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

Input:
1st: Diamond VC500 USB 2.0 One Touch VHS to DVD Video Capture Device with Easy to use Software, Convert, Edit and Save to Digital Files For...
2nd: Generic 7" LED Backlight TFT LCD Monitor for Car Rearview Cameras, Car DVD, Serveillance Camera, STB, Satellite Receiver and other Video Equipmen. Electronics. Car &...
3rd: VideoSecu 100ft HD Pre-made All-in-One Video Security Camera Cable Power Extension Wire Cord with BNC RCA Connectors for 720P 960P 960H CCTV Surveillance DVR System...
4th: PNY Turbo 32GB USB 3.0 Flash Drive - P-FD32GTBOP-GE. Electronics. Computers & Accessories. PNY.
5th: Toshiba Satellite C55-B5300 16-Inch Laptop (Intel Celeron N2840 Processor, 4 GB DDR3L Memory, 500 GB HDD, DVD-SuperMulti Drive, Windows 8.1). Electronics. Computers & Accessories. Toshiba.
6th: SainSonic SS5380 Laser Infrared Themometer, Wide Temperature Range (-26 F~716 F). Electronics. Headphones. ULTI-LUMENX.
7th: Picoino 3-Pack Bootloader Kit for Arduino Uno R3 boards: 3x Atmel ATmega328P-PU, 3 items with Arduino Uno Bootloader, genuine Instructions. Electronics. Computers & Accessories. Picoino.
8th: ESUMIC LCD Module for Arduino UNO R3 MEGA2560 16 X 2, 1602 White on Blue. Electronics. Computers & Accessories. ESUMIC.
9th: FLOUREON 3-Pack 2.4V 1800mAh Ni-MH Cordless Phone Batteries for Sony BP-T50 AT&T: 50, 91301 Vtech BT175242 BT-175242 BT275242 BT-275242. Electronics. Accessories & Supplies. floureon.
10th: R-Tech DC12V 1A UL-Listed Switching Power Supply Adapter for CCTV - 5 Pack - Black. Electronics. Accessories & Supplies. R-Tech.
11th: R-Tech CA-IR50-HS 800 TVL Outdoor/Indoor Security CCTV Bullet Camera (Black). Electronics. Camera & Photo. R-Tech.
12th: Ansice - 2.1mm Lens Wide Angle Mini Cmos Board Camera CCTV 1000TVL with IR-Cut Board Security Camera. Electronics. Camera & Photo. ansice.
13th: ZOSI 1080P HD 1920TVL Hybrid 4-in-1 TVI/CVI/AHD/960H CVBS CCTV Surveillance Weatherproof Bullet Security Camera 42PCS Infrared LEDs, 120ft IR Distance, For HD-TVI, AHD, CVI, and...
14th: Camecho Wireless Audio Video AV Transmitter Receiver Sender Set 16-ch 1.2Ghz 700mw (DC 12V) for CCTV Camera DVR FPV DVD. Electronics. Security & Surveillance. Camecho.
15th: Generic Black 3-Button 3D USB 800 Dpi Optical Scroll Mice Mouse w/Blue & Red LEDs For Notebook Laptop Desktop. Electronics. Computers & Accessories. Generic.
16th: VantaKool 2pcs nRF24L01+ 2.4GHz Wireless Transceiver in Antistatic Foam Arduino Compatible. Electronics. Computers & Accessories. VantaKool.
17th: JBtek 4 Channel DC 5V Relay Module for Arduino Raspberry Pi DSP AVR PIC ARM. Electronics. Computers & Accessories. JBtek.
18th: Endust for Electronics, CD/DVD Lens Cleaner, Blu Ray, Great for Desktop Computers and Players (262000). Electronics. Accessories & Supplies. Endust for Electronics.
19th: Mailiya PCI-E to USB 3.0 2-Port PCI Express Card,Mini PCI-E USB 3.0 Hub Controller Adapter with 15-Pin Power Connector and 1 USB 3.0 20-Pin Connector...
20th: FIFINE USB Microphone, Plug &Play Home Studio USB Condenser Microphone for Skype, Recordings for YouTube, Google Voice Search, Games(Windows/Mac)-K668. Electronics. Computers & Accessories. FIFINE.
21st: Samsung 32GB up to 48MB/s EVO Class 10 Micro SDHC Card with Adapter (MB-MP32DA/AM). Electronics. Computers & Accessories. Samsung.
22nd: XCSOURCE 5x V3.0 USB Nano ATmega328P 5V 16M Micro Controller Board Module for Arduino (TE359). Electronics. Computers & Accessories. XCSOURCE.
23rd: Transcend 1 TB StoreJet M3 Military Drop Tested USB 3.0 External Hard Drive. Electronics. Computers & Accessories. Transcend.
24th: USB 3.0 4-Port HUB,THZY Bus-Powered 3.0 4-Port HUB with Built-in 1ft USB Cable. Electronics. Computers & Accessories. THZY.
25th: Samsung 16GB PRO Class 10 Micro SDHC Card with Adapter up to 90MB/s (MB-MG16EA/AM). Electronics. Computers & Accessories. Samsung.
26th: uxcell® 5 Pcs TO-220 Package L7812CV 1.5A 12V Positive Voltage Regulators. Electronics. Accessories & Supplies. uxcell.
27th: XCSOURCE 5x V3.0 USB Nano ATmega328P 5V 16M Micro Controller Board Module for Arduino (TE359). Electronics. Computers & Accessories. XCSOURCE.
28th: uxcell USB Type A Standard Port Female Solder Soldering Jacks Connector 10pcs Silver Tone. Electronics. Accessories & Supplies. uxcell.
29th: SanDisk Extreme 32GB microSDHC UHS-I Card with Adapter - SDSQXVF-032G-GN6MA [Old Version]. Electronics. Computers & Accessories. SanDisk.
30th: 830 Point Prototype PCB Breadboard - Pack of 3 (MB-102) by Aketek. Electronics. Computers & Accessories. Aketek.
31st: Lexar Professional 1800x microSDHC 32GB UHS-II W/USB 3.0 Reader Flash Memory Card - LSDMI32GCRBNA1800R. Electronics. Computers & Accessories. Lexar.
32nd: Amcrest Security Camera Cable 60FT BNC Cable, Camera Wire CCTV, Pre-Made All-In-One Video And Power Cable For Security Camera 960H, HDCVI, HDTVI Camera, Analog, DVR...
33rd: PNY Elite Performance 128 GB High Speed SDXC Class 10 UHS-I, U3 Up to 95 MB/Sec Flash Card (P-SDX128U395-GE). Electronics. Computers & Accessories. PNY.
34th: Anker 4-Port USB 3.0 Ultra Slim Data Hub for MacBook, Mac Pro/Mini, iMac, Surface Pro, XPS, Notebook PC, USB Flash Drives, Mobile HDD, and More...
35th: Seagate Expansion 1TB Portable External Hard Drive USB 3.0 (STEA1000400). Electronics. Computers & Accessories. Seagate.
36th: Pre-made All-in-One BNC Video and Power Cable Wire Cord with Connector for CCTV Security Camera (25Ft, 50Ft, 60Ft, 100Ft, 125Ft, 150Ft, 200Ft available). Electronics. Security...
37th: PECHAM 24 IR LEDs Bullet Security CCTV Camera, 3.6mm Wide Angle Lens High Resolution 120ft IR Cut Night Vision Weatherproof Indoor / Outdoor Surveillance Camera...
38th: Sony BDPS1700 Wired Streaming Blu-Ray Disc Player (2016 Model) (Certified Refurbished). Electronics. Television & Video. Sony.
39th: AmazonBasics USB 2.0 Extension Cable - A-Male to A-Female - 9.8 Feet (3 Meters). Electronics. Accessories & Supplies. AmazonBasics.

Options:
A: Ball Regular Mouth Jar Storage Caps Set of 8 (Regular x2). Home & Kitchen. Kitchen & Dining. Ball.
B: bubba brands 34 oz mug classic yellow. Home & Kitchen. Kitchen & Dining.
C: Mini USB Optical Mouse for Laptop/XP/Vista/Windows 7 - Retractable cable + scroll wheel. Electronics. Computers & Accessories. Kinobo Laptop Retractable Mouse.
D: KEEDA® 14 Pack Stylus with Ball Point Pen for iPhone 4,5,6,6 Plus,for iPad Mini Air Air 2,for Samsung S3,S4,S5,S6. Electronics. Computers & Accessories. Keeda.
E: SimpleTech SimpleDrive 250 GB External USB 2.0 Hard Drive. Electronics. Computers & Accessories. SimpleTech.
F: Weston 11" x 16" 3mil Commercial Grade Vacuum Seal Bags - 100 count. Home & Kitchen. Kitchen & Dining. Weston.
G: Azio Vision Backlit USB Keyboard with Large Print keys and 5 Interchangeable Backlight Colors (KB506) - Wired. Electronics. Computers & Accessories. Azio.
H: Official NCAA License Plate Frame Chrome by Rico. Sports & Outdoors. Fan Shop. Rico.
I: SMONET Luxury PU Leather Rectangular Tissue Napkin Paper Box Holder Tray Pumping for Home Office Car Automotive Decoration Tissue Cover Box Dispenser Case Holder (Sleek...
J: Roller Derby Boys' FIRESTAR Roller Skates. Sports & Outdoors. Outdoor Recreation. Roller Derby.
K: SHIMANO CN-7801 Dura Ace Bicycle Chain (10-Speed, 116L, Silver). Sports & Outdoors. Outdoor Recreation. SHIMANO.
L: Rimobul Lace Wedding Garters with Toss Away - Set of 2 (Light Blue). Home & Kitchen. Event & Party Supplies. Rimobul.
M: Macally Car Headrest Mount Holder for Apple iPad Pro/Air/Mini, Tablets, Nintendo Switch, iPhone, Smartphones 4.5" to 10" Wide with Dual Adjustable Positions and 360° Rotation...
N: Stretch is Comfort Girl's Dance Cheer Gymnastics Metallic Booty Shorts. Sports & Outdoors. Sports & Fitness. Stretch is Comfort.
O: Uncle Mike's Tactical Inside-the-Waistband Tuckable Holster. Sports & Outdoors. Sports & Fitness. Uncle Mike's Tactical.
P: CYS GCL109 Cloche Bell Glass Dome with Tray, 8.5". Home & Kitchen. Home Dcor. CYS EXCEL.
Q: Ivation GDM36 Powerful Mid-Size Thermo-Electric Dehumidifier - Quietly Gathers Up to 20oz. of Water per Day - for Spaces Up to 2,200 Cubic Feet. Home...
R: Million Premium HDMI Cable (130 Feet)-for In-wall Installation- supports 3D and Audio Return [Latest HDMI version]- Delivers 1080p Video on Amazon Fire TV, Roku 3,...
S: STERILITE 12828006 Large Wheeled Stacking Basket with Titanium Handles and Wheels, White, 6-Pack. Home & Kitchen. Storage & Organization. STERILITE.
T: Keep Calm I'm A Social Worker Coffee Mug Great Office Novelty by Go Banners. Home & Kitchen. Kitchen & Dining. Go Banners.
Answer: G