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

Input:
1st: Marware C.E.O. Hybrid for Kindle Fire, Black (will not fit HD or HDX models). Electronics. Computers & Accessories. Marware.
2nd: ProCase Previous 2013 Kindle Fire HD 7 Case - Flip Stand Leather Folio Cover for Previous Generation Kindle Fire HD 7 inch Tablet (will only...
3rd: Marware C.E.O. Hybrid for Kindle Fire, Black (will not fit HD or HDX models). Electronics. Computers & Accessories. Marware.
4th: Anleo Universal Slim styli/stylus (black, red, silver) for tablet/cellphone touch screen Including Kindle Fire, Apple iPad 2 iPad 3, Motorola Xoom, Samsung Galaxy Tab, BlackBerry...
5th: Zipbuds FRESH Noise-Isolating Metal Earbuds with Tangle Free Zipper Cabling (Green) (Discontinued by Manufacturer). Electronics. Headphones. Zipbuds.
6th: Dell Inspiron 15 i3531-3225BK 15.6-in Laptop (Intel Pentium Processor, 4GB RAM). Electronics. Computers & Accessories. Dell.
7th: SquareTrade 1-Year Laptop Accidental Protection Plan ($200-249.99). Electronics. Electronics Warranties. SquareTrade.

Options:
A: MIER Adult Lunch Box Insulated Lunch Bag Large Cooler Tote Bag for Men, Women, Double Deck Cooler(Black). Home & Kitchen. Kitchen & Dining. MIER.
B: Fondue Suisse - Pack of Cheese for Fondue - 14 Oz. Home & Kitchen. Kitchen & Dining. Emmi.
C: amCase(TM) Classic Leather Case and Stand for Kindle Fire, Black (NOT for Kindle Fire HD 7"). Electronics. Computers & Accessories. amCase.
D: Printer Cable 10FT, Fosmon USB 2.0 Type A Male to B Male Cable Cord for Canon , HP, Lexmark, Epson Stylus, Dell, Xerox, Samsung Printer...
E: Nestling x2 Cree XML T6 LED Bicycle Light 5000 Lumens Bike Accessories Cycling Headlight Front Lights 8.4v 18650 Battery Pack. Sports & Outdoors. Outdoor Recreation...
F: Cable Matters Aluminum Polished 7-Port SuperSpeed USB 3.0 Hub with 3 USB Charging Ports. Electronics. Computers & Accessories. Cable Matters.
G: Hermitshell Travel EVA Protective Case Carrying Pouch Cover Bag for 3Dconnexion SpaceNavigator 3D Mouse 3DX-700028 3DX-70034 3DX-70043 Colour: Black. Electronics. Computers & Accessories. Hermitshell.
H: PGXT Girl's 3pcs Fish Tail Sea-Maid Tankini Marmaid Swimwear Costome. Sports & Outdoors. Sports & Fitness. PGXT.
I: Polk Audio CSi5 High Performance Center Channel Speaker (Single, Black). Electronics. Car & Vehicle Electronics. Polk Audio.
J: Vario Click Frying Pan Size: 10" Diameter. Home & Kitchen. Kitchen & Dining. Berndes.
K: Pegasus Home Fashions Bright Ideas Striped Microfiber Sheet Set, Twin X-Long, Blue. Home & Kitchen. Bedding. Pegasus Home Fashions.
L: Stanton DJpro300 Headphone. Electronics. Headphones. Stanton.
M: Greenland Home Blackhead mask. Home & Kitchen. Bedding. Greenland Home.
N: Sunbeam FPSBSM2596R Mixmaster 350-watt 12-Speed Stand Mixer with Stainless Steel Bowl, Dough Hooks and Whisk, Red. Home & Kitchen. Kitchen & Dining. Sunbeam.
O: Wilson Game Ready Softfit Series: A0800BB115. Sports & Outdoors. Sports & Fitness. Wilson.
P: Star Brite MDG Mildew Odor Control Bags (2 pack). Sports & Outdoors. Sports & Fitness. Star Brite.
Q: Lexar Professional 600x 64GB SDXC UHS-I Flash Memory Card LSD64GCTBNA600. Electronics. Computers & Accessories. Lexar.
R: 3x Canon EOS Rebel T5 (EOS 1200D / EOS Kiss X70) Digital Camera Premium Anti-Glare Anti-Fingerprint Matte Finishing LCD Screen Protector Guard Shield Kit (NO...
S: CopperJoint – Copper-Infused Compression Knee Sleeve, Promotes Increased Blood Flow to The Knee While Supporting Tendons & Ligaments for All Lifestyles, Single Sleeve. Sports &...
T: MoKo 360 Degree Rotating Folio Cover Case With Multi-Angle Vertical and Horizontal Stand for Asus Eee Pad Transformer Prime TF201 10.1-Inch Android Tablet, BLUE. Electronics...
Answer: D