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

Input:
1st: Copco 5220590 Non-Skid Pantry Cabinet Lazy Susan Turntable, 9-Inch, White/Gray, 2-Pack. Home & Kitchen. Kitchen & Dining. Copco.
2nd: Holmes Digital Bathroom Heater Fan with Pre-Heat Timer and Max Heat Output, HFH436WGL-UM. Home & Kitchen. Heating, Cooling & Air Quality. Holmes.
3rd: Easy Lift, 48-inch by 64-inch, Trim-at-Home (fits windows 28-inches to 48-inches wide) Cordless Pleated Shade, Light Filtering, Natural. Home & Kitchen. Home Dcor. Redi Shade.
4th: Decorative Wall Hooks by Spectrum. Home & Kitchen. Storage & Organization. Spectrum.
5th: White Wire Reindeer Replacement Lights - 100 Clear - 1/8" Clips. Home & Kitchen. Seasonal Dcor. LB International.
6th: KitchenAid KCH180SCKD Hard Anodized Nonstick 8.0-Quart Stockpot with Lid Cookware - Black Diamond. Home & Kitchen. Kitchen & Dining. KitchenAid.
7th: Presto 06857 16-inch Electric Foldaway Skillet, Black. Home & Kitchen. Kitchen & Dining. Presto.
8th: Utopia Towels Premium 8 Piece Towel Set (Dark Grey) - 2 Bath Towels, 2 Hand Towels and 4 Washcloths Cotton Hotel Quality Super Soft and...
9th: Grip-It Ultra Stop Non-Slip Rug Pad for Rugs on Hard Surface Floors, 10 by 14-Feet. Home & Kitchen. Home Dcor. Grip-It.
10th: Presto 07046 Tilt 'n Drain Big Griddle Cool-Touch Electric Griddle. Home & Kitchen. Kitchen & Dining. Presto.

Options:
A: Richards Homewares Wooden Stacking Risers Wood Bed Lifters, Set of 4, Honey. Home & Kitchen. Bedding. Richards Homewares.
B: Bissell PowerForce & Helix Turbo Inner and Outer Filter Set 203-7913. Home & Kitchen. Vacuums & Floor Care. Bissell.
C: Hogue S&W J Frame Round Butt Grip (Bantam Piranha G-10 G-Mascus). Sports & Outdoors. Sports & Fitness. Hogue.
D: National Tree 3 Foot Wintry Pine Collection Mailbox Swag with Red Berries, Cones and Snowflakes (WP1-813-3-1). Home & Kitchen. Seasonal Dcor. National Tree Company.
E: 5 x 1 HDMI Switch [Ultra HD 4K x 2K], FosPower 5 Ports HDMI Switcher - 3D 1080p - Includes IR Remote Control & Power...
F: Shure E3c Sound Isolating Earphones. Electronics. Headphones. Shure.
G: PETZL - RIG, Compact Self-Braking Descender. Sports & Outdoors. Outdoor Recreation. PETZL.
H: George Foreman 6-Serving Classic Plate Grill and Panini Press, Black, GR0103B. Home & Kitchen. Kitchen & Dining. George Foreman.
I: Manfrotto 055CXPRO4 Carbon Fiber 4 Section Tripod with Q90 Column and Magnesium Castings (Black). Electronics. Camera & Photo. Manfrotto.
J: Fobus Roto Holster RH Paddle GL36RP Glock 36. Sports & Outdoors. Sports & Fitness. Fobus.
K: Dolphins Underwater Poster Ocean Photo Poster Print, 36x24 Poster Print, 36x24 Poster Print, 36x24. Home & Kitchen. Wall Art. Generic.
L: Umbra Wishbone Rubber Soap Dish, White. Home & Kitchen. Bath. Umbra.
M: Mobile Edge Classic Herringbone Laptop Tote (Small) - 14.1"PC / 15"MacBook Pro. Electronics. Computers & Accessories. Mobile Edge.
N: G2V Black Neoprene Bottle Insulator Sleeve. Home & Kitchen. Kitchen & Dining. G2V.
O: Esme Infinity Neoprene Sleeve (Magenta / Orange) for Apple iPad Mini + Pocket for iPhone 5 / 5s. Electronics. Computers & Accessories. ESME.
P: Fisher-Price Kid-Tough Apptivity Case, Blue. Electronics. Portable Audio & Video. Fisher-Price.
Q: JBL GT-BassPro12 12-Inch (300mm) Car Audio Powered Subwoofer System. Electronics. Car & Vehicle Electronics. JBL.
R: Fintie iPad mini 1/2/3 Case - Folio Slim Fit Vegan Leather Case with Smart Cover Auto Sleep/Wake Feature for Apple iPad mini 1 / iPad...
S: Nyko Charge Base S - 2 Port Controller Charger with 2 Rechargeable Batteries for Xbox 360. Electronics. Computers & Accessories. by    ...
T: Premium Quality Post Hepa Filter Designed to Fit Dyson DC33 Vacuum Cleaners. Home & Kitchen. Vacuums & Floor Care. 4YourHome.
Answer: H