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

Input:
1st: POWER SAVING BACK-UPS XS 1500 (Discontinued by Manufacturer). Electronics. Computers & Accessories. APC.
2nd: Plugable Transfer Cable Compatible With Windows 10, 8.1, 8, 7, Vista, XP. Includes Bravura Easy Computer Sync Software. Electronics. Computers & Accessories. Plugable.
3rd: Acer AOD270-1375 10.1" Netbook (Intel Atom Processor N2600, 1GB DDR3 SDRAM, 320GB hard drive, Windows 7, Espresso Black). Electronics. Computers & Accessories. Acer.
4th: APC Back-UPS Battery Backup & Surge Protector (BE750G). Electronics. Computers & Accessories. APC.
5th: C2G 16899 USB To DB25 Parallel Printer Adapter Cable, Beige (6 Feet, 1.82 Meters). Electronics. Computers & Accessories. C2G.
6th: Sabrent 4-Port USB 2.0 Hub with Individual Power Switches and LEDs (HB-UMLS). Electronics. Computers & Accessories. Sabrent.
7th: ZyXEL ZyWALL USG200 Unified Security Gateway Firewall w/100 VPN Tunnels, SSL VPN, 7 Gigabit Ports, and High Availability. Electronics. Computers & Accessories. ZyXEL.
8th: Monoprice 5.8Ghz Wireless Audio/Video Transmitter (110247). Electronics. Portable Audio & Video. Monoprice.
9th: Verbatim 4.7GB up to 16x Branded Recordable Disc DVD-R (25-Disc Spindle) 95058, Silver. Electronics. Accessories & Supplies. Verbatim.
10th: Toshiba Canvio 750 GB USB 3.0 Basics Portable Hard Drive - HDTB107XK3AA(Black). Electronics. Computers & Accessories. Toshiba.
11th: ASUS ViVoPC VM60-G067R Desktop (1.8 GHz Intel Core i3-3217U Processor, 4GB DDR3, 500GB HDD, Windows 8) Grey/Silver (Discontinued by Manufacturer). Electronics. Computers & Accessories. Asus.
12th: SquareTrade 2-Year Office Protection Plan ($250-299.99). Electronics. Electronics Warranties. SquareTrade.
13th: Panda N600 Dual Band (2.4GHz and 5.0GHz) 300Mbps Wireless N USB Adapter - Windows Vista/7/8/8.1/10, Mint, Ubuntu, openSUSE, Fedora, CentOS, Zorin, Kali Linux and Raspbian...
14th: Unitek USB 3.0 to SSD/HDD / 2.5-Inch SATA III Hard Drive Adapter Cable- External Converter for SATA III Hard Drives, Support UASP [Power Adapter Not...
15th: EVGA GeForce GT 610 1024MB GDDR3, Dual DVI, mini-HDMI Graphics Card 01G-P3-2616-KR. Electronics. Computers & Accessories. EVGA.
16th: Cable Matters 3-Pack Straight SATA III 6.0 Gbps SATA Cable (SATA 3 Cable) Red - 24 Inches. Electronics. Computers & Accessories. Cable Matters.
17th: Cable Matters 3-Pack Straight SATA III 6.0 Gbps SATA Cable (SATA 3 Cable) Black - 24 Inches. Electronics. Computers & Accessories. Cable Matters.
18th: 10'' Windows 10 by Fusion5 Ultra Slim Design Windows Tablet PC - 32GB Storage, 2GB RAM - Complete with Touch Screen, Dual Camera, Bluetooth Tablet...
19th: Dimples Excel 2 in 1 Precision Disc and Hybrid Fiber Stylus/Styli with 4 Replacement Discs and 2 Hybird Fiber Tips, 2 Pack. Electronics. Computers &...
20th: Twisted Veins HDMI Cable 1.5 ft, 3-Pack, Premium HDMI Cord Type High Speed with Ethernet, Supports HDMI 2.0b 4K 60hz HDR on All Tested Devices...
21st: Fellowes Writeright Maximum Protection Universal Screen Protector for Tablet Upto 10.6 - 2 Pack. Electronics. Computers & Accessories. Fellowes.
22nd: UGREEN USB to DB25 Parallel Printer Cable Adapter Male to Female Connector IEEE 1284 Converter for Laptop Desktop PC Supports Windows, Mac OS, Linux, 6ft...
23rd: Samsung 32GB USB 3.0 Flash Drive Fit (MUF-32BB/AM). Electronics. Computers & Accessories. Samsung.

Options:
A: Coby MP601-4GBLK 1.4-Inch Video MP3 Player with FM, 4 GB Flash Memory (Black) (Discontinued by manufacturer). Electronics. Portable Audio & Video. Coby.
B: Pearl Izumi - Ride Transfer Cycling Cap. Sports & Outdoors. Outdoor Recreation. Pearl iZUMi.
C: Top Rated Hydration Pack with FREE Waist Pack & 2 Liter Hydration Bladder by RiskbekTM. Best Hydration Backpack for Hiking, Running, Biking - Fits Men,...
D: NEEWER® Wireless Shutter Release IR Remote Control for Sony Alpha A230, A330, A450, A500, A550, A700, A900 Digital Cameras. Electronics. Camera & Photo. Neewer.
E: Panasonic N2QAYB000719 Remote Control. Electronics. Accessories & Supplies. Panasonic.
F: Avenir Textured Gel Handlebar Tape. Sports & Outdoors. Outdoor Recreation. Avenir.
G: Abbott Collection Black "Private" Wall Sign. Home & Kitchen. Home Dcor. Abbott Collection.
H: SVP 9-inch Android, Google Play Store, Dual Camera, 4GB Internal Memory, Capacitive Touchscreen Tablet. Electronics. Computers & Accessories. SVP.
I: AGPTEK 16GB USB Stick Mp3 Player Supports Replaceable AAA Battery, Recording, FM Radio, Expandable Up to 64GB, Black. Electronics. Portable Audio & Video. AGPTEK.
J: Manfrotto 056 3D Junior Camera Head - Replaces 3025. Electronics. Camera & Photo. Manfrotto.
K: 3 Dyson DC17 Vacuum Belts - Replaces Dyson DC17 Part 911710-01 (91171001). Home & Kitchen. Vacuums & Floor Care. Vacuum Fix.
L: Lowepro Clips 140 Photo Shoulder Bag for Digital Camcorder (Black). Electronics. Camera & Photo. Lowepro.
M: TRIPAR 34130 Brass 4 Arm Wire Ornament Stand. Home & Kitchen. Home Dcor. TRIPAR.
N: Picture Sensations Framed Huge 4-Panel Sunset Sea Beach Ocean Wave Giclee Canvas Print. Home & Kitchen. Wall Art. Picture Sensations.
O: D-Link  DI-704P  4-port 10BaseT/100BaseTX Broadband Gateway with Print Server. Electronics. Computers & Accessories. D-Link.
P: niceEshop(TM) Foam Ear Cup Pads Cushions Earpads for Sony MDR-V150 V250 V300 Headphones (Black,1 Pair). Electronics. Accessories & Supplies. niceeshop.
Q: Fishman FT-2 Digital Chromatic Clip-On Tuner for Acoustic Guitar, Electric Guitar, Bass, Ukulele, Banjo, Mandolin, Violin, Cello, Viola, and Mandola. Electronics. Home Audio. Fishman.
R: Kelty Acadia 6 Footprint. Sports & Outdoors. Outdoor Recreation. Kelty.
S: CanvasCEO NYC Paris London Eiffel Tower New York City France Europe Big Ben Car Double Decker Red Bus 3 Panel Set Wall Art Decor Canvas...
T: Buddy Lee Rope Master Red/Black Hyperformance Swivel Bearing Jump Rope. Sports & Outdoors. Sports & Fitness. Buddy Lee.
Answer: I