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

Input:
1st: NOOK COLOR eBook Reader Tablet WiFi, Blue Soft Silicone Skin Case Cover And Smart Headphone Wrap/Key Chain Style. Electronics. eBook Readers & Accessories. iShoppingdeals.
2nd: Acase EZswipe Capacitive Stylus for Apple iPad 16GB, 32GB, 64GB WiFi + 3G, iPad 2, iPhone, iPod, Motorola Xoom, Samsung Galaxy, BlackBerry Playbook (Metallic Silver)...
3rd: Headset Buddy: PC Computer Headset to Phone Adapter - Dual 3.5mm to 2.5mm (01-PC35-PH25). Electronics. Accessories & Supplies. Headset Buddy.
4th: ASUS (RT-N16) Wireless-N 300 Maximum Performance single band Gaming Router: Fast Gigabit Ethernet, support USB-Hard Drive and Printer and Open source DDWRT. Electronics. Computers &...
5th: Poetic(TM) Stand Leather Case with Angle Adjustable with HandStrap for Acer Iconia A200 / A210 (3 Year Manufacturer Warranty From Poetic). Electronics. Computers & Accessories...
6th: Logitech Harmony 880 Remote Control - Refurbished. Electronics. Accessories & Supplies. Logitech.
7th: Logitech Desktop MK120 Durable, Comfortable, USB Mouse and keyboard Combo. Electronics. Computers & Accessories. Logitech.
8th: Skooba Design Superbungee Strap Case for Laptops (730-202). Electronics. Computers & Accessories. Skooba Design.
9th: Polk Audio RM705 5.1 Home Theater System (Set of Six, Black). Electronics. Television & Video. Polk Audio.
10th: C2G 28114 USB Cable - USB 2.0 Right Angle A Male to Micro-USB B Right Angle Male Cable, Black (6.6 Feet, 2 Meters). Electronics. Computers...
11th: Logitech Harmony Adapter for PlayStation 3 (Discontinued by Manufacturer). Electronics. Accessories & Supplies. Logitech.
12th: AmazonBasics High-Speed HDMI Cable - 9.8 Feet (3 Meters) Supports Ethernet, 3D, 4K and Audio Return. Electronics. Accessories & Supplies. AmazonBasics.
13th: AmazonBasics Wall Charger with USB Outlet (2.1 Amp Output). Electronics. Portable Audio & Video. AmazonBasics.
14th: StarTech.com 6ft Straight Through Serial Cable - DB9 M/F. Electronics. Computers & Accessories. StarTech.
15th: Samsung Galaxy Tab 30-Pin To USB Connection Adapter Kit - Tab 2, Note 10.1 - EPL-1PL0BEGXAR USB Connection Kit. Electronics. Computers & Accessories. Samsung.
16th: rooCASE Samsung GALAXY Note 10.1 Dual-Axis Leather Folio Case Cover (NOT compatible with GALAXY Note 10.1 2014 Edition). Electronics. Computers & Accessories. rooCASE.
17th: Anker Bluetooth Ultra-Slim Keyboard for iPad Air 2 / Air, iPad mini 3 / mini 2 / mini, iPad 4 / 3 / 2, Galaxy...
18th: Full Size BTC M810PU 800 dpi Stylish USB Optical Desktop Mouse - Black. FCC & CE Safety Approved. Electronics. Computers & Accessories. BTC.
19th: VideoSecu TV Wall Mount Articulating Arm Monitor Bracket for most 19"-32", some up to 47" LCD LED Plasma Flat Panel Screen TV with VESA 100/75mm...
20th: Kingston Digital DataTraveler SE9 8GB USB 2.0 DTSE9H/8GBZ. Electronics. Computers & Accessories. Kingston.
21st: Outlets To Go Power Strip with USB - Black. Electronics. Accessories & Supplies. Vandora.
22nd: Intel 330 Series Solid-State Drive 120 GB SATA 6 Gb/s 2.5-Inch - SSDSC2CT120A3K5. Electronics. Computers & Accessories. Intel.
23rd: C2G 29803 16 AWG 1-to-4 Power Cord Splitter - NEMA 5-15P to 4 NEMA 5-15R, TAA Compliant, Black (1.5 Feet, 0.45 Meters). Electronics. Accessories &...
24th: Synology DiskStation 4-Bay Diskless Network Attached Storage (DS414). Electronics. Computers & Accessories. Synology.
25th: Logitech - LS21 2.1 Stereo Speaker System. Electronics. Computers & Accessories. Logitech.
26th: GAMMA RAY 007 Harmful Blue Light Eye Strain Protection Video Gaming Glasses with Minimal Color Distortion Anti Screen Glare, UV400 for Digital Screens. Electronics. Computers...
27th: Logitech - M325c Wireless Optical Mouse - Red Harlequin. Electronics. Computers & Accessories. Logitech.
28th: McFadyon Compatible with iPhone XS XR X 8 7 6 5 iPad iPod HDMI Adapter Converter, Digital AV Adapter, 2019 Latest Plug and Play 1080P...

Options:
A: SILVERWAREdock - Cutlery tray for the obsessive compulsive! Keeps forks and spoons perfectly stacked!. Home & Kitchen. Kitchen & Dining. SILVERWAREdock.
B: BE Headwear Bluetooth Headset for Universal/Smartphones - Retail Packaging - Parent. Electronics. Headphones. BE Headwear.
C: CaliTime Soft Throw Pillow Cover Case for Couch Sofa Bed, Vintage Quatrefoil Trellis Geometric Embroidered, 17 X 17 Inches, Neutral Gray. Home & Kitchen. Bedding.
D: KENTEK 1050 Watt 1050W 140mm Fan ATX Power Supply 12V 2.3 EPS12V 2.92 Quad SLI-ready PCI-Express SATA 20/24 PIN Intel AMD by KENTEK. Electronics. Computers...
E: TALON Grips for Glock 19, 23, 25, 32, 38. Sports & Outdoors. Sports & Fitness. TALON Grips.
F: NO STOCK. Home & Kitchen. Bath. The Fine Living Company.
G: Waterproof Case (Dry Box) | Pelican Storm iM2950 Case With Foam (OD Green). Sports & Outdoors. Outdoor Recreation. Pelican.
H: Lexar Professional Series 16 GB 300x UDMA CompactFlash Memory Card CF16GB-300-381. Electronics. Computers & Accessories. Lexar.
I: Vertical Freezer, 1.1 cu. ft, White. Home & Kitchen. Kitchen & Dining. Igloo.
J: USB Card Reader Micro USB OTG to USB 2.0 Adapter; SD/Micro SD Card Reader with Standard USB Male & Micro USB Male Connector for Smartphones/Tablets...
K: Aerielle i2i Wireless Digital Audio Device for iPod and MP3 Players (Black). Electronics. Portable Audio & Video. i2i.
L: Sniper Treestands The Insider Hunting Tree Stand. Sports & Outdoors. Sports & Fitness. Sniper Treestands.
M: Francois et Mimi Fruit Tree Bowl Basket, Iron, Black (Without Banana Hanger). Home & Kitchen. Kitchen & Dining. Francois et Mimi.
N: Cotton Linen Square Decorative Throw Pillow Case Cushion Cover Beautiful Bohemian Flower Boho Pattern 18 "X18 " (2). Home & Kitchen. Bedding. Queen's designer.
O: HUHD Fiber-optical Wireless 2.4ghz 2015 New Stereo Gaming Headsets Over-ear Headphones for Xbox 360 PS3 PS4 PC Compatible With Xbox One With Using of Kinect...
P: Logitech Wireless Mouse M325 with Designed-For-Web Scrolling - Blue. Electronics. Computers & Accessories. Logitech.
Q: Fujifilm Instax Mini 8 Instant Film Camera Blue + With Fujifilm Instax Mini Instant Film Twin Pack (20 Sheets) + Blue PU leather Case With...
R: Yoturo Food Chopper Manual Vegetable Shredder, Portable Mufti-function Food Processor, Fruit and Vegetable Blender Slicer Mincer to Chop Onion, Nut, Garlic for Salsa, Salad, Pesto,...
S: Motorcycle Battery Hard Wire Charging Cable for Garmin Nuvi. Electronics. GPS, Finders & Accessories. Buybits Addons.
T: Pyle Home PHSA5 5.1 Home Theater System With Active Subwoofer and Five Satellite Speakers. Electronics. Home Audio. Pyle.
Answer: P