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: AC Infinity AIRPLATE S1, Quiet Cooling Fan System 4" with Speed Control, for Home Theater AV Cabinets. Electronics. Computers & Accessories. AC Infinity.
2nd: Sienoc Displayport DP Male to HDMI Female DP to HDMI Adapter Cable Video Audio Converter Color Black. Electronics. Computers & Accessories. SIENOC.
3rd: Rankie DP to DVI Adapter, Gold Plated DisplayPort to DVI Male to Female Converter (Black). Electronics. Accessories & Supplies. Rankie.
4th: WD 4TB My Cloud Personal Network Attached Storage - NAS - WDBCTL0040HWT-NESN. Electronics. Computers & Accessories. Western Digital.
5th: TP-Link TL-WN881ND N300 PCI-E Wireless WiFi network Adapter card for pc. Electronics. Computers & Accessories. TP-LINK.
6th: Rii I8 Mini 2.4Ghz Wireless Touchpad Keyboard With Mouse For Pc, Pad, Xbox 360, Ps3, Google Android Tv Box, Htpc, Iptv (Black). Electronics. Computers &...
7th: Mediasonic Homeworx HW180STB 3 / 4 Channel HDTV Digital Converter Box with Recording and Media Player (New Version). Electronics. Television & Video. Mediasonic.
8th: Rca 11 Maven Pro RCT6213W87DK 11.6-Inch Tablet (Quad Core 32GB,1GB RAM, Hdmi, Bluetooth Wifi, Android 5.0 Lollipop) with Detachable Keyboard. Electronics. Computers & Accessories. RCA.
9th: PlayStation 3 3D Glasses. Electronics. Accessories & Supplies. by        Sony.
10th: Prime Wire & Cable PBFSTAP 4-Outlet Wall Tap with Foot Switch with 6-Feet Cord. Electronics. Accessories & Supplies. Prime Wire & Cable.
11th: Linksys Business LGS108 8-Port Desktop Gigabit Ethernet Unmanaged Network Switch I Metal Enclosure. Electronics. Computers & Accessories. Linksys.
12th: TP-Link 10/100/1000Mbps Gigabit PCI Network Adapter/Card, Includes Low-profile Bracket (TG-3269). Electronics. Computers & Accessories. TP-LINK.

Options:
A: Mud Pie 4371007 Whale Bottle Topper Wine Cork, Silver. Home & Kitchen. Kitchen & Dining. Mud Pie.
B: Doctor Who Tardis Mini Fridge. Home & Kitchen. Kitchen & Dining. Doctor Who.
C: Fatboy Point, Black. Home & Kitchen. Furniture. Fatboy.
D: 7.1/7.2 Home Theater Wallplate 24K Gold Plated. Electronics. Accessories & Supplies. AV-Express.
E: MTECH USB 2.0 USB2.0 to 2.5" 7+15P 22P SATA 2.0 II HDD/SSD Adapter Converter Cable. Electronics. Accessories & Supplies. Mtech.
F: MALOUF Z Travel GEL DOUGH Memory Foam Pillow Removable Rayon from Bamboo Velour Cover 5-Year U.S. Warranty. Home & Kitchen. Bedding. MALOUF.
G: Safavieh Natural Fiber Collection NF443B Tiger Eye Marble and Grey Sisal Area Rug (8' x 10'). Home & Kitchen. Home Dcor. Safavieh.
H: MoKo Slim Cover Case for Lenovo IdeaTab A1000 7-Inch Android Tablet, BLACK. Electronics. Computers & Accessories. MoKo.
I: AudioPipe APCL2004 4-Channel 2000W Max Amplifier. Electronics. Car & Vehicle Electronics. Audiopipe.
J: XKX Camping Best Partner Portable Aluminum Alloy Outdoor Camping Cookware Cooking Picnic Bowl Pot Pan Set8pcs.
K: CanaKit Raspberry Pi 2 Ultimate Starter Kit with WiFi. Electronics. Computers & Accessories. CanaKit.
L: All Times Finest Transparent Spiral Slicer Ultimate Bundle (2 Different Protective Caps, Cleaning Brush, Ebook). Two Sizes: 1 Julienne Size and One Cut Slicer!. Home...
M: AFUNTA Colourful 7 inch Universal Tablet PC PU Leather Case with Keyboard/Holder/Capacitive stylus for 7" Tablet PC MID PDA (Standard Keyboard, Red). Electronics. Computers &...
N: Fully Stocked MOLLE Tactical Trauma Kit First Aid Pouch, Black. Sports & Outdoors. Outdoor Recreation. VooDoo Tactical.
O: 9 Cell,11.10V,6600mAh,Li-ion,Replacement Laptop Battery for Dell Latitude E5400, Latitude E5410, Latitude E5500, Latitude E5510,Compatible part number of Dell:0RM668, 312-0762, 312-0769, 312-0902, 451-10616, 451-10617, KM742, KM769,...
P: Browning Spec Ops FHD Camera, Camouflage. Sports & Outdoors. Sports & Fitness. Browning Trail Cameras.
Q: CandleScience Love Spell Type Candle Scent, 4 oz. Home & Kitchen. Home Dcor. CandleScience.
R: R2-D2 Mug by Disney. Home & Kitchen. Kitchen & Dining. Disney.
S: XLC Road Brake Shoes Set of 4 Black. Sports & Outdoors. Outdoor Recreation. XLC.
T: Bower ATN T-Mount for Nikon. Electronics. Camera & Photo. Bower.
Answer: D