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

Input:
1st: Logitech M570 Wireless Trackball Mouse – Ergonomic Design with Sculpted Right-hand Shape, Compatible with Apple Mac and Microsoft Windows Computers, USB Unifying Receiver, Dark Gray...
2nd: SanDisk microSDHC 32GB Flash Memory Card, Black, SDSDQM-032G-B35 (Retail Packaging). Electronics. Computers & Accessories. SanDisk.
3rd: APC BE550MC Battery Back-UPS with Green Feature (Discontinued by Manufacturer). Electronics. Computers & Accessories. APC.
4th: SanDisk Cruzer CZ36 64GB USB 2.0 Flash Drive, Frustration-Free Packaging- SDCZ36-064G-AFFP. Electronics. Computers & Accessories. SanDisk.
5th: Goldsource STU-500 Voltage Converter: AC 110V / 220V 500W Step-up and Step-down AC Voltage Transformer with 5V USB Port - Maximum Load Capacity (MLC): 500...
6th: WD My Passport 2TB Portable External USB 3.0 Hard Drive Storage Black (WDBY8L0020BBK-NESN). Electronics. Computers & Accessories. Western Digital.
7th: SanDisk Cruzer Glide CZ60 64GB USB 2.0 Flash Drive- SDCZ60-064G-B35. Electronics. Computers & Accessories. SanDisk.
8th: Certified By Apple - Bundle of 3 Premium 6.5 Feet MFi USB Data Sync Cables for Apple iPhone 4, 4s, 3gs, 3g iPod touch 1,...
9th: AH400 USB 3.0 4-Port Compact Hub with a Built-in 1ft USB 3.0 Cable. Electronics. Computers & Accessories. Anker.
10th: (Old Model) WD My Passport Ultra 2 TB Portable External USB 3.0 Hard Drive with Auto Backup, Black. Electronics. Computers & Accessories. Western Digital.
11th: Targus XL Rolling Case Designed for 17-Inch Notebooks, Black (TXL717). Electronics. Computers & Accessories. Targus.
12th: Kinivo BTD-400 Bluetooth 4.0 Low Energy USB Adapter - For Windows 10/8.1/8 / Windows 7 / Vista, Raspberry Pi, Linux. Electronics. Computers & Accessories. Kinivo.
13th: VIZIO E320i-A0 32-inch 720p 60Hz LED Smart HDTV (2013 Model). Electronics. Television & Video. VIZIO.
14th: Wacom Wireless Accessory Kit for Bamboo and Intuos Tablets (ACK40401). Electronics. Computers & Accessories. Wacom.
15th: Seagate Expansion 1TB Portable External Hard Drive USB 3.0 (STBX1000101) (Old Model). Electronics. Computers & Accessories. Seagate.
16th: OtterBox DEFENDER SERIES Case for iPad Air 2 - Frustration Free Packaging - BLACK. Electronics. Computers & Accessories. OtterBox.
17th: Ten One Design Pogo Connect 2 Smart Pen for iPad (T1-PGCT-302). Electronics. Computers & Accessories. Ten One Design.
18th: Silicon Power 128GB Blaze B30 USB 3.0 Swivel Flash Drive, Black (SP128GBUF3B30V1K). Electronics. Computers & Accessories. Silicon Power.
19th: USA Gear 14 Inch Neoprene Tablet Case Accessory Pocket & Carrying Handle - Works Intuos Pro Small, Bamboo Create, Bamboo Fun & More Graphic Design...
20th: FiftyThree Digital Stylus Pencil for iPad, iPad Pro, and iPhone - Graphite. Electronics. Computers & Accessories. FiftyThree.
21st: Usb 2.0 / 3.0 to HDMI Adapter - External Video Graphics Card for Multiple Monitors 2048 X 1152 / 1920 X 1080 (Supports Windows 10/8.1/8/7)...
22nd: Manfrotto 562B-1 Fluid Video Aluminum Monopod with Plate. Electronics. Camera & Photo. Manfrotto.
23rd: TP-Link AC1750 Smart WiFi Router - Dual Band Gigabit Wireless Router, 802.11ac Internet Router, Wireless routers for home(Archer C7). Electronics. Computers & Accessories. TP-LINK.
24th: Logitech MK270 Wireless Keyboard and Mouse Combo - Keyboard and Mouse Included, 2.4GHz Dropout-Free Connection, Long Battery Life (Frustration-Free Packaging). Electronics. Computers & Accessories. Logitech.
25th: Pioneer Remote FH-X720BT MVH-X370BT DEH-X6710BT DEH-X6700BT DEH-X4700BT MVH-X560BT DEH-X8600BS DEH-X6700BS MVH-X360BT. Electronics. Car & Vehicle Electronics. Pioneer.
26th: Samsung 850 EVO - 1TB - M.2 SATA III Internal SSD (MZ-N5E1T0BW). Electronics. Computers & Accessories. Samsung.

Options:
A: BLACK+DECKER HFEJ415JWMF10 Cordless 16V Lithium 2-N-1 Floor Extension Stick Vacuum - White. Home & Kitchen. Vacuums & Floor Care. BLACK+DECKER.
B: GearIT 20 Pack, Cat 6 Ethernet Cable Cat6 Snagless Patch 1 Foot - Computer LAN Network Cord, Gray. Electronics. Computers & Accessories. GearIT.
C: Neonetics Cars and Motorcycles Genuine Chevrolet Neon Wall Clock, 15-Inch, Blue Chevy. Home & Kitchen. Home Dcor. Neonetics.
D: Amscan - Flutter Fetti 12 (3 Pack). Home & Kitchen. Event & Party Supplies. Amscan.
E: Viper Blitz 95% Tungsten Steel Tip Darts with Storage/Travel Case. Sports & Outdoors. Sports & Fitness. Viper by GLD Products.
F: 1000pcs Gold Silk Rose Petals Bouquet Artificial Flower Wedding Party Aisle Decor Tabl Scatters Confett. Home & Kitchen. Home Dcor. Rustiquegift.
G: MALOUF Z Cotton Encased Down Blend Pillow - King Size. Home & Kitchen. Bedding. MALOUF.
H: Mount-It! Dual Monitor Desk Mount Arm, Height Adjustable Full Motion Monitor Stand With Gas Spring Arms, Fits 24, 27, 29, 30, 32 Inch Computer Screens...
I: HP 490371-001 Power cord (Black) - 3-wire, 18 AWG, 1.8m (6.0ft) long - Has straight (F) C5 receptacle (for 120V in North America)Power cord (Black)...
J: Industrial Rewind Green Glass Soap Dispenser with Bronze Metal Pump - Green 16oz Glass Bottle Lotion Bottle. Home & Kitchen. Bath. Industrial Rewind.
K: Samsung 850 EVO - 500GB - M.2 SATA III Internal SSD (MZ-N5E500BW). Electronics. Computers & Accessories. Samsung.
L: Disney Pixar Cars 2 Microfiber Pillowcase 20" X 30" - 1 Standard. Home & Kitchen. Bedding. Disney.
M: RDX Gym Weight Lifting Gloves Crossfit Powerlifting Training Bodybuilding Fitness Workout. Sports & Outdoors. Sports & Fitness. RDX.
N: UiiSii C100 Earphones In-ear Earbuds Headphones with Microphone (Red). Electronics. Headphones. UiiSii.
O: Trilux Industries Handheld Clothing SteamDream Great for Home and Travel Enjoy Your Multipurpose Steamer Now!, White. Home & Kitchen. Vacuums & Floor Care. Trilux Industries.
P: Oktoberfest Haus Oktoberfest Bavarian Flag Check Table Cover 54 x 108 Inches. Home & Kitchen. Kitchen & Dining. Oktoberfest Haus.
Q: Miniature Fleur D Lis Tin Cookie Cutter 1.75" M1651. Home & Kitchen. Kitchen & Dining. Miniatures OTBP.
R: C2G 03168 Value Series Mono RCA Audio Cable, Black (12 Feet, 3.65 Meters). Electronics. Accessories & Supplies. C2G/Cables To Go.
S: Creative Aurvana In-Ear3 Plus, Noise-Isolating In-Ear Earphones with Braided Fabric Cable, Inline Remote and Microphone. Electronics. Headphones. Creative.
T: CRKT Ruger Powder-Keg Fixed Blade Knife with Sheath Hunting and Outdoor Knife, Black Drop Point Blade, Textured Rubber Handle Scales, Leather Sheath R1401K. Sports &...
Answer: K