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

Input:
1st: Bose TriPort In-Ear Headphones - Headphones ( ear-bud ) - black. Electronics. Headphones. Bose.
2nd: IOGEAR 1-Port USB 2.0 Print Server, GPSU21. Electronics. Computers & Accessories. IOGEAR.
3rd: AKG Q701 Quincy Jones Signature On-Ear Reference Headphones (Green). Electronics. Headphones. AKG.
4th: SanDisk Flash 4 GB Memory Stick PRO Duo Flash Memory Card SDMSPD-004G, Black. Electronics. Computers & Accessories. SanDisk.
5th: Datacolor Spyder4Pro S4P100 Colorimeter for Display Calibration. Electronics. Camera & Photo. Datacolor.
6th: Logitech Wireless Mouse M185 - Swift Gray. Electronics. Computers & Accessories. Logitech.
7th: AmazonBasics USB 2.0 Portable External DVD Optical Drive. Electronics. Computers & Accessories. AmazonBasics.
8th: WD Livewire Powerline AV Network Kit 200Mbps - extend Internet to your HDTV. Electronics. Computers & Accessories. Western Digital.
9th: ICY DOCK Classic 2.5" to 3.5" Bay SATA HDD & SSD Converter / Mounting Kit /Bracket - EZConvert MB882SP-1S-1B. Electronics. Computers & Accessories. ICY DOCK.
10th: Intellinet 1-Port Power over Ethernet  Injector (524179). Electronics. Computers & Accessories. Intellinet.
11th: EVGA 1GB GeForce 8400 GS DirectX 10 64-Bit DDR3 PCI Express 2.0 x16 HDCP Ready Video Card Model 01G-P3-1302-LR. Electronics. Computers & Accessories. EVGA.
12th: "2200mAh  Hi-Capacity Battery Pack for Tivoli PAL (MA-4 3-pin) and TEAC Portable Radios". Electronics. Portable Audio & Video. PowerPAL.
13th: XFX Radeon HD 5450 Graphic Card 650 MHz Core 1 GB SDDR3 PCI Express 2.1 x16 Low-profile 1066 MHz Memory Clock 2560 x 1600 Passive...
14th: BV-Tech Single Gigabit Port Power over Ethernet Plus PoE+ Injector – 30W – 802.3at – up to 100 meters (325 Feet) – BV-I100GH. Electronics. Computers...
15th: EnGenius EAP350 N300 High-Power Wireless Gigabit Indoor Access Point/WDS/Repeater, N300. Electronics. Computers & Accessories. EnGenius.
16th: Ubiquiti EdgeMax EdgeRouter Lite ERLite-3 512MB Memory 3 Ethernet Ports Router. Electronics. Computers & Accessories. Ubiquiti Networks.
17th: Large Print English Keyboard Stickers Labels Overlays (Lexan® polycarbonate, 3M® adhesive) for the Visually Impaired (Non Transparent - Black with White Letters). Electronics. Computers &...
18th: Ubiquiti Networks - ERPOE-5 - EdgeRouter POE 24VDr C 1.25A Power Adapter. Electronics. Computers & Accessories. Ubiquiti.
19th: Logitech Wireless Mouse M325 Dark Silver (910-002816). Electronics. Computers & Accessories. Logitech.
20th: Digital Video Stabilizer. Electronics. Accessories & Supplies. Digital Video.
21st: Memorex Standard DVD Cases - 10 Pack. Electronics. Accessories & Supplies. Memorex.
22nd: Samsung Electronics 840 Pro Series 2.5-Inch Solid State Drive, 256GB. Electronics. Computers & Accessories. Samsung.
23rd: Sony MDR7506 Professional Large Diaphragm Headphone. Electronics. Headphones. Sony.
24th: Headset Buddy Female RJ9/RJ22 to Male 2.5mm Headset Adapter (RJ9-PH25). Electronics. Accessories & Supplies. Headset Buddy.
25th: Fujifilm X-T1 16 MP Mirrorless Digital Camera with 3.0-Inch LCD (Body Only) (Weather Resistant) (Old Model). Electronics. Camera & Photo. Fujifilm.
26th: Samsung Electronics Samsung 850 Pro-Series 2.5" 128GB SATA III Internal Solid State Drive Single Unit Version MZ-7KE128BW. Electronics. Computers & Accessories. Samsung.
27th: Monster QuickLock MKII Gold Banana Connectors For Easy Self Crimping Terminations - 2 pr (Discontinued by Manufacturer). Electronics. Accessories & Supplies. Monster.
28th: Noctua NF-A8 ULN, 3-Pin Premium Quiet Fan (80mm, Brown). Electronics. Computers & Accessories. Noctua.
29th: AmScope LED-64-A Microscope Ring Light Illuminator, Stereo Microscope LED Ring Light with Dimmer, 9W 90V-260V 64-LED. Electronics. Camera & Photo. AmScope.
30th: Insignia HD Radio Tabletop Radio Black NS-HDRAD by Insignia. Electronics. Portable Audio & Video. Insignia.
31st: Emotiva Audio DC-1 Balanced 24/192 Fully Differential DAC. Electronics. Home Audio. Emotiva Audio.
32nd: Seotic 2 in 1 Port 3.5mm Aux Headphone Jack and Charger Adapter Cable IP 8 7/7 Plus Support iOS 10.3 (Silver). Electronics. Accessories & Supplies...
33rd: Coolerguys Thermal Fan Controller (Rev. 4). Electronics. Computers & Accessories. Coolerguys.
34th: Fujinon XF60mmF2.4 R Macro. Electronics. Camera & Photo. Fujifilm.
35th: SIIG FireWire 2-Port PCIe (NN-E20012-S2). Electronics. Computers & Accessories. SIIG.
36th: Emotiva Audio XPS-1 Phono Preamp. Electronics. Home Audio. Emotiva Audio.
37th: DHT Electronics BNC Male to Male Jumper Cable for Oscilloscope and Function Generators 3FT. Electronics. Accessories & Supplies. DHT Electronics.
38th: UGREEN HDMI Cable Extension Male to Female HDMI Extender Cord 4K Compatible for TV Stick, Roku Stick, Chromecast, Nintendo Switch Wii U, Xbox One 360,...
39th: GUSTARD U12 32Bit / 384KHz DSD XMOS USB Digital Audio Interface Black. Electronics. Home Audio. Gustard.
40th: NETGEAR 8-Port Gigabit Ethernet Unmanaged Switch, Desktop, Internet Splitter, Sturdy Metal, Fanless, Plug-and-Play (GS308). Electronics. Computers & Accessories. NETGEAR.
41st: Hosa BNC-59-103 BNC to BNC 75-Ohm Coax Cable, 3 Feet. Electronics. Accessories & Supplies. Hosa.
42nd: Phonon Subtonic Monitor Basic Headphones Smb-02. Electronics. Headphones. PHONON.
43rd: Cmple - F Female To RCA Female Adapter. Electronics. Accessories & Supplies. Cmple.
44th: PC Accessories- Connectors Pro 5-PK 2' Universal Power Cable Cord - 2 Feet IEC320 C13 to NEMA 5-15P, 5-PACK CSA UL RoHS. Electronics. Accessories &...
45th: Cable Matters 2-Pack Computer Equipment to PDU Power Cord/Power Cable (IEC C14 to NEMA 15-5R) 1 Foot. Electronics. Accessories & Supplies. Cable Matters.

Options:
A: Park Designs Antique Style Tin Coffee Pot Resin Soap or Lotion Dispenser Silver 7.5"H X 4.5"D. Home & Kitchen. Bath. Park Designs.
B: Nason's of Maine Magnetic Bottle Opener and Cap Catcher. Home & Kitchen. Kitchen & Dining. Nason's of Maine.
C: Eseller Direct® - 2 x Compatible TZ231 TZe231 Label Tape 12mm Black on White for Brother P-Touch Printers - 12mm wide x 8m Length. Electronics...
D: BA IMAGE Personalized Custom Red 001 9x12 Aluminum Metal Sign with Your Name!. Home & Kitchen. Home Dcor. BA IMAGE.
E: Airsspu Bluetooth Headphones+Lightweight Wireless Stereo Sports/running & Gym/exercise +Sweatproof Headsets In-ear Earbuds Earphones With Microphone (Black). Electronics. Headphones. Airsspu.
F: Shoreline Marine Promotional Fender Kit (Pack of 4), 6.5-Inch x 23-Inch. Sports & Outdoors. Sports & Fitness. Shoreline Marine.
G: C2G 40008 Velocity S/PDIF Digital Audio Coax Cable, Blue (1.5 Feet, 0.45 Meters). Electronics. Accessories & Supplies. C2G.
H: Ikea Drawer Mat 800.128.53, Clear. Home & Kitchen. Kitchen & Dining. IKEA.
I: LiteXpress LXL004001 X-Fire 1 LED aluminium flashlight - up to 321 Lumens. Sports & Outdoors. Sports & Fitness. LiteXpress Germany.
J: For Creative Zen 4GB 8GB 16GB Smoke+Clear Crystal Case. Electronics. Portable Audio & Video. iShoppingdeals.
K: Planet Bike Big Buck front bike fender. Sports & Outdoors. Outdoor Recreation. Planet Bike.
L: Hamilton Beach 8 Cup Fast Cooking Stainless Steel Deep Fryer with Lid | 35201. Home & Kitchen. Kitchen & Dining. Hamilton Beach.
M: Acase (TM) New Improved iPad 2 100% Genuine Leather EZ Carry Case with 3 in 1 built in Stand for Apple iPad 2 2nd Generation...
N: Photographic Solutions Eclipse E2 CCD Sensor Cleaner 2 Oz. Bottle. Electronics. Camera & Photo. Photographic Solutions.
O: Sony HT-CT80 Soundbar Home Speaker. Electronics. Home Audio. Sony.
P: Serfas Seca Wire Bead Tire with FPS. Sports & Outdoors. Outdoor Recreation. Serfas.
Q: JanSport Ashland Waist Pack. Sports & Outdoors. Sports & Fitness. JanSport.
R: Foscam FI8905W Outdoor Wireless/Wired IP Camera with 4mm Lens (50 Viewing Angle) 100ft Nightvision - Silver. Electronics. Camera & Photo. Foscam.
S: Stainless Steel Julliard Place Fork [Set of 4]. Home & Kitchen. Kitchen & Dining. Oneida.
T: BANBERRY DESIGNS Black Easels - Set of 5 Black Plastic Easel with Locking Bar - 5" H. Home & Kitchen. Home Dcor. BANBERRY DESIGNS.
Answer: G