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

Input:
1st: Samsung 64GB PRO Class 10 Micro SDXC up to 90MB/s with Adapter (MB-MG64DA/AM). Electronics. Computers & Accessories. Samsung.
2nd: Cable Matters USB 3.0 Hard Drive Docking Station (USB to SATA Docking Station) with 10TB+ Drive Support for 2.5 Inch & 3.5 Inch HDD SSD...
3rd: Apple iPod shuffle 2GB Green (4th Generation). Electronics. Portable Audio & Video. Apple.
4th: Creative Aurvana Air Active Clip-on Earphones. Electronics. Headphones. Creative.
5th: Dell P2414H 24-Inch Screen LED-Lit Monitor (Discontinued by Manufacturer). Electronics. Computers & Accessories. Dell.
6th: Eathtek Replacement Keyboard for Gateway ID59 ID59C ID79C NV50A NV51B NV51M NEW90 NEW95 PEW71 PEW72 PEW76 PEW91 MS2291 MS2230 NV53A NV55C NV59A NV59C NV73A NV79C...

Options:
A: PolarPro Macro Lens for GoPro Hero4 - 3.8X Magnification Filter. Electronics. Camera & Photo. Polar Pro Filters.
B: Munch Multi Bowls Munchkin 5 Multi Bowls. Home & Kitchen. Kitchen & Dining. Munchkin.
C: Bower Step-Down Adapter Ring 58mm Lens to 55mm Filter Size. Electronics. Camera & Photo. Bower.
D: LG G5 Friends 360 Cam. Electronics. Camera & Photo. LG.
E: Green Direct Meal Prep containers 16 Oz. Round Microwavable Food Container with Lid /Portion Control Pack of 10. Home & Kitchen. Kitchen & Dining. Green...
F: ASUS Transformer Book T300 Chi Signature Edition 2-in-1 PC - 12.5" Full HD Touchscreen Display, Intel Core M5Y10c, 4GB RAM, 128GB SSD, Intel HD Graphics...
G: Replacement PF056001AA Battery for Parrot Zik Wireless Bluetooth Noise Cancelling Headphones PF560000BA. Electronics. Accessories & Supplies. MPF Products.
H: Tumi Alpha 2 T-Pass Business Class Brief Pack&reg, Black. Electronics. Computers & Accessories. Tumi.
I: Hoppe's Elite 1-Piece Cleaning Rod Carbon Fiber 8 x 32 Thread. Sports & Outdoors. Sports & Fitness. Hoppe's.
J: Silva Specialty Compass Fisheye Pin-On. Sports & Outdoors. Sports & Fitness. Silva.
K: Safavieh Soho Collection SOH812A Handmade Red Premium Wool Area Rug (3'6" x 5'6"). Home & Kitchen. Home Dcor. Safavieh.
L: Fintie Samsung Galaxy Note 10.1 2014 Edition Case Cover - Slim Lightweight Stand SlimShell with Auto Sleep/Wake Feature, Stained Glass Mosaic. Electronics. Computers & Accessories...
M: AGM 4.3'' Classic White Glitter Snowflake Christmas Tree Ornaments Holiday Decor, Set of 30 (white). Home & Kitchen. Home Dcor. AGM.
N: Wallace 2011 Silver Plated Sleigh Bell Ornament, 41st Edition. Home & Kitchen. Home Dcor. Wallace.
O: Mustang MV-TILT2 Tilt Wall Mount Adjustable for TV's up to 37-inches. Electronics. Accessories & Supplies. Mustang.
P: Solid Chocolate Brown Vinyl Shower Curtain Liner Heavy Duty w/ Metal Grommets & Magnets. Home & Kitchen. Bath. Qutain Linen.
Q: Hydracy Fruit Infuser Water Bottle -32 Oz Sports Bottle -Full Length Infusion Rod, Time Mark & Insulating Sleeve Combo Set +27 Fruit Infused Water Recipes...
R: Olive Wood Rosary with Holy Water from the Jordan River - With Certificate of Authenticity (51 cm or 20"). Home & Kitchen. Home Dcor. Holy...
S: Sabrent 4 Port Mini Portable USB 3.0 Hub [2-ft Cable] (HB-MNBW). Electronics. Computers & Accessories. Sabrent.
T: Wasabi Power Battery (2-Pack) and Charger for Pentax D-LI8, D-LI85, D-L18 and Pentax Optio A10, A20, A30, A36, A40, E65, L20, S, S4, S4i, S5i,...
Answer: F