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

Input:
1st: Original Blackout Pleated Paper Shade Black, 48” x 72”, (Pack of 6). Home & Kitchen. Home Dcor. Redi Shade.
2nd: Home Basics PH10975 Birdsong Collection Paper Towel Holder, Brown. Home & Kitchen. Kitchen & Dining. Home Basics.
3rd: Frostfire Mooncandles Weatherproof Outdoor & Indoor Color Changing Candles with Remote Control & Timer, 3 Count. Home & Kitchen. Home Dcor. Frostfire.
4th: DecoBros Coffee Pod Storage Mesh Nespresso Drawer holder for 56 Capsules, Black. Home & Kitchen. Kitchen & Dining. Deco Brothers.
5th: InterDesign Twigz Soap and Lotion Dispenser Pump, for Kitchen or Bathroom Countertop- Vanilla/Bronze. Home & Kitchen. Bath. InterDesign.
6th: ANTONI BARCELONA Large Wine Glass - Unique Hand Painted Gifts for Women, Men, Wedding, Anniversary, Couples, Engagement (1). Home & Kitchen. Kitchen & Dining. ANTONI...
7th: Premium Quality Corkscrew and Wine Stopper Set. Home & Kitchen. Kitchen & Dining. Kitchen Winners.
8th: Thirstystone Bamboo and Faux Leather Ambiance Coasters, Multicolor. Home & Kitchen. Kitchen & Dining. Thirstystone.
9th: Home Basics Birdsong Collection Napkin Holder, Small. Home & Kitchen. Kitchen & Dining. Home Basics.
10th: Charleston Bay Square Sham Stuffer Pillow. Home & Kitchen. Bedding. Charleston Bay.
11th: DII Sheer Lace Decorative Curtain Panels For Bedroom, Living Room, Large Windows, Tall Ceilings, Large and Wide windows, Set of 2, 50 x 96"- White...

Options:
A: Epic 99-013 12" Crystal Clear Acrylic Bottle Stopper Display Rack for 10. Home & Kitchen. Kitchen & Dining. Epic.
B: Prodyne Forever Clear Polycarbonate 8 Ounce Martini Glass, Set of 6. Home & Kitchen. Kitchen & Dining. Prodyne.
C: YUE Home Textile Linen Waffle Blanket, Throw, Grey. Home & Kitchen. Bedding. YUE Home Textile.
D: DII Sheer Lace Decorative Curtain Panels For Bedroom, Living Room, Guest Room, or Formal Sitting Areas, Light & Airy To Filter Sunlight Into Room, (Set...
E: HUION H610 Graphics Drawing Tablet + Anti-fouling Glove + 15 Inch Wool Felt Liner Bag. Electronics. Computers & Accessories. HUION.
F: Department 56 Dr. Seuss Horton Hears a Who Hanging Ornament. Home & Kitchen. Home Dcor. Department 56.
G: WiserElecton Side Open Skeleton Housing For GoPro Hero4 Hero3+ Hero 3 cameras With Bacpac Touched Panel LCD Screen Protective backdoor and lens. Electronics. Camera &...
H: Pfaltzgraff Ceramic Mug with Silicone Lid (14-Ounce, Poppies). Home & Kitchen. Kitchen & Dining. Pfaltzgraff.
I: Belkin Universal Rev Sleeve for Tablet 10in (Grey/Coral). Electronics. Computers & Accessories. Belkin.
J: Zober Mesh Shower Caddy Organizer Tote for Bathroom | Dorm and Gym Shower Caddy Bag | 9 Compartments (Pink ). Home & Kitchen. Bath. ZOBER.
K: LA Linen™ 58 by 58-Inch Square / Damask Taffeta Table Overlay / Pack of 1 / Black On White. Home & Kitchen. Kitchen & Dining...
L: AEGISMAX Compression Stuff Sack Compression Sleeping Bag Stuff Sack 6L/10L/14L/20L/30L. Sports & Outdoors. Outdoor Recreation. AEGISMAX.
M: Eton FR250 Emergency Crank Radio Metallic Silver (Discontinued by Manufacturer). Electronics. Portable Audio & Video. Eton.
N: K-Edge Chain Catcher - Clamp-type. Sports & Outdoors. Outdoor Recreation. K-Edge.
O: Axiom Appalachian Rear Pannier (1220 Cubic Inches, Black with Silver Reflective Trim). Sports & Outdoors. Outdoor Recreation. Axiom.
P: Croscill Galleria Queen 4-Piece Comforter Set. Home & Kitchen. Bedding. Croscill.
Q: Fireplace Mantle with Stockings to Personalize Christmas Ornament (Family of 3) - Calliope Designs - 5.5" Tall - Free Customization. Home & Kitchen. Seasonal Dcor...
R: Decodyne Wildlife Series Coffee Mug (Frog). Home & Kitchen. Kitchen & Dining. Decodyne.
S: Memorex 15404001 Music CD-R DA, 80 Minute, 700 MB 40x ( 30-Pack Spindle) (Discontinued by Manufacturer). Electronics. Accessories & Supplies. Memorex.
T: AFUNTA New Waterproof SJ4000 Helmet Sports DV 1080P Full HD H.264 12MP Car Recorder Diving Bicycle Action Camera 1.5 Inch LCD 170¡ãWide Angle Lens Outdoor...
Answer: D