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: WD My Book 1TB External Hard Drive Storage USB 3.0 File Backup and Storage. Electronics. Computers & Accessories. Western Digital.
2nd: ViewHD Professional Premium Hard Drive Protection Box for 3.5 Inch HDD Storage (colors may vary). Electronics. Computers & Accessories. ViewHD.
3rd: Adorama AC Socket with Light Stand Adapter and Umbrella Holder. Electronics. Accessories & Supplies. Adorama.
4th: Mini Adjustable Tripod+camera Holder for Iphone and Other Cellphone. Electronics. Camera & Photo. EastVita.
5th: Kastar Battery (1-Pack) for Panasonic CGR-D54S CGA-D54S VSK0581 & AG-3DA1 AG-AC90 AG-DVC30 AG-DVC32 AG-DVC33 AG-DVC60 AG-DVC62 AG-DVC63 AG-DVC80 AG-DVC180 AG-DVX100 AG-DVX102 AG-HPX170 AG-HPX250. Electronics. Camera...
6th: Eskuche Control v2 ORG On-Ear Headphone with Apple 3 Button Mic, Orange. Electronics. Headphones. Eskuche.
7th: SanDisk Ultra 64GB SDXC Class 10/UHS-1 Card SDSDU-064G-U46 (Certified Refurbished). Electronics. Computers & Accessories. SanDisk.
8th: Wasabi Power Battery (2-Pack) and Charger for Panasonic CGA-D54, VW-VBD29, VW-VBD55. Electronics. Camera & Photo. Wasabi Power.
9th: HDE Waterproof Memory Card Travel Case for 12 Micro & Standard SD Card Storage Holder. Electronics. Computers & Accessories. HDE.
10th: Neewer 43-inch / 110cm 5-in-1 Collapsible Multi-Disc Light Reflector with Bag - Translucent, Silver, Gold, White and Black. Electronics. Camera & Photo. Neewer.
11th: NEEWER 160 LED CN-160 Dimmable Ultra High Power Panel Digital Camera / Camcorder Video Light, LED Light for Canon, Nikon, Pentax, Panasonic,SONY, Samsung and Olympus...
12th: Ravelli ATD Tripod Dolly for Camera Photo Lighting. Electronics. Camera & Photo. Ravelli.
13th: LimoStudio Photo Video Studio Lighting Boom Arm with Sandbag, AGG289. Electronics. Camera & Photo. LimoStudio.
14th: CowboyStudio Photography Studio Continuous Lighting Kit w/ Two 45w 5000k Daylight Balanced Fluorescent Photo Light Bulbs and Carry Case. Electronics. Camera & Photo. CowboyStudio.
15th: 10Ft XLR Female to 3.5mmm Stereo Male Cable. Electronics. Accessories & Supplies. InstallerParts.
16th: Cmple - 3.5mm 1/8" Stereo Audio Aux Headphone Cable Extension Cord Male to Female 100 Feet. Electronics. Accessories & Supplies. Cmple.
17th: Uniguardian Reusable Insulated Lunch Box Bag for Women. Electronics. Camera & Photo. Bayfield BagsTM.

Options:
A: Rada Cutlery Granny Fork, Black Handle, Pack of 2. Home & Kitchen. Kitchen & Dining. Rada Cutlery.
B: KENDA Kontact K841 Bicycle Tire - 20 x 1.95. Sports & Outdoors. Outdoor Recreation. Kenda.
C: Gateway HD2200 22" Widescreen HD LCD Display. Electronics. Computers & Accessories. Gateway.
D: iriver T30 1 GB MP3 Player. Electronics. Portable Audio & Video. iRiver.
E: Grace USA - Steel Punch Set with Bench Block (21-Piece) - Gunsmithing -  Steel Punches - 21 piece -Gunsmith Tools & Accessories. Sports &...
F: Cross Detail Faux Leather Lined Box 4 Cup Portable Minister Travel Communion Set. Home & Kitchen. Kitchen & Dining. Religious Gifts.
G: Sleep & Beyond 39 by 81-Inch Washable Wool Mattress Pad, Twin X-Large, Natural. Home & Kitchen. Bedding. Sleep & Beyond.
H: Elitexion 96 Capacity CD DVD Blu-Ray Media Folder Wallet Carrying Case - Red. Electronics. Accessories & Supplies. Elitexion.
I: Whitmor Pop & Fold Laundry Sorter, Chocolate. Home & Kitchen. Storage & Organization. Whitmor.
J: Panasonic NI-W950A Multi-Directional Steam Iron w/Alumite Soleplate. Home & Kitchen. Irons & Steamers. Panasonic.
K: Seagate Expansion 2TB Desktop External Hard Drive USB 3.0 (STEB2000100). Electronics. Computers & Accessories. Seagate.
L: Tachikara NO STING Volleyball. Sports & Outdoors. Sports & Fitness. Tachikara.
M: Monoprice 4x1 HDMI Switch w/ TOSlink & Digital Coaxial Audio Output (Audio Return Channel/3D/CEC Support). Electronics. Accessories & Supplies. Monoprice.
N: Calphalon One Infused Anodized 7-Quart Sauteuse with Lid. Home & Kitchen. Kitchen & Dining. Calphalon.
O: Rca Vh100n Video Signal Amplifier, 10 Db. Electronics. Accessories & Supplies. RCA.
P: PNY All-terrain Attaché USB 2.0 Flash Drive. Electronics. Computers & Accessories. PNY.
Q: Roller Derby Deluxe Series Jack Cole Skateboard. Sports & Outdoors. Outdoor Recreation. Roller Derby.
R: Aduro U-Drive Plus HD 1080p DVR Dash Video & Audio Camcorder, Ignition Motion & Vibration Detection, Low Light Compensation, 5MP Photo, 135° Wide-Angle Lens, Rotating...
S: Wooden Cheval Floor Mirror, White Finish by eHomeProducts. Home & Kitchen. Home Dcor. eHomeProducts.
T: NoScope Andromeda Yellow Lens Computer / Video Gaming Glasses for Xbox 360, Sony Playstation 3 / 4, PC, Nintendo Wii U (Onyx Black). Electronics. Accessories...
Answer: K