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

Input:
1st: BIC America F12 12-Inch 475-Watt Front Firing Powered Subwoofer. Electronics. Home Audio. BIC America.
2nd: Eathtek Replacement CPU Cooling Fan with Heatsink For Lenovo IBM Thinkpad X220 X 220i Series, compatible with part numbers 04W0435 04W1774 04W6921 60.4KH17.001 B01KSB0405HA. Electronics...
3rd: Alpine PDX-V9, 5-Channel Extreme Power Density Digital Amplifier. Electronics. Car & Vehicle Electronics. Alpine.
4th: Technovary 15-Foot Extra Long Power Cord Compatible with Samsung LED/LCD TVs (Specific Models). Electronics. Accessories & Supplies. Technovary.
5th: TV Remote Add-on for Fire TV Stick Remote (Control your TV directly from your Fire TV remote). Electronics. Accessories & Supplies. Mission Cables.
6th: VIZIO E472VL 47-Inch Class LCD HDTV with VIZIO Internet Apps. Electronics. Television & Video. VIZIO.
7th: PowerBridge TWO-CK Dual Outlet Recessed In-Wall Cable Management System with PowerConnect for Wall-Mounted Flat Screen LED, LCD, and Plasma TV’s. Electronics. Accessories & Supplies. PowerBridge...
8th: eppo brand RR-12-6-11 Design Art Apple Old Retro Rainbow Multicolour Logo Sticker Decal for 11" 13" 15" inch MacBook Pro/air Laptop with Glowing Logo. Electronics...

Options:
A: Wilton Decorating Drop Flower Icing Tip #1E. Home & Kitchen. Kitchen & Dining. Wilton.
B: Nurse 12 Oz Coffee Mug/cup with I'm A Nurse What's Your Super Power? Great Gift For Nurses. Home & Kitchen. Kitchen & Dining. Burton.
C: Black Diamond Women's Distance FL Trekking Pole. Sports & Outdoors. Outdoor Recreation. Black Diamond.
D: Anker iPhone Charger, Powerline Lightning Cable (3ft), MFi Certified for iPhone Xs/XS Max/XR/X / 8/8 Plus / 7/7 Plus / 6/6 Plus / 5s /...
E: Schrade SCHF44LS 12.7in High Carbon Stainless Steel Boot Knife with 7.6in Dual Sided Blade and TPE Handle for Outdoor Survival, Tactical and EDC. Sports &...
F: Olympus Evolt E620 12.3MP DSLR with IS, 2.7-inch Swivel LCD with 14-42mm f/3.5-5.6 Zuiko Lens. Electronics. Camera & Photo. Olympus.
G: SJT ENTERPRISES, INC. Cincinatti Sports Man Cave Rules 10" x 16" Wood Sign (SJT40607). Home & Kitchen. Home Dcor. SJT ENTERPRISES, INC.
H: RELPER High Speed Performance 8 Ports 10/100/1000mbps Desktop Gigabit Enternet Network Switch. Electronics. Computers & Accessories. RELPER.
I: 700c Roadmaster Adventures Men's Hybrid Bike, Dark Blue. Sports & Outdoors. Outdoor Recreation. Roadmaster.
J: 2 x PU Leather Hydraulic Lift Adjustable Counter Bar Stool Dining Chair Black (150-2) Made By Jersey Seating®. Home & Kitchen. Furniture. jersey seating.
K: Synergy Triathlon Wetsuit 5/3mm - Men’s Endorphin Fullsleeve Smoothskin Neoprene for Open Water Swimming Ironman Approved. Sports & Outdoors. Outdoor Recreation. Synergy.
L: Kodak P20 Zoom Flash for P850, P880 and P712 Digital Cameras. Electronics. Camera & Photo. Kodak.
M: RedEye mini Plug-in Universal Remote Adapter for iPhone, iPod touch and iPad. Electronics. Accessories & Supplies. RedEye.
N: Masterbuilt 20100111 Remote Meat Probe Thermometer. Home & Kitchen. Kitchen & Dining. Masterbuilt.
O: Coleman Company Can Opener, Black. Home & Kitchen. Kitchen & Dining. Coleman.
P: Maxtek Intelligent Rechargeable Replacement High Capacity Li-ion Battery For Canon LP-E6 LPE6. Electronics. Camera & Photo. maxtek.
Q: Carolina Cottage Upholstered Jacquard Ottoman, Green. Home & Kitchen. Furniture. Carolina Chair & Table.
R: Trademark Poker 10-Row Blackjack Table Tray. Sports & Outdoors. Sports & Fitness. Trademark Poker.
S: 62 x 90 (Rectangle) Homespun Tablecloth, Hand Loomed, 100% Cotton, Made in USA, Stone/Wedgewood. Home & Kitchen. Kitchen & Dining. Mountain Laurel Mercantile.
T: NamaSTAY Exercise Fitness Yoga Towel – Absorbent Attaches to Mat for Hot Bikram Or Ashtanga Styles – Patented Non-Slip Design. Sports & Outdoors. Sports &...
Answer: D