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

Input:
1st: MHL to HDMI Cable (6.6 Feet / 2 Meter) Mobile High-definition Link to TV with HD Video and Audio Support - By 3Man Tech. Electronics...
2nd: SanDisk microSDHC 32GB Flash Memory Card, Black, SDSDQM-032G-B35 (Retail Packaging). Electronics. Computers & Accessories. SanDisk.
3rd: WD 1TB My Book AV DVR Expander External Hard Drive  - USB 2.0 - WDBABT0010HBK-NESN. Electronics. Computers & Accessories. Western Digital.
4th: Monster Cable MP HTS 700 Home Theater PowerCenter With Coax , Cable TV, Antena, Satellite, And phone Line Surge Protection (Discontinued by Manufacturer). Electronics. Accessories...
5th: NETGEAR 5-Port Gigabit Unmanaged Switch (GS605NA). Electronics. Computers & Accessories. NETGEAR.
6th: Syba USB to PS/2 Adapter (Cable version) SY-USB-PS2. Electronics. Computers & Accessories. Syba.
7th: Link Depot 6\' e-SATA Cable, Blue. Electronics. Computers & Accessories. Link Depot.
8th: New Xbox 360 Wireless Controller Battery Cover White High Quality Modern Design Popular. Electronics. Security & Surveillance. Hyperkin.
9th: Replacement Headphone Cable for Dr. Dre Headphones Monster Solo Beats Studio 1.2m By Ylab Audio (2 PACKS). Electronics. Accessories & Supplies. Anybest.
10th: DragonPad®Replacement monster headphone Audio Cable with Control Talk Mic for Beats By Dr Dre Solo Studio Solohd headphones 1.2m (2 PACKS). Electronics. Accessories & Supplies...

Options:
A: Neewer FB2000 2000mAh Speedlite External Portable Flash Battery Pack Backup Power Source kit with CX Flash Power Connector Cable, AC Charger, Car Charger, Strap for...
B: Monoprice 328-Feet Cat5e/CAT6 HDMI Plus Ethernet and IR Extender Cable (108123). Electronics. Computers & Accessories. Monoprice.
C: EleCharm 1 Pair Simple Design Diamond Crystal Curtain Hooks Curtain Buckle Wall Holdbacks Decorative Tiebacks (Gold). Home & Kitchen. Home Dcor. EleCharm.
D: Baxton Studio Wholesale Interiors Winda Modern and Contemporary 2-Door Dark Brown Wooden Entryway Shoes Storage Cabinet. Home & Kitchen. Furniture. Baxton Studio.
E: Pyle PLCMRV9W - Rearview Backup Parking Reverse Camera for Trucks and RVs - Heavy Duty Waterproof Housing and Night Vision IR LEDs - Includes 50'...
F: Goplus 2 or 4-Person Inflatable Dinghy Boat Fishing Tender Raft Deep Bottom and Trolling Motor Transom (4-Person 5FT, Gray). Sports & Outdoors. Sports & Fitness...
G: Tom Douglas Commercial-Grade 9-Inch White Bowls, Set of 4. Home & Kitchen. Kitchen & Dining. Tom Douglas.
H: PackIt Freezable Lunch Bag with Zip Closure, Batik Ombre. Home & Kitchen. Kitchen & Dining. PackIt.
I: Oil Slick Duo Platinum Cured Medical Grade Silicone Pads, Set of 2, 3.25x4.5" Pads. Home & Kitchen. Kitchen & Dining. Oil Slick.
J: Portmeirion Sophie Conran White Toast or Letter Rack. Home & Kitchen. Kitchen & Dining. Portmeirion.
K: Ballistic Tough Jacket for Samsung Galaxy Tab 2 10.1 (TJ1076-M005). Electronics. Computers & Accessories. Ballistic.
L: Turtle Beach Call of Duty: Black Ops II Tango Programmable Wireless Dolby Surround Sound Gaming Headset. Electronics. Computers & Accessories. by    ...
M: Norpro 3014 1-Cup Measure Stir and Pour. Home & Kitchen. Kitchen & Dining. Norpro.
N: Hemstitch Dinner Napkins Paprika 1 Dozen. Home & Kitchen. Kitchen & Dining. Something Different Linen.
O: Tuga Boys Thermal Wetsuit 1-14 years, UPF 50+ Sun Protection. Sports & Outdoors. Outdoor Recreation. Tuga Sunwear.
P: Aputure Updated DEC LensRegain for MFT Camera 0.75x Focus Reducing Adapter Telecompressor Optic Reducer Adapter wireless focus controller. Electronics. Camera & Photo. Aputure.
Q: New Genuine BNRP5-1900 5V 1.9A USB Power Supply AC Adapter for Barnes&Noble Nook. Electronics. Accessories & Supplies. Barnes & Noble.
R: Fashionable Bathroom Collection-Custom Waterproof Seamless Spring Pattern Colorful Butterflies Shower Curtain (66" x 72") With 12 holes-309. Home & Kitchen. Bath. Shower Curtains.
S: FYY Samsung Galaxy Tab A 7.0 Case, Galaxy Tab A 7 Case, [Super Functional Series] Premium PU Leather Case Stand Cover with Card Slots, Note...
T: Malden International Designs Metal Sentiments Wavy Words Dad Picture Frame, 4 by 6-Inch. Home & Kitchen. Home Dcor. Malden International Designs.
Answer: L