Instruction: The user's purchase history implies her preferences. Rank the items in the options based on the user's preferences. Output the item that the user is most likely to purchase next from the options.

Input:
1st: Polaroid Studio Series 37mm Snap Mount Lens Cap. Electronics. Camera & Photo. Polaroid.
2nd: STK's Canon LP-E5 Battery Pack - 2000mAh for Canon EOS Rebel XS, Rebel T1i, Rebel XSi, 1000D, 500D, 450D, Kiss X3, Kiss X2, Kiss F,...
3rd: Lanzar 12in Car Subwoofer Speaker - Black Non-Pressed Paper Cone, Stamped Steel Basket, Dual 4 Ohm Impedance, 1600 Watt Power and Foam Edge Suspension for...
4th: EasyAcc? 5000mAh Brilliant Ultra Slim Power Bank USB Portable External Battery Charger For iPhone Samsung Galaxy iPad HTC Nokia Huawei Android Smartphone Phone Tablets Pc...
5th: Aluminum Heatsink Cooling for 4 x 3W / 12 x 1W LED. Electronics. Computers & Accessories. Generic.
6th: Audio-Technica AT120EB Elliptical Bonded Biradial Turntable Cartridge. Electronics. Home Audio. Audio-Technica.
7th: Audio-Technica AT-HS10SV 1/2" Universal Headshell for 4-Pin Turntable Cartridges, Silver. Electronics. Home Audio. Audio-Technica.
8th: Pioneer AVH-X2800BS In-Dash DVD Receiver with 6.2" Display, Bluetooth, SiriusXM-Ready. Electronics. Car & Vehicle Electronics. Pioneer.
9th: VIVO Universal Extending White Ceiling Projector Mount/Height Adjustable Projection (MOUNT-VP02W). Electronics. Accessories & Supplies. VIVO.
10th: Steel Full Profile Expansion Slot Cover Plate - 10 Pack. Electronics. Computers & Accessories. StarTech.
11th: C2G 52119 USB Extension Cable - USB 2.0 A Male to A Female Extension Cable, Black (6 Inches). Electronics. Computers & Accessories. C2G/Cables To Go.
12th: uxcell 5 Pcs TO-220 Package L7806CV 1.5A 6V Positive Voltage Regulator. Electronics. Accessories & Supplies. Emopeak.
13th: HUACAM HCM35N Wi-Fi Antenna Magnetic Stand Base RP SMA Connector with 3m Extension Cable. Electronics. Computers & Accessories. HUACAM.
14th: C2G 27228 Velocity Mini-Coax F-Type Cable, Blue (12 Feet, 3.65 Meters). Electronics. Accessories & Supplies. C2G/Cables To Go.
15th: Cable Matters 2-Pack 16 AWG Heavy Duty 3 Prong Monitor Power Cord (PC Power Cord/Computer Power Cord/AC Power Cable) in 6 Feet (NEMA 5-15P to...
16th: CHAOHANG New 2 x 6dBi RP-SMA Dual Band 2.4GHz 5GHz + 2 x 35cm U.fl / IPEX Cable Antenna Mod Kit No Soldering for Wireless...
17th: Cheetah APTMM2B TV Wall Mount for 20-70" TVs up to VESA 600 and 165lbs, and fits 16” And 24” Wall Studs, and includes a Tilt...
18th: Cheetah Mounts APFMSB TV Wall Mount Bracket for 20-55” TVs Up To VESA 400 and 115 lbs including a Twisted Veins 10’ HDMI Cable and...
19th: SilverStone Technology 450W SFX Form Factor 80 PLUS GOLD Full Modular Power Supply with +12V single rail, Active PFC (ST45SF-G). Electronics. Computers & Accessories. SilverStone...
20th: Cable Matters 2-Pack CL2 In-Wall Rated (CM) Quad Shielded Coaxial Cable (RG6 Cable/Coax Cable) in Black 15 Feet - Available 1.5FT - 100FT in Length...
21st: JBL Charge 3 JBLCHARGE3BLKAM Waterproof Portable Bluetooth Speaker (Black). Electronics. Portable Audio & Video. JBL.
22nd: AMD FD8350FRHKBOX FX-8350  FX-Series 8-Core Black Edition Processor. Electronics. Computers & Accessories. AMD.
23rd: DROK AC to DC 24V Power Converter Module 4A 100W Switching Power Supply Board AC 85-265V Variable Input with Indicator Industrial Grade Switch Power Supply...
24th: AmazonBasics 3.5mm Male to Male Stereo Audio Aux Cable - 2 Feet (0.6 Meters). Electronics. Accessories & Supplies. AmazonBasics.
25th: Intel 3160 Dual Band Wireless AC + Bluetooth Mini PCIe card Supports 2.4 and 5.8Ghz B/G/N/AC Bands. Electronics. Computers & Accessories. Intel.
26th: Metra 40-EU10 Antenna to Radio Adapter Cable for Select 2002-Up BMW/Volkswagen Vehicles. Electronics. Car & Vehicle Electronics. Metra.
27th: Conwork 2-Pack SuperSpeed USB 3.0 Type-A Male to Male and Female to Female Adapter Bridge Extension Coupler Gender Changer Connector. Electronics. Computers & Accessories. Conwork.
28th: Rokinon HD8M-C 8mm f/3.5 HD Fisheye Lens with Removeable Hood for Canon DSLR 8-8mm, Fixed-Non-Zoom Lens. Electronics. Camera & Photo. Rokinon.
29th: Thermaltake Core V71 Tempered Glass Edition E-ATX Full Tower Tt LCS Certified Gaming Computer Case CA-1B6-00F1WN-04. Electronics. Computers & Accessories. Thermaltake.
30th: Polk Audio DXi461 4"x6" 120 Watts Coaxial Speakers. Electronics. Car & Vehicle Electronics. Polk Audio.
31st: Orion 7376 235mm ID Telescope Tube Rings. Electronics. Camera & Photo. ORION.
32nd: Zalman CPU Fan with 92mm Fan LED (CNPS9500A LED-CU). Electronics. Computers & Accessories. Zalman.
33rd: Thermaltake Core X31 RGB Edition SPCC ATX Mid Tower Tt LCS Certified Gaming Computer Case CA-1E9-00M1WN-02. Electronics. Computers & Accessories. Thermaltake.
34th: EVGA 500 W1, 80+ WHITE 500W, 3 Year Warranty, Power Supply 100-W1-0500-KR, Black. Electronics. Computers & Accessories. EVGA.
35th: VIVO ATX Mid Tower Economy Computer Gaming PC Case/Black Desktop Shell / 4 Fan Mounts, USB 3.0 Port (CASE-V01). Electronics. Computers & Accessories. VIVO.
36th: RIOT 1100 Watts, Mosfet Monoblock Power Amplifier R1100M. Electronics. Car & Vehicle Electronics. BOSS Audio Systems.

Options:
A: Black Optical Hand-Held USB Trackball Mouse For Laptop PC. Electronics. Computers & Accessories. Brainydeal.
B: Chill Rocks - Set of 8 Grey Whisky Stones [Chilling Rocks] in Gift Box with Muslin Carrying Pouch - Made of 100% Pure Soapstone. Home...
C: Bell Sports 1004074 Bicycle Handle Bar Ends. Sports & Outdoors. Outdoor Recreation. Bell.
D: Polk Audio db1040 10-Inch Single Voice Coil Subwoofer (Single, Black). Electronics. Car & Vehicle Electronics. Polk Audio.
E: Must Have Accessory Kit For Canon Powershot Elph 190 IS, ELPH 180, ELPH 150 IS, ELPH 350 HS, A2500, ELPH 170 IS, ELPH 160, ELPH...
F: Collections Etc Holiday Village Lighted Wall Canvas Decoration. Home & Kitchen. Wall Art. Collections Etc.
G: Achim Home Furnishings Madera Falsa 2-Inch Faux Wood Blind, 27-Inch by 64-Inch, White. Home & Kitchen. Home Dcor. Achim Home Furnishings.
H: Lenovo Thinkpad Pro Docking Station With 90w AC Adapter (40A10090US ) In The Factory Sealed Lenovo USA Retail Packaging. Electronics. Computers & Accessories. Lenovo.
I: KV Kitchen & Bath Storage EZC 17/1 OK Oak Instant Corner Shelves Single Pack, 17" x 17". Home & Kitchen. Home Dcor. KV Kitchen &...
J: Kings' deal (Tm) 12 Inches High Quality Ultra Thickness Latex Balloon 100 Count (Red). Home & Kitchen. Event & Party Supplies. king's deal.
K: Chezmoi Collection 7-Piece Micro Suede Patchwork Duvet Cover Set, California King, Solid Black/Brown/White. Home & Kitchen. Bedding. Chezmoi Collection.
L: Rawlings Youth Velo Ash -7.5 with Ultra Thin Tac Grip Wood Bat. Sports & Outdoors. Sports & Fitness. Rawlings.
M: Rothco GI Type Cat Eye Helmet Band.  Rothco.
N: 8" Long Stainless Steel Cocktail Muddlers by HQY, Muddler. Home & Kitchen. Kitchen & Dining. HQY.
O: 17 in. - 90th Year To Celebrate Metallic Balloon - each. Home & Kitchen. Event & Party Supplies. Anagram.
P: Cozy Products CLS Metal Cozy Legs  Flat Panel Radiant Desk Heater Stand. Home & Kitchen. Heating, Cooling & Air Quality. Cozy.
Q: Way 2 Cool 1 Hottest Selling Elite Microfiber Cooling Towel on the Market by. Sports & Outdoors. Sports & Fitness. Way 2 Cool.
R: HWI Gear KTS100 Touchscreen Hard Knuckle Tactical Gloves. Sports & Outdoors. Sports & Fitness. HWI Gear.
S: ION Audio Block Party Live 50 Watt Portable Bluetooth Speaker System with Party Lights, Wheels & Handle. Electronics. Portable Audio & Video. ION Audio.
T: Belkin Acrylic and Brushed Metal Case for iPod 5G, 5.5G (Black). Electronics. Portable Audio & Video. Belkin.
Answer: D