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

Input:
1st: The Friendly Swede Bundle of 6 Micro-Knit Hybrid Fiber Tip Universal Capacitive Stylus Pens. Electronics. Computers & Accessories. The Friendly Swede.
2nd: Acer Aspire V3-571-6844 15.6-Inch Laptop (Nightfall Gray). Electronics. Computers & Accessories. Acer.
3rd: Musemee Notier V2 (Metal Gray) - The World's Most Precision Stylus for iPad, iPhone and Other Touch Screen Devices. Electronics. Computers & Accessories. Musemee.
4th: GMYLE(R) Black Ultra Slim PU Leather Flip Folio Folding Style Magnetic Wake Up Sleep Function Case Smart Cover with Hand Strap for Amazon Kindle Paperwhite...
5th: Plugable 7 port USB 3.0 hub - 25W Powered USB HUB. Electronics. Computers & Accessories. Plugable.
6th: Lexar microSDHC 16GB Mobile Flash Card LSDMI16GABNLC10. Electronics. Computers & Accessories. Lexar.
7th: Kinivo LS210 Portable Laptop Speaker - Compatible With Windows 7, Vista and Mac (USB). Electronics. Computers & Accessories. Kinivo.
8th: USB 3.0 Vertical Male to Female Adapter Left Angle and Right Angle Adapter. Electronics. Accessories & Supplies. HOD.

Options:
A: CueStix International 8-Ball Mafia Coin Holder. Sports & Outdoors. Sports & Fitness. CueStix International.
B: Precision Touch(TM) Multi Device Double Tip Stylus Touch Pen for iPad Air/2/3/4, iPhone 4/5/6/6 Plus, Galaxy S6/S6 Edge/S5/S4/S3, Galaxy Tab, Kindle Fire, Nexus (Black). Electronics...
C: Freshware KT-410 Mini Garlic Chopper. Home & Kitchen. Kitchen & Dining. Freshware.
D: MSI GE70 Apache Pro-061 17.3-Inch Laptop. Electronics. Computers & Accessories. MSI.
E: 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.
F: Logisys New Power Supply Upgrade for COMPAQ PRESARIO SR5100 SERIES Desktop Computer - Fits The Following Models: SR5102HM, SR510. Electronics. Computers & Accessories. Logisys.
G: Versacarry II Zero-Bulk Holster (deep concealment) for Ruger LC9/LC380 pistols. Sports & Outdoors. Sports & Fitness.
H: Set of 12 16-oz Clear Glass Mason Jar Beverage Cups with Handles Clear Glass Drink Cups. Home & Kitchen. Kitchen & Dining. HE.
I: NO-M.A.R Cleaning Link gunsmith 4/15 armorers tool for rear pin. Sports & Outdoors. Sports & Fitness. NO-M.A.R.
J: Laptop Sleeve 14, icci [Shockproof Briefcase] Laptop 14 inch Sleeve with [Accessories Case] For Ultrabook Laptop Notebook Chromebook 14 - Colour Green. Electronics. Computers &...
K: Owner Twistlock Light Weighted Hook. Sports & Outdoors. Sports & Fitness. Owner American.
L: Rovio Angry Birds Bird Pillow, Red. Home & Kitchen. Bedding. Rovio.
M: XShields© (3-Pack) Screen Protectors for HP Stream 7 Tablet (Ultra Clear). Electronics. Computers & Accessories. XShields.
N: Petmate 383170 Check Martingale Style Dog Training Collar, Red, Medium, .75 Inch. Electronics. Headphones. Petmate.
O: Ozeri OW08A Fascina Electric Wine Bottle Opener and Corkscrew, Silver. Home & Kitchen. Kitchen & Dining. Ozeri.
P: Galaxy's Linen Super Soft 500 TC Bed Sheets - 100% Egyptian Cotton in (Solid) Elephant Grey, Size (Queen-XL), 26 - inches Mattress Deep Sheet Set...
Q: Jentra JP6 for Glock Gen 4-5 Grip Frame Plug Plain. Sports & Outdoors. Sports & Fitness. NDZ Performance.
R: TOPSKY Non-slip Baby Bath Mat Toddler, Cute (Jungle). Home & Kitchen. Bath. TOPSKY.
S: Garmin Montana 650t 650 600 Heavy-Duty Case in 'Hunter's Coffee' w/ Cord Loop & Lanyard w/Clip. MADE IN THE USA. Search 'GizzMoVest' for all colors...
T: CounterArt Blue Hydrangeas Tumbled Tile Trivet, 6-Inch. Home & Kitchen. Kitchen & Dining. Counterart.
Answer: E