifts.
8th: Malden International Designs Sun Washed Words Grandma Cream Distressed Picture Frame, 4x6, Cream. Home & Kitchen. Home Dcor. Malden International Designs.
9th: Ashley Furniture Signature Design - Vennilux Coffee Table - Cocktail Height - Rectangular - Bisque. Home & Kitchen. Furniture. Signature Design by Ashley.
10th: DHP Canopy Bed with Sturdy Bed Frame, Metal, Twin Size - White. Home & Kitchen. Furniture. DHP.
11th: Christmas Advent Candle Set (Set of 4) - Made in the U.S.A. Home & Kitchen. Home Dcor. Vermont Christmas Company.
12th: Scentiments GRANDMA Gift Candle Cinnamon Scented Fragrance 16oz. Home & Kitchen. Home Dcor. Scentiments.

Options:
A: Zibay Micro USB Sync Cable for Android and Windows Smartphones - 3 Feet, 3 Pack. Electronics. Computers & Accessories. ZiBay.
B: Tea Tree Therapy Cinnamon Toothpicks (1x100 CT). Home & Kitchen. Kitchen & Dining. Tea Tree Therapy.
C: Incase CL58054 Point and Shoot Pouch (Black). Electronics. Camera & Photo. Incase Designs.
D: Marker Gillette Bib Pant - Men's. Sports & Outdoors. Outdoor Recreation. Marker.
E: 2018 Surface Laptop 2 13.5" Sleeve, Evecase Reinforced Shockproof Laptop Chromebook Bag Case with Accessory Pocket for Microsoft Surface Book/Laptop 2 / Pro / 3.5inch...
F: LUXEHOME High Quality Heat Insulation Dinning Room Table Placemats, Assorted Styles, Set of 8 (CD2220 Light Coffee). Home & Kitchen. Kitchen & Dining. Luxehome.
G: Antero Metal Alarm Clock (Brushed Silver). Home & Kitchen. Home Dcor. TimeWise.
H: for JBL Charge 3 Bluetooth Speaker Hard Case (Not for Wall Charger ) by co2CREA. Electronics. Portable Audio & Video. Co2Crea.
I: CHUYI Cool Sport Car Shape 2.4Ghz Wireless Mouse 3 Button 1600DPI High Tracking Speed Optical Mouse Gaming Mice USB Receiver for PC Laptop Computer (Black)...
J: Safavieh Anatolia Collection AN540B Handmade Traditional Oriental Brown and Beige Wool Area Rug (9' x 12'). Home & Kitchen. Home Dcor. Safavieh.
K: DIGISTOR External Blu-ray Burner without Software USB 2.0 (Tray Load). Electronics. Computers & Accessories. DIGISTOR.
L: South Shore 3560043 Imagine Collection TV Stand/Storage Unit, Pure White. Home & Kitchen. Furniture. South Shore.
M: Valley Enterprises Radio Shack GRE Whistler FTDI USB Scanner Programming Cable 20-546. Electronics. Security & Surveillance. Valley Enterprises.
N: Make America Great Again - Donald Trump 2016 Campaign Cap Hat. Sports & Outdoors. Sports & Fitness. Oliasports.
O: SanDisk 8 GB Class 4 SD Flash Memory Card - 2 Pack With Everything But Stromboli (tm) MicroFiber Cleaning Cloth. Electronics. Computers & Accessories. SanDisk.
P: Knights Bridge Global CM105 Local PME Electric Chocolate Melting Pot. Home & Kitchen. Kitchen & Dining. Knights Bridge Global.
Q: Cotton Craft - Solid Color Jute Table Runner 13x72 - Natural- Perfect Accessory to Dress Up Your Dinner Table - Made from 100% Jute -...
R: BIA Cordon Bleu White Porcelain Butter Box with Lid- 5.5 x 3 inch. Home & Kitchen. Home Dcor. BIA.
S: Whetstone Cutlery The Vermillion Survival Knife and Kit with Sheath Knife, Black. Sports & Outdoors. Outdoor Recreation. Whetstone Cutlery.
T: SquareTrade 4-Year TV Protection Plan ($450-499.99). Electronics. Electronics Warranties. SquareTrade.
Answer: Q