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

Input:
1st: Seward Trunk College Dorm and Camp Storage Footlocker Trunk, Pink, 30-Inch (SWD5120-30). Home & Kitchen. Furniture. Seward Trunk.
2nd: Hamilton Beach (48464) Coffee Maker with 12 Cup Capacity & Internal Storage Coffee Pot, Brewstation, Black. Home & Kitchen. Kitchen & Dining. Hamilton Beach.
3rd: Hamilton Beach (48464) Coffee Maker with 12 Cup Capacity & Internal Storage Coffee Pot, Brewstation, Black. Home & Kitchen. Kitchen & Dining. Hamilton Beach.
4th: STOGA Automatic Touchless Sensor Soap Dispenser 3 Mode 250ml for Bathroom and Kitchen. Home & Kitchen. Bath. STOGA.
5th: Cuisinart DBM-8 Supreme Grind Automatic Burr Mill. Home & Kitchen. Kitchen & Dining. Cuisinart.
6th: Mr. Coffee Automatic Dual Shot Espresso/Cappuccino System. Home & Kitchen. Kitchen & Dining. Mr. Coffee.
7th: Breville BES870XL Barista Express Espresso Machine. Home & Kitchen. Kitchen & Dining. Breville.
8th: Red Nomad - Full Size 4 Inch Thick, Ultra Premium Visco Elastic Memory Foam Mattress Pad Bed Topper - Made in The USA. Home &...

Options:
A: GoPro Standard Housing BacPac Backdoor Kit. Electronics. Camera & Photo. GoPro.
B: Zwilling J.A. Henckels Twin Pro S 9-Piece Knife Set with Block. Home & Kitchen. Kitchen & Dining. ZWILLING J.A. Henckels.
C: Fasthomegoods Curtain Wire Rod Set Stainless Steel, Multi-Purpose, 33' Wire, 4 Mounting Pieces, 48 Clips, 2 Corner Pieces. Home & Kitchen. Home Dcor. Fasthomegoods.
D: EasyFoto Flash Diffuser Cap Box for Nikon Speedlite SB-N5. Electronics. Camera & Photo. EasyFoto.
E: Tamrac 5725 Zuma 5 Photo/Laptop Bag - Black/Gray. Electronics. Camera & Photo. Tamrac.
F: Mission Enduracool Microfiber Cooling Towel. Sports & Outdoors. Sports & Fitness. MISSION.
G: Party Cup w/Lid & Straw - Double Wall for Hot or Cold Drinks - Acrylic - 16oz. Capacity - Red. Home & Kitchen. Kitchen &...
H: Silver Buffalo MLP4932G My Little Pony Friendship is Magic Pink Ceramic Glitter Mug, 14 oz, Pink. Home & Kitchen. Kitchen & Dining. My Little Pony.
I: Gunsmither Pistol Pal. Sports & Outdoors. Sports & Fitness. Gunsmither Tools.
J: Escort Direct Wire SmartCord (Red Light). Electronics. Car & Vehicle Electronics. Escort.
K: Ozeri 3x Tower Fan (44") with Passive Noise Reduction Technology. Home & Kitchen. Heating, Cooling & Air Quality. Ozeri.
L: Wilton 2308-2014 Halloween Metal Cookie Cutter Tub. Home & Kitchen. Kitchen & Dining. Wilton.
M: Great2bColorful Really Big Coloring Poster (60''x 36'') Coloring America with State Trivia. Home & Kitchen. Wall Art. Great2bColorful.
N: SMC SMC7004BR Cable/DSL Router with 4 Port Switch. Electronics. Computers & Accessories. SMC.
O: Cucinare 13" Splatter Screen Guard with Finest Perforated Stainless Steel and Folding Silicone Handle. Home & Kitchen. Kitchen & Dining. Cucinare.
P: NBA Miami Heat LeBron James Swingman Jersey, Black. Sports & Outdoors. Fan Shop. adidas.
Q: Ceramic Royal Blue Classic 2 Cup Teapot. Home & Kitchen. Kitchen & Dining. Old Amsterdam Porcelain Works.
R: JapanBargain Plastic Lacquer Udon Soup Bowl #7133. Home & Kitchen. Kitchen & Dining. JapanBargain.
S: Toshiba 32SL410U 32-Inch 720p 60Hz LED-LCD HDTV (Black). Electronics. Television & Video. Toshiba.
T: Remington T-71 Dual Mold Shooting Glasses (Green Mirror/Green Dual Mold Frame). Sports & Outdoors. Sports & Fitness. Remington.
Answer: K