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: Utopia Bedding Blackout Room Darkening and Thermal Insulating Window Curtains/Panels/Drapes - 2 Panels Set - 8 Grommets per Panel - 2 Tie Backs Included (Beige,...
2nd: Fun Express (Adult) Embroidered Woven Straw Sombreros, Pack of 12. Home & Kitchen. Event & Party Supplies. Fun Express.

Options:
A: HEAD Men's Stratus Compression Shorts. Sports & Outdoors. Sports & Fitness.
B: E ECSEM Charger for Fitbit One, Replacement USB Charging Cable for Fitbit One Only /No Tracker (Black 1pc) (for Fitbit ONE). Electronics. Wearable Technology. E...
C: AC Adapter Battery Charger For Gateway Ne56r31u Ne56r34u Nv55c35u Nv55c38u Ne56r11u Ne56r12u Nv75s Nv75s02u Nv59c63u Nv59c65u Ne56r16u Ne56r27u Nv52l15u Nv56r10u Nv55s15u Nv57h20u. Electronics. Computers &...
D: INTEL MPU BX80623G540 2.500G 2MB 916626. Electronics. Computers & Accessories. Intel.
E: Sistema Microwave Collection Soup Mug, Medium, 22.1 oz./0.7 L, Red. Home & Kitchen. Kitchen & Dining. Sistema.
F: Mattaxly Outdoor Waterproof Bluetooth Speaker Ws-507 , 100% Waterproof Loud Speaker ,Hands Free Support Siri for iPhone iPad Shock/water Proof (Silver). Electronics. Portable Audio &...
G: Bartelli Soft Edge Automatic Electric Can Opener - Purple. Home & Kitchen. Kitchen & Dining. Bartelli.
H: The Butterfly Grove Isabella Pearl Butterfly Decoration 3D Hanging Mesh Organza Nylon Decor, Green Honeydew, Small, 5" x 4". Home & Kitchen. Home Dcor. The...
I: Gold Plated Airplane Flight Headphone Adapters (Pack of 2) | Allows You to use Your Earphones with All in-Flight Media Systems | This Airline Plane...
J: Lyman 9 Pilot Multi-Pack (only) 7822202. Sports & Outdoors. Sports & Fitness. Lyman.
K: Aluratek 30 Pin Bluetooth Audio Receiver for iPhone Dock. Electronics. Portable Audio & Video. Aluratek.
L: Enesco Jim Shore Heartwood Creek Snowman with Cat Ornament, 4-1/2-Inch. Home & Kitchen. Home Dcor. Enesco.
M: Mud Pie Circa Chip N Dip Set, White. Home & Kitchen. Kitchen & Dining. Mud Pie.
N: MEMTEQ® Wireless Bluetooth Mouse, Ergonomic Gaming Mouse, 3D Optical Computer Mice, for Bluetooth-enabled laptops/tablets/PC - Purple. Electronics. Computers & Accessories. MEMTEQ.
O: Mountainsmith Lumbar-Recycled Series Day TLS R Backpack. Sports & Outdoors. Outdoor Recreation. Mountainsmith.
P: Floureon 2 Packs 2.4V 900mAh Rechargeable Cordless Phone Telephone batteries for Uniden BT-1011 BT-1018 BT-1022 BATT-6010 CPH-515D DWX337 WXI3077. Electronics. Accessories & Supplies. floureon.
Q: EVGA GeForce GTX 970 4GB SC GAMING, Silent Cooling Graphics Card 04G-P4-1972-KR. Electronics. Computers & Accessories. EVGA.
R: SUNDELY USB Programming Cable Cord for Yaesu/Vertex/Standard Horizon Radio HX370E VX-6R VX-7E HX750 VX-120 VXA-700 1-pin (122-077-0). Electronics. Computers & Accessories. SUNDELY.
S: Apple Power Mac G5 Desktop M9032LL/A (Dual 2.0-GHz PowerPC G5, 512 MB RAM, 160 GB Hard Drive, DVD-R/CD-RW Drive) (Discontinued by Manufacturer). Electronics. Computers &...
T: Manfrotto 1051 BAC Mini Compact Stand (Black). Electronics. Camera & Photo. Manfrotto.
Answer: E