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

Input:
1st: Kindle DX Leather Cover, Black (Fits 9.7" Display, Latest and 2nd Generation Kindle DXs). Electronics. eBook Readers & Accessories. Amazon Digital Services Inc.
2nd: LG Electronics NB2530A Sound Bar System with Built-In Dual Subwoofers and Bluetooth. Electronics. Home Audio. LG.
3rd: SquareTrade 5-Year TV Protection Plan ($300-349.99). Electronics. Electronics Warranties. SquareTrade.
4th: mCover Leather Folio Cover Case with built-in inner pocket for Amazon Kindle 4th Generation (Built-in Wi-Fi, 6" E Ink Display, 5-way controller) - PINK. Electronics...
5th: Watts 270154 8-GPM 3/4-Inch 110-Volt UV Disinfection System. Electronics. Security & Surveillance. Watts.
6th: VIZIO E500i-B1 50-Inch 1080p Smart LED TV (2014 Model). Electronics. Television & Video. VIZIO.
7th: Ooma Telo Free Home Phone Service. Works with Amazon Echo and Smart Devices. Electronics. Computers & Accessories. ooma.
8th: Canopy 2-Year Lawn & Garden Protection Plan ($ 350-$400). Electronics. Electronics Warranties. Canopy.
9th: NuPro Fire Standing Case (Previous Generation - 5th), Turquoise. Electronics. Computers & Accessories. Nupro.
10th: AmazonBasics Executive Stylus for Touchscreen Devices - Blue. Electronics. Computers & Accessories. AmazonBasics.

Options:
A: MyLifeUNIT Positive Quote Ceramic Tea Mug with Bamboo Lid (Blue). Home & Kitchen. Kitchen & Dining. MyLifeUNIT.
B: Tacx Vortex Smart Home Trainer 2016. Sports & Outdoors. Outdoor Recreation. Tacx.
C: Saucony Men's Freedom Short Sleeve Tee. Sports & Outdoors. Sports & Fitness. Saucony.
D: Blackburn 239;FER Front or Rear Bike Light. Sports & Outdoors. Outdoor Recreation. Blackburn.
E: MTM Predator Shooting Rest PSR-30 Rifle Pistol Handgun Shooters Rest for Ranges. Sports & Outdoors. Sports & Fitness. MTM.
F: WinCraft NFL Green Bay Packers WCR78909012 Carded Classic Pennant, 12" x 30". Sports & Outdoors. Fan Shop. WinCraft.
G: Squish Collapsible Salad Bowl with Lid - 5 Quart Covered Dish. Home & Kitchen. Home Dcor. Squish.
H: Hexagon Network - Ethernet Cable Cat6 Flat 100ft White, Network Cable Cat 6 Flat Slim Ethernet Patch Cable, Internet Cable With Snagless RJ45 Connectors -...
I: Red Fox in the Snow Wildlife Animal Art Print Poster (16x20). Home & Kitchen. Wall Art. Impact Posters Gallery.
J: Fat Daddios Celebration Set Round Cake Pans, 3 Piece. Home & Kitchen. Kitchen & Dining. Fat Daddios.
K: Laptop Rubber Feet Compatible for Toshiba Satelite L755-ijh Kit 4 Pcs. Electronics. Computers & Accessories. Laptop Feet.
L: Sony HDR-SR10 4MP 40GB High Definition Hard Drive Handycam Camcorder with 15x Optical Image Stabilized Zoom (Discontinued by Manufacturer). Electronics. Camera & Photo. Sony.
M: Nikon D7200 DX-format DSLR Body (Black). Electronics. Camera & Photo. Nikon.
N: Epica 6-Temperature Variable Stainless Steel Cordless Electric Kettle. Home & Kitchen. Kitchen & Dining. Epica.
O: Fonder Mols Blue Green Tissue Paper Pom Poms Flowers for Boy's Baby Shower 1st Birthday Easter Classroom Office Decorations(Set of 12pcs, 8inch 10inch). Home &...
P: Full Circle Stick 'Em - Organic Cotton and Bamboo Kitchen Towel with Magnet for Hanging, Green. Home & Kitchen. Kitchen & Dining. Full Circle.
Q: Franklin Sports Playbook Youth Flag Football Set - Includes Mini Playbook Football and Two Flag Sets of 5. Sports & Outdoors. Fan Shop. Franklin Sports.
R: Organize It All Cube Grid, Large, Silver. Home & Kitchen. Storage & Organization. Organize It All.
S: Plantronics Standard Headband (84605-01). Electronics. Accessories & Supplies. Plantronics.
T: Toshiba SD-V296 Tunerless DVD VCR Combo Player (Discontinued). Electronics. Television & Video. Toshiba.
Answer: T