Instruction: The user's purchase history implies her preferences. Rank the items in the options based on the user's preferences. Output the item that the user is most likely to purchase next from the options.

Input:
1st: Sony DAV-IS10 5.1-Channel Micro Satellite Home Theater System with TDM-IP1 iPod Cradle (Discontinued by Manufacturer). Electronics. Television & Video. Sony.
2nd: ProCase LG G Pad II 10.1 Case/LG G Pad X 10.1 Case - Leather Stand Folio Case Cover for G Pad 2 10.1 and X...
3rd: Monoprice 109436 Gold Plated Speaker Banana Plugs – 5 Pairs – Closed Screw Type, for Speaker Wire, Home Theater, Wall Plates and More. Electronics. Accessories...
4th: Sewell Direct SW-29751-6 Silverback Banana Plugs(6 pairs/12 pieces). Electronics. Accessories & Supplies. Sewell Direct.

Options:
A: Luminarc Hot 4-Piece Nordic Mug, 13-Ounce. Home & Kitchen. Kitchen & Dining. Luminarc.
B: ZAGG Six Earbuds with Microphone - Yellow/Black. Electronics. Headphones. ZAGG.
C: Doberman Security SE-0119A Wireless Door Alarm with 2 Remote Controls (Silver/Black). Electronics. Security & Surveillance. Doberman Security.
D: Philips ActionFit SHQ5200 on-ear sports Headband Headphones, Black/Orange. Electronics. Headphones. Philips.
E: Cold Steel SC90N Sheath, Norse Hawk.  Cold Steel.
F: Apricorn Aegis Padlock 1.5 TB USB 3.0 256-Bit AES XTS Hardware Encrypted Portable External Hard Drive (A25-3PL256-1500). Electronics. Computers & Accessories. Apricorn.
G: HP EliteBook 2760p LJ466UT 12-Inch LED Tablet PC (Intel Core i5-2540M 2.6GHz Processor, 4 GB RAM, 320 GB HDD, Webcam, Bluetooth, Windows 7 Professional 64-Bit)...
H: ClearMax Battery (2-Pack) for Canon LP-E6 and Canon EOS 5D Mark II, EOS 5D Mark III, EOS 6D, EOS 7D, EOS 60D, EOS 60Da, EOS...
I: Vizio Smart TV Qwerty Keyboard Remote for Vizio Smart TV Models. Electronics. Accessories & Supplies. Philip Shaw.
J: Black & Decker  DCM500 SmartBrew 5-Cup Coffeemaker, White. Home & Kitchen. Kitchen & Dining. Black & Decker.
K: AC Infinity MULTIFAN S2, Quiet 120mm USB Blower Fan with Speed Control, for Receiver DVR Xbox Modem AV Cabinet Cooling. Electronics. Computers & Accessories. AC...
L: Painless Learning Famous Artists Placemat. Home & Kitchen. Kitchen & Dining. Painless Learning.
M: duinoCase-B+ - Quality Metal Enclosure for Raspberry Pi B+, Pi 2 Model B & Pi 3 Model B. Electronics. Computers & Accessories. duinoCase.
N: Foodsaver V3817 Vertical Vacuum Food Sealer Packaging System Stainless Red. Home & Kitchen. Kitchen & Dining. FoodSaver.
O: Lightahead Flame Light with UL adaptor Realistic fire effect (Hanging). Home & Kitchen. Home Dcor. Lightahead.
P: Bissell Rewind SmartClean Bagless Upright Vacuum, 58F8. Home & Kitchen. Vacuums & Floor Care. Bissell.
Q: HDE (TM) Cylinder RED Clip on USB Webcam. Electronics. Computers & Accessories. Unknown.
R: Cables Unlimited DisplayDock Wireless USB Docking Station with Video for PC. Electronics. Computers & Accessories. Cables Unlimited.
S: ELP 1280720p 1.0 Megapixel Mini IP Camera,Mini Hidden Network Camera,Onvif. Electronics. Camera & Photo. ELP.
T: Metra 82-8147 6"-6 3/4" Speaker Adapter for Select Toyota and Lexus Vehicles. Electronics. Car & Vehicle Electronics. Metra.
Answer: K