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

Input:
1st: Canon Powershot ELPH 170 IS 20.0MP (Silver) With USA Warranty + 8 & 16 GB GB SDHC Class 10 Memory Cards + Extra Battery (NB-11L)...
2nd: HAUPPAUGE WinTV-quadHD PCI Express TV Tuner Card 1609. Electronics. Computers & Accessories. Hauppauge.
3rd: Hauppauge 1213 WinTV-HVR-2255 Dual Hybrid PCI-E TV Tuner Board with Media Center Remote Control and Receiver. Electronics. Computers & Accessories. Hauppauge.
4th: Hauppauge 1212 HD-PVR High Definition Personal Video Recorder. Electronics. Television & Video. Hauppauge.
5th: Cisco-Linksys WRT610N Simultaneous Dual-N Band Wireless Router. Electronics. Computers & Accessories. Linksys.
6th: RCA to XLR Audio Cord - Dual RCA Male To XLR Female Connector 5 ft Heavy Duty Portable Professional Speaker Cable Wire Adapter - Delivers...
7th: Sierra Wireless Overdrive 3G/4G Mobile Hotspot (Sprint). Electronics. Computers & Accessories. Sierra Wireless.
8th: Brother Genuine P-touch TZE-221 Tape, 3/8" (0.35") Standard Laminated P-touch Tape, Black on White, Laminated for Indoor or Outdoor Use, Water Resistant, 26.2 Feet (8M),...
9th: Blackmagic Design Intensity Pro - HDMI and Analog Editing Card. Electronics. Computers & Accessories. Blackmagic Design.
10th: Aleratec SATA Data Cable, 20in - 12 Pack. Electronics. Computers & Accessories. Fiery Youth.
11th: TiVo Remote Control - Universal Replacement for Premiere, Series3, and Series2. Electronics. Accessories & Supplies. TiVo.
12th: Vello LCD Screen Protector Ultra for Nikon Df, D4s, D7100, D7200, D610, D750 & D810 Camera. Electronics. Camera & Photo. Vello.
13th: AmazonBasics Wireless Remote Control for Nikon Digital SLR Cameras. Electronics. Camera & Photo. AmazonBasics.
14th: StarTech.com 4 port PCI 1394a FireWire Adapter Card - 3 External 1 Internal. Electronics. Computers & Accessories. StarTech.
15th: Kingston Technology 4GB 1600MHz DDR3L PC3-12800 1.35V Non-ECC CL11 SODIMM Intel Laptop Memory KVR16LS11/4. Electronics. Computers & Accessories. Kingston Technology.
16th: Tera Grand - Premium USB 2.0 to RS232 Serial DB9 Adapter - Supports Windows 10, 8, 7, Vista, XP, 2000, 98, Linux and Mac -...

Options:
A: Mini USB Voice Recorder, Digital Audio Voice Activated Recorder Dictaphone with MP3, 8GB Memory - JVR M10B. Electronics. Portable Audio & Video. JVR.
B: Antiee New Replacement Battery for Dell Poweredge Perc 5i 6i Fr463 P9110 Nu209 U8735 Xj547 3.7v 7wh. Electronics. Computers & Accessories. Dell Computers.
C: Oriental Furniture Bamboo Roll Up Blinds - Natural - (36 in. x 72 in.). Home & Kitchen. Home Dcor. ORIENTAL FURNITURE.
D: Breadman BK2000B 2-½-Pound Bakery Pro Bread Maker with Collapsible Kneading Paddles and Automatic Fruit and Nut Dispenser. Home & Kitchen. Kitchen & Dining. Breadman.
E: Madison Park Crosby King Size Bed Comforter Set Bed in A Bag - Brown, Silver, Blue, Pieced Jacquard Patterns – 7 Pieces Bedding Sets –...
F: Lekue Gourmet Industrial Ice Cube Tray, Blue. Home & Kitchen. Kitchen & Dining. Lekue.
G: Leaning Palm Trees Oval Etched Window Decal Vinyl Glass Cling - 21" x 33" - White with Clear Design Elements. Home & Kitchen. Home Dcor...
H: Amcrest UltraHD 2MP Outdoor Camera Dome (Quadbrid 4-in-1 HD CVI TVI AHD) Security Camera Weatherproof 98ft IR Night Vision, 103° Wide Angle, Home Security, Black...
I: Marksman BB .177 Air Pistol. Sports & Outdoors. Sports & Fitness. Marksman.
J: VIZIO E32-C1 32-Inch 1080p Smart LED TV (2015 Model). Electronics. Television & Video. VIZIO.
K: ZERO AUDIO-ear stereo headphone carbo Tenore ZH-DX200-CT. Electronics. Headphones. Zero Audio.
L: Kodak Easyshare DX6490, DX7440, DX7590, DX7630 - Replacement Battery Charger (Incl. Car Adapter). Electronics. Camera & Photo. Blue Nook.
M: 60 X 102 Fall Gatherings Thanksgiving Tablecloth - Clearance Sale. Home & Kitchen. Kitchen & Dining. Bardwill.
N: KRUPS KT4065Thermal Programmable Coffeemaker, 10-Cup, Stainless Steel. Home & Kitchen. Kitchen & Dining. KRUPS.
O: Cedar America Aromatic Cedar Scent Blocks, 24 pieces. Home & Kitchen. Storage & Organization. Cedar America.
P: Bean Products Zafu Meditation Cushion - Yoga - Multiple Colors, Sizes and Fabrics - Organic Buckwheat Fill - Made in USA. Sports & Outdoors. Sports...
Q: Soft Air Taurus 24/7 Airsoft Pistol. Sports & Outdoors. Sports & Fitness. Taurus.
R: NuWave PIC Titanium 2016 Model Year 1800 Watts Highest Powered Induction Cooktop With Variable Watts Adjuster. Home & Kitchen. Kitchen & Dining. NuWave.
S: Dragonwar Desert Eagle Advanced Gaming Keyboard. Electronics. Computers & Accessories. Dragonwar.
T: iPad Screen Protector (2017,iPad Pro 9.7,Air 2,Air), Skinomi Tech Glass Screen Protector for Apple iPad 2017 Clear HD and 9H Hardness Ballistic Tempered Glass Shield...
Answer: K