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

Input:
1st: Sapphire Radeon HD 7870 GHZ OC 2 GB 256 -bit GDDR5 DL-DVI-I/SL-DVI-D/HDMI/DP PCI-Express Graphics Card 100354OC-2L. Electronics. Computers & Accessories. Sapphire Technology.
2nd: Logitech Z506 Surround Sound Home Theater Speaker System. Electronics. Computers & Accessories. Logitech.
3rd: JVC HAFR6D Gumy Plus Headphones (Orange). Electronics. Headphones. JVC.
4th: Logitech M570 Wireless Trackball Mouse – Ergonomic Design with Sculpted Right-hand Shape, Compatible with Apple Mac and Microsoft Windows Computers, USB Unifying Receiver, Dark Gray...

Options:
A: BalsaCircle 30-Inch Tall White Glittered Manzanita Tree with Acrylic Garlands - Wedding Home Centerpieces Decorations DIY Supplies. Home & Kitchen. Event & Party Supplies. BalsaCircle.
B: Infrared Resources 25ft Shielded extension cable with 3.5mm jack and plug for all mono and stereo connections. Electronics. Accessories & Supplies. Infrared Resources.
C: Honeywell 7 Fin Oil Filled Radiator Heater with Digital Controls, HZ-709. Home & Kitchen. Heating, Cooling & Air Quality. Honeywell.
D: Contigo AUTOSEAL Premium Pinnacle Stainless Steel Travel Mug, 14 oz., Cool Gray. Home & Kitchen. Kitchen & Dining. Contigo.
E: MMNNE 10inch 25CM HDMI Male to Male Cable,High-Speed HDMI HDTV Cable - Supports Ethernet, 3D Black. Electronics. Accessories & Supplies. MMNNE.
F: Under Armour Women's Streaker 1/2 Zip. Sports & Outdoors. Sports & Fitness. Under Armour.
G: Spectrum Diversified Euro Supreme Paper Towel Holder, Copper. Home & Kitchen. Kitchen & Dining. Spectrum Diversified.
H: Old Glory Weathered American Flag Seamless UPF 30 High Performance Moisture Wicking Bandana Made of 100% Polyester Microfiber by Hoo-rag. Sports & Outdoors. Sports &...
I: HDMI Cable (10 Feet) with Braided Cord (4K 2K 2160p 1080p 3D) - High Speed Category 2 - Ethernet & Audio Return Channel - Black/Grey...
J: NEW Laptop Battery for Dell wn979 DF 192 Latitude d531 d820 d830. Electronics. Computers & Accessories. SIB.
K: Twixit! Linden Sweden Bag Clips, White/Yellow/Red/Lime, Set of 6 Large and 7 Small. Home & Kitchen. Kitchen & Dining. Twixit!.
L: For UE Megaboom Speaker Wireless Bluetooth Portable Hard Carrying Case Travel Bag (Black). Electronics. Accessories & Supplies. Esimen.
M: Biddeford 2020-905291-711 Electric Heated Knit MicroPlush Blanket, Twin, Chocolate. Home & Kitchen. Bedding. Biddeford.
N: Menu 2-Piece New Norm Thermo Cup, White. Home & Kitchen. Kitchen & Dining. Menu.
O: ODYSSEY Golf 2018 Magnetic 3 Pack Poker Chip Ball Markers. Sports & Outdoors. Sports & Fitness. ODYSSEY.
P: JS HANGER Sweater/Coat/Suit/Hangers with Soft Padded Foam Colorful Satin Cover Bump Free Non Slip Sweater Hanger, Non-crease to Clothes, 10 Pack. Home & Kitchen. Storage...
Q: Parts Express A/V Patch Cable 6 ft. Gold Plated. Electronics. Accessories & Supplies. Parts Express.
R: Samsung S3 4 GB Slim Portable Media Player (Black). Electronics. Portable Audio & Video. Samsung.
S: Bednlinens 2 Piece Set Beige Non-slip Memory Foam Bath Mat. Home & Kitchen. Bath.
T: Skullcandy Hesh 2 Bluetooth Wireless Over-Ear Headphones with Microphone, Supreme Sound and Powerful Bass, 15-Hour Rechargeable Battery, Soft Synthetic Leather Ear Cushions, Black. Electronics. Headphones...
Answer: T