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

Input:
1st: Car Air Vent CUSTOM Mount for Magellan RoadMate 1210 1220 1340 1440 1470 GPS. Electronics. GPS, Finders & Accessories. MFX2.
2nd: Blitzby Apple Watch Screen Protector 44mm. Electronics. Car & Vehicle Electronics. TrimDish.
3rd: HP Pavilion 500-c60 Desktop (2.00 GHz AMD A6-5200 Processor, 8GB DDR3, 1TB HDD, Windows 8.1) Black (Discontinued by Manufacturer). Electronics. Computers & Accessories. HP.
4th: Samsonite Luggage Tectonic Backpack, Black/Red. Electronics. Computers & Accessories. Samsonite.
5th: Logitech S120 2.0 Stereo Speakers. Electronics. Computers & Accessories. Logitech.
6th: Inno3D Nvidia-Geforce GT 730 4GB DDR3 HDMI DVI VGA video-card PCI-express x16 graphics HD 1080P windows 8/7/vista/XP. Electronics. Computers & Accessories. Inno3D.
7th: AmazonBasics Backpack for Laptops up to 17-inches. Electronics. Computers & Accessories. AmazonBasics.
8th: Link Depot Accessory Computer Screws Kit 68Pcs. Electronics. Computers & Accessories. Link Depot.
9th: Sabrent 4 Port Mini Portable USB 3.0 Hub [2-ft Cable] (HB-MNBW). Electronics. Computers & Accessories. Sabrent.

Options:
A: Toshiba SD700KA Multi Region DVD Player. Electronics. Television & Video. Toshiba.
B: Cao Gen Decor Art-AH40233,Canvas Prints, Pink Flower 3 Panels Stretched Canvas Framed Wall Art. Home & Kitchen. Wall Art. Cao Gen Decor Art.
C: LWRC Skirmish Front and Rear Foldable Flip Up Backup Rifle Sights Set Black. Sports & Outdoors. Sports & Fitness. LWRC.
D: We Sell Mats Folding Exercise Gym Mats. Sports & Outdoors. Sports & Fitness. We Sell Mats.
E: Leopard Picture Frame. Cool Amimal Print for 4 By 6 Photo. Home & Kitchen. Home Dcor. RIN.
F: Flameless LED Candles by LampLust | Battery Operated, Ivory Wax Drip, Heights of 4",5",6",7",8" | Batteries & Remote Included | Set of 8. Home &...
G: Coby CXCD251RED Portable CD Player with AM/FM Radio, Red. Electronics. Portable Audio & Video. Coby.
H: PIG Cookie Cutter 3.75 in. B1227X. Home & Kitchen. Kitchen & Dining. Animals OTBP.
I: Pearl Izumi Men's Ultra Gaiter. Sports & Outdoors. Outdoor Recreation. Pearl iZUMi.
J: Diamond Multimedia Ultra Dock Dual Video USB 3.0/2.0 Universal Docking Station with Gigabit Ethernet, HDMI and DVI Outputs Audio Input and output for Laptop, Ultrabook,...
K: Columbia Sportswear Women's Shadow Time Polo Shirt. Sports & Outdoors. Outdoor Recreation. Columbia.
L: OFM 404-VAM-605 Manor Series Deluxe Vinyl Stacking Guest Chair, Navy. Home & Kitchen. Furniture. OFM.
M: PNY Turbo 32GB USB 3.0 Flash Drive - P-FD32GTBOP-GE. Electronics. Computers & Accessories. PNY.
N: Trijicon AC32066 RMR 45 Degree Rail Offset Adapter. Sports & Outdoors. Sports & Fitness. Trijicon.
O: Keurig B145 OfficePRO Coffee Brewer with 12 Count K-Cup Variety Pack. Home & Kitchen. Kitchen & Dining. Keurig.
P: Sony DSC-HX60V/B 20.4 MP Digital Camera with 30x Optical Image Stabilized Zoom, 3" LCD (Black). Electronics. Camera & Photo. Sony.
Q: Key Power New Laptop Battery for Apple A1322 A1278 (MacBook Pro 13 inch - Mid 2009, Mid 2010, Early 2011, Late 2011, Mid 2012), fits...
R: Vita-Mix 015978 48 Ounce Container Kit. Home & Kitchen. Kitchen & Dining. Vitamix.
S: BALTIC LINEN COMPANY, INC. Baltic Linen Company Soft And Cozy Easy Care Deluxe Microfiber Sheet Sets, Twin, Black. Home & Kitchen. Bedding. BALTIC LINEN COMPANY,...
T: South Bend Wooden Spring Float (Pack of 2). Sports & Outdoors. Sports & Fitness. South Bend.
Answer: M