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

Input:
1st: Powerextra 3.8Ah Ni-MH Battery Compatible with iRobot Roomba R3 500,600,700,800,900 Series 500 510 530 531 532 535 536 540 550 552 560 570 580 595...
2nd: Brita Tap Water Filter, Water Filtration System Replacement Filters For Faucets, Reduces Lead, BPA Free – White, 1 Count. Home & Kitchen. Kitchen & Dining...

Options:
A: Beslot Sport Noise Isolating Stereo Headset in-Ear Headphones Earphone with Mic and Volume Control Earbuds for Cellphones, Laptops, Earbuds with Mic (Black). Electronics. Headphones. Beslot.
B: BladesUSA C-2006 Fantasy Fixed Blade Knife (4.5-Inch Closed). Sports & Outdoors. Sports & Fitness. BladesUSA.
C: Bedz King Stairway Bunk Beds Twin over Twin with 3 Drawers in the Steps and 2 Under Bed Drawers, Honey. Home & Kitchen. Furniture. Bedz...
D: RTIC Stainless Steel Lowball with Lid 12oz. Home & Kitchen. Kitchen & Dining. RTIC.
E: Maxam KTFLCAMO Surgical New Camo Flask, 8 oz. Home & Kitchen. Kitchen & Dining. Maxam.
F: Goldwood Sound GW-8024 Rubber Surround 8" Woofer 190 Watts 4ohm Replacement Speaker. Electronics. Car & Vehicle Electronics. Goldwood Sound, Inc.
G: Mavis's Diary Water Submersible Decorative LED Ice Cubes - 12-pack Multicolor. Home & Kitchen. Kitchen & Dining. LiteCubes.
H: FOCO NFL Fanshop Team Drawstring Backpack. Sports & Outdoors. Fan Shop. FOCO.
I: A2S Protection Anti Fatigue Comfort floor Mat 20" X 34" X 0.85" Extra Thick & Smooth for Luxurious Comfort Standing - For Office Kitchen Bathroom...
J: TRIBECA LIVING MF110DPSSKIWH Solid Deep Pocket Sheet Set with Oversize Flat, King, White. Home & Kitchen. Bedding. TRIBECA LIVING.
K: StarTech.com 40/44 Pin IDE to Compact Flash SSD Adapter - IDE to CF Card reader - CF to IDE Converter. Electronics. Computers & Accessories. StarTech.
L: STERILITE 18351006 Storage Tote, 30 Gallon, Set of 6. Home & Kitchen. Storage & Organization. STERILITE.
M: Amped Wireless High Power 700mW Dual Band AC Wi-Fi Access Point (APA20). Electronics. Computers & Accessories. Amped Wireless.
N: Hosley Set of 12 Clear Glass Tea Light Holders - 2.5" Diameter. Roly Poly Style. Ideal Gift for Weddings, Parties, Reiki, Spa, Events W1. Home...
O: Veho Z-1 In-Ear Headphones | Anti Tangle Cable | Stereo Noise Isolating | Earbuds | Earphones - Orange (VEP-003-360Z1GB). Electronics. Headphones. Veho.
P: Buffalo AirStation N150 Wireless USB Adapter (WLI-UC-GNM). Electronics. Computers & Accessories. BUFFALO.
Q: Korean Keyboard Stickers Transparent Background White Lettering for Laptops Pc Any Computer Desktop. Electronics. Computers & Accessories. Online-Welcome.
R: Huntingdoor 6 PCS Turkey Feather Wooden Shaft Hunting Shooting Arrows 31inch with A-803 Arrowhead 150Grain (Black/White). Sports & Outdoors. Sports & Fitness. Huntingdoor.
S: Onairmall Call of Duty 10 COD Ghost Hoods Skull Skeleton Head Mask Hood Biker for Birthday Halloween Christmas Easter Gifts. Sports & Outdoors. Sports &...
T: Hortense B. Hewitt Wedding Accessories Basic White Unity Candles, Set of 3 9" candle. Home & Kitchen. Home Dcor. Hortense B. Hewitt.
Answer: D