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

Input:
1st: Logitech Harmony 670 Universal Remote (Discontinued by Manufacturer). Electronics. Accessories & Supplies. Logitech.
2nd: VIZIO E320-A1 32-inch 720p 60Hz LED HDTV (2013 Model). Electronics. Television & Video. VIZIO.
3rd: Sennheiser PMX 685i Sports In-Ear Neckband Headphones - Black/Blue, 3.5 mm, angled (Discontinued by Manufacturer). Electronics. Headphones. Sennheiser.
4th: ASUS Micro ATX DDR3 2400 FM2 Motherboard A78M-A. Electronics. Computers & Accessories. Asus.
5th: Anker 2-Port USB 3.0 3.5 inch Front Panel Data Hub for PC, USB Flash Drives, and Other Devices. Electronics. Computers & Accessories. Anker.
6th: AMD A6-5400K APU 3.6Ghz Dual-Core Processor AD540KOKHJBOX. Electronics. Computers & Accessories. AMD.
7th: Nikon D7100 24.1 MP DX-Format CMOS Digital SLR with 18-105mm f/3.5-5.6 Auto Focus-S DX VR ED Nikkor Lens. Electronics. Camera & Photo. Nikon.
8th: MeFOTO Classic Carbon Fiber Roadtrip Travel Tripod/Monopod Kit - Titanium (C1350Q1T). Electronics. Camera & Photo. Mefoto.
9th: MeFOTO Classic Aluminum Roadtrip Travel Tripod/Monopod Kit - Titanium (A1350Q1T). Electronics. Camera & Photo. Mefoto.
10th: MeFOTO Classic Carbon Fiber Roadtrip Travel Tripod/Monopod Kit - Blue (C1350Q1B). Electronics. Camera & Photo. Mefoto.
11th: Nikon AF FX NIKKOR 80-200mm f/2.8D ED Zoom Lens with Auto Focus for Nikon DSLR Cameras. Electronics. Camera & Photo. Nikon.
12th: Portta N3SWT31 HDMI Mini Switch/Switcher 3 Port 3x1 with IR Remote and Key-Press-Switching support Full HD 1080p / 4K. Electronics. Accessories & Supplies. Portta.
13th: Roku 2 Streaming Media Player (4210R) with Faster Processor (2015 Model). Electronics. Television & Video. Roku.
14th: EldHus AK-98ANWSM-02BA-0006 Headphone Adapter and Splitter, Headphone Jack Audio and Charge Connector Splitter Calling/Charger/Music/Remote Control for IP7/7 Plus/8/Plus/X/XS/XR, red. Electronics. Accessories & Supplies. EldHus.
15th: EYEZ-ON EVL-3 Envisalink Internet Alert Module for DSC & Honeywell Security. Electronics. Security & Surveillance. EYEZ-ON.
16th: Foscam HD 1080P Outdoor WiFi Security Camera – Weatherproof IP66 Bullet / 2.1MP IP Wireless Surveillance Camera System with iOS/Android App, Night Vision up to...
17th: Garmin Forerunner 230 - Black/White. Electronics. GPS, Finders & Accessories. Garmin.
18th: ASUS F555UA-EH71 15.6 Inch, Intel Core i7, 8GB, 1TB HDD Laptop, Windows 10 (64bit). Electronics. Computers & Accessories. Asus.
19th: Battery Grip Kit for Nikon D7100, D7200 Digital SLR Camera Includes Qty 2 Replacement EN-EL15 Batteries + Vertical Battery Grip + More!!. Electronics. Camera &...
20th: Peak Design Black Slide Camera Strap SL-2. Electronics. Camera & Photo. Peak Design.
21st: PAC RadioPRO4 Radio Replacement Interface RP4-FD11 (for select Ford vehicles). Electronics. Car & Vehicle Electronics. PAC.
22nd: Pioneer AVHX3800BHS 2-DIN Receiver with 6.2" Display/Built-in Bluetooth/Siri Eyes Free/AppRadio One/HD Radio. Electronics. Car & Vehicle Electronics. Pioneer.
23rd: [Apple MFi Certified] [2-Pack] Anker 3ft / 0.9m Premium Lightning to USB Cable with Ultra Compact Connector Head for iPhone XS/XS Max/XR/X / 8/8 Plus...
24th: Pwr UL Listed 65W 45W Charger for Asus Q301 Q301L Q301LA Q400 Q400A Q502LA Q551LN TP500LA S300 S300CA S400CA S500CA X502CA X550 X550C X550CC X550CA...
25th: Lowepro Slingshot 302 DSLR Sling Camera Bag. Electronics. Camera & Photo. Lowepro.
26th: Sigma 693955 50-100mm f/1.8 DC HSM Art Lens for Nikon, Black. Electronics. Camera & Photo. Sigma.
27th: GoControl WNK01-21KIT Essential Z-Wave Home Security Suite. Electronics. Security & Surveillance. GoControl.
28th: OURLINK 600Mbps mini 802.11ac Dual Band 2.4GHz/5GHz Wireless Network Adapter USB WI-FI Dongle Adapter with 5dBi Antenna Support WIN VISTA,WIN 7,WIN 8.1, WIN 10,MAC OS...
29th: Nikon BS-3 Accessory Shoe Cover. Electronics. Camera & Photo. Nikon.
30th: BAMF 3-Way Coax Cable Splitter Bi-Directional MoCA 5-2300MHz. Electronics. Accessories & Supplies. BAMF Manufacturing.
31st: TiVo Roamio Pro 3 TB DVR (Old Version) - Digital Video Recorder and Streaming Media Player. Electronics. Television & Video. TiVo.

Options:
A: JES&MEDIS BETTERLIFE Solid Color Polyester Cover Throw Pillow Case 17"x17" Yellow. Home & Kitchen. Bedding. JES&MEDIS.
B: Hilljak Smith & Wesson SW22 Victory Magazine Loader, Gen 2 Quickie Loader - Red. Sports & Outdoors. Sports & Fitness. Hilljak.
C: Seasonic S12II 430 BRONZE ; SS-430GB 430W SLI ATX12V Power Supply. Electronics. Computers & Accessories. Seasonic.
D: Galaxy Tab E 8.0 Case, SUPCASE Unicorn Beetle PRO Series Full-Body Hybrid Protective Case with Screen Protector for Samsung Galaxy Tab E 8.0 (SM-T377/T375)(Blue/Black). Electronics...
E: Joseph Joseph Fold Flat Space Saving Kitchen Grater, Green. Home & Kitchen. Kitchen & Dining. Joseph Joseph.
F: Dan Wesson & S&W 327 TRR8 Speedloader.177 Cal BB Revolver Shells, 6 Shells. Sports & Outdoors. Sports & Fitness. Dan Wesson.
G: Room Essentials 8 Pack Cotton Washcloths - White. Home & Kitchen. Bath. Room Essentials.
H: Wilton 415-5080 Star Wars Standard Baking Cups (50 Pack), Multicolor. Home & Kitchen. Kitchen & Dining. Wilton.
I: Quilted Sage Can Opener Appliance Cover. Home & Kitchen. Kitchen & Dining.
J: Eathtek New Laptop Keyboard for Dell Inspiron 1420 1520 1526 1525 1540 1545 series Black US Layout. Electronics. Computers & Accessories. Dell.
K: Rocketlok 14-20 Adjustable Kettlebell. Sports & Outdoors. Sports & Fitness. Rocketlok.
L: StarTech USB 2.0 to SATA IDE Adapter (USB2SATAIDE). Electronics. Computers & Accessories. StarTech.
M: Wine Bottle Cork Serving Storage Table. Home & Kitchen. Kitchen & Dining. TRM.
N: VANVENE Stainless Steel Insulated Square Lunch Box for Children, Kids and Adult, Portable Picnic Storage Boxes, School Student Food Container with Spoon (Blue). Home &...
O: CBD Hi-Capacity New Laptop Battery for ThinkPad X200s / ThinkPad X201i (10.8v 7800mah). Electronics. Computers & Accessories. USTOP.
P: Mitre 3-in-1 Soccer Goal and Trainer (Steel). Sports & Outdoors. Sports & Fitness. Regent.
Q: Sony RMX11M Marine 2.5-Inch Splash-Proof Wired Remote Control. Electronics. Car & Vehicle Electronics. Sony.
R: Minnie Mouse Dual Alarm Clock and 30-Pin iPod Speaker Dock, DM-H22. Home & Kitchen. Home Dcor. eKids.
S: Garrison Grip Custom Fit Leather-Trimmed Pocket Holster Concealed Carry Comfort, Smith & Wesson M&P Shield 9mm/40 Cal. Sports & Outdoors. Sports & Fitness. Garrison Grip.
T: 3 Way Aluminum Cb or Ham Antenna Aluminum Mirror Mount with Stud.  Aries.
Answer: L