Instruction: The user's purchase history implies her preferences. Rank the items in the options based on the user's preferences. Output the item that the user is most likely to purchase next from the options.

Input:
1st: Panasonic Lumix DMC-TZ3K 7.2MP Digital Camera with 10x Optical Image Stabilized Zoom (Black). Electronics. Camera & Photo. Panasonic.
2nd: Nikon D80 DSLR Camera (Body only) (OLD MODEL). Electronics. Camera & Photo. Nikon.
3rd: Nikon D80 10.2MP Digital SLR Camera Kit with 18-135mm AF-S DX Zoom-Nikkor Lens. Electronics. Camera & Photo. Nikon.
4th: LG 32LH40 32-Inch 1080p 120 Hz LCD HDTV, Gloss Black. Electronics. Television & Video. LG.
5th: Canon VIXIA HV40 High Definition Camcorder. Electronics. Camera & Photo. Canon.
6th: Sharp LC-70LE640U 70-Inch LED-Lit 1080p 120Hz Internet TV (Old Version). Electronics. Television & Video. Sharp.
7th: Amazon HDMI Adapter for Fire Tablets (4th Generation). Electronics. Computers & Accessories. Amazon.
8th: Cable Matters Micro USB to HDMI Cable for Samsung Galaxy S3/S4 & Note 2 with Built-in USB Cable in Black 6 Feet. Electronics. Accessories &...

Options:
A: Miles Kimball Antique Yellow Salt and Pepper Shakers. Home & Kitchen. Kitchen & Dining.
B: Dell Latitude E6410 Laptop - Core i5 2.4ghz - 4GB DDR3 - 250GB HDD - DVDRW - Windows 10 Home 64bit - (Certified Refurbished). Electronics...
C: Caldwell Passive 33 NRR Hearing Protection Muffs with Lightweight Design and Adjustable Earmuffs for Shooting, Hunting and Range. Sports & Outdoors. Sports & Fitness. Caldwell.
D: TP-Link TD-W8980 N600 Wireless Dual Band Gigabit ADSL2+ (Non-Cable) Modem Router, 2.4GHz 300Mbps+5Ghz 300Mbps, 2 USB Ports for File Sharing, IPv6 Compatible. Electronics. Computers &...
E: Pure Beeswax 18-hour Votive Candles (18-pack), Pacific Blue (un-scented). Home & Kitchen. Home Dcor. Santa Fe Beeswax Candles.
F: Xillie USB 2.0 Micro USB to USB Cable, High-Speed Triple Shielded Android Charge&Data Cable, 1.2MWhite Color. Electronics. Computers & Accessories. CableCreation.
G: Bridgestone Tour B330-RXS Golf Balls. Sports & Outdoors. Fan Shop. Bridgestone.
H: PINMEI Magnetic Golf Divot Repair Tool with Two Tapes of Patterns Ball Marker to Choose. Sports & Outdoors. Sports & Fitness. PINMEI.
I: Scorpio Sublime Long Beach Wall Poster. Home & Kitchen. Wall Art. Scorpio.
J: Assortment of one dozen (12) Oriental Feng Shui Hand Fan-EMBROIDERY FAN. Home & Kitchen. Home Dcor. Asian Home.
K: Marathon Medal Bib Display, Holder, Hanger - YOUR OWN TEXT.  RunRilla.
L: Fashionable Home Decor Yan Skull Pillowcase New Design Pillow cover for Sofa Octopus. Home & Kitchen. Bedding. Fashionable Home Decor Yan.
M: Nordic Ware Natural Aluminum Commercial Deep Dish Pizza Pan. Home & Kitchen. Kitchen & Dining. Nordic Ware.
N: Canon EOS 70D 20.2 MP Digital SLR Camera with Dual Pixel CMOS AF and EF-S 18-135mm F3.5-5.6 IS STM Kit Bundle with Canon EF-S 55-250mm...
O: John Louis Home JLH-738 Pull Out Valet Rod, 16-Inch. Home & Kitchen. Storage & Organization. John Louis Home.
P: Sony Cyber-shot DSC-WX150 18.2 MP Exmor R CMOS Digital Camera with 10x Optical Zoom and 3.0-inch LCD (Silver) (2012 Model). Electronics. Camera & Photo. Sony.
Q: Hydrapak Hydrafusion Insulated Tube Kit. Sports & Outdoors. Outdoor Recreation. Hydrapak.
R: Progressive International Microwavable Mini Steamer (Colors May Vary). Home & Kitchen. Kitchen & Dining. Progressive International.
S: The Northwest Nickelodeon Teenage Mutant Ninja Turtles Good Times Printed Fleece Throw 46" x 60". Home & Kitchen. Bedding. Teenage Mutant Ninja Turtles.
T: Bingo Paper Game Cards - 3 cards - 5 sheets - 100 books of 5 sheets. Sports & Outdoors. Sports & Fitness. SmallToys.
Answer: D