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: Kirby NEW 9 Micron Vacuum Cleaner Bags G4 & G5 with belts. Home & Kitchen. Vacuums & Floor Care. Kirby.
2nd: Okin 2 button (up/down) DC Lift Chair or Power Recliner Hand Control. Home & Kitchen. Furniture. Okin.
3rd: Household Essentials Outdoor Telescoping Clothesline Prop, Steel. Home & Kitchen. Storage & Organization. Household Essentials.
4th: Kirby, Micron Magic Hepa Filtration with MicroAllergen Technology Vacuum Bags Pack of 6. Home & Kitchen. Vacuums & Floor Care. Kirby.
5th: 6074 Great Northern Popcorn Machine Pop Pup Retro Style Popcorn Popper,  2.5oz. Home & Kitchen. Kitchen & Dining. Great Northern.
6th: Prepac Sonoma Corner TV Cabinet, Black. Home & Kitchen. Furniture. Prepac.
7th: SodaStream Bottle Caps, Gray, 2-Pack. Home & Kitchen. Kitchen & Dining. SodaStream.

Options:
A: simplehuman Kitchen Slim Wire Frame Dish Rack With Removable Spout, Stainless Steel,simplehuman,KT1107 />. Home & Kitchen. Kitchen & Dining. simplehuman.
B: Neonetics Mustang Neon Wall Clock, 15". Home & Kitchen. Home Dcor. Neonetics.
C: New Trent iPhone 6s Plus Case, Trentium 6L Rugged Durable iPhone Case with Glass Screen Protector for Apple iPhone 6s Plus iPhone 6 Plus 5.5",...
D: KitchenAid Nylon Slotted Turner, Red. Home & Kitchen. Kitchen & Dining. KitchenAid.
E: Canon PowerShot SX280 HS 12.1 MP CMOS Digital Camera with 20x Image Stabilized Zoom 25mm Wide-Angle Lens and 1080p Full-HD Video (Black) Pro Package With...
F: 50ft White RG6 Digital Coaxial Cable Shielded PVC Jacket Rated UL ETL CATV RoHS 75 Ohm RG6 Digital Audio Video Coaxial Cable with Premium Continuous...
G: 9 Pocket Chef Knife Case, Black. Home & Kitchen. Kitchen & Dining. Confilo.
H: 5M 7mm 6 LED Waterproof Borescope Endoscope Inspection Camera Snake Scope Tube. Electronics. Computers & Accessories. DoRight.
I: Canon EF-M 11-22mm f/4-5.6 IS STM(Japan Import-No Warranty). Electronics. Camera & Photo. Canon.
J: Tendak SuperSpeed USB 3.0 to RJ45 Gigabit Ethernet LAN Wired Network Adapter Supporting 10/100/1000 bit Ethernet Converter for Laptop, PC, Macbook. Electronics. Computers & Accessories...
K: Monoprice Above Fireplace Pull-Down Full-Motion Articulating TV Wall Mount Bracket - for TVs 40in to 63in Max Weight 70.5lbs VESA Patterns Up to 600x400 Rotating...
L: UNU Enerpak Micro Battery - Retail Packaging - White Pink. Electronics. Computers & Accessories. UNU.
M: Apollo23 30P Dock to USB AUX 3.5mm Audio Cable for Apple iPhone 4S 3GS iPod Touch, 4FT 2-in-1 USB 3.5mm Audio Cable, Black. Electronics. Computers...
N: HP Pavilion DV9922US 17" Laptop (2.10 GHz AMD Turion X2 TL-62 Processor, 4 GB RAM, 250 GB Hard Drive, Blu Ray Drive, Vista Premium) Black...
O: ZUMIT Laptop Backpack Business School Shoulder Daypack Water Resistant Casual Bag #801. Electronics. Computers & Accessories. ZUMIT.
P: 19 Piece Bath Accessory Set Black Zebra Animal Print Bath Rug Set + Black Zebra Shower Curtain & Accessories. Home & Kitchen. Bath. AHF/WPM.
Q: Superspeed USB 3.0 Type A Male to Micro B Male 24/28AWG Cable (1 Feet, Blue). Electronics. Computers & Accessories. Bargain Cable.
R: House Day 14" 25pcs Black Plastic Skirt Pants Hanger Slack Bottom Hangers with Clips. Home & Kitchen. Storage & Organization. HOUSE DAY.
S: USB to Parallel 1284 Printer Silver Cable for (PC/MAC) USB-1284. Electronics. Computers & Accessories. kingsmart.
T: DIVE & SAIL 1.5mm Neoprene Wetsuits Shorts Thick Warm Trunks Diving Snorkeling Winter Swimming Pants. Sports & Outdoors. Outdoor Recreation. DIVE & SAIL.
Answer: D