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: AYL Portable Mini Speaker System with Rechargeable Battery (Red). Electronics. Portable Audio & Video. AYL.
2nd: AYL Portable Bluetooth Wireless Mini Speaker System for PC / Cell Phone / Tablet / MP3 Player (Gold). Electronics. Portable Audio & Video. AYL.

Options:
A: Impecca DVP916K 9 Inch Swivel Screen, Portable DVD Player with Rechargeable Battery, SD Card Slot and USB Port, Black. Electronics. Portable Audio & Video. Impecca.
B: Mudder 3 in 1 Trail/ Scouting/ Game Camera Viewer Read for Samsung Galaxy S4, S5, S6, S6 edge and Note 2, 3, 4. Electronics. Computers...
C: Maranda Enterprises Ladderball Pro Steel. Sports & Outdoors. Sports & Fitness. Maranda Enterprises.
D: uxcell® Spring Clip 8 x 1.5V AA Battery Holder Case ON/OFF Switch Black w Cap. Electronics. Computers & Accessories. Saim.
E: Mint 130 Wireless Speaker for iPod, MP3 Players, PCs, and Mac (Black). Electronics. Computers & Accessories. Mint.
F: Quickie General Purpose Microfiber Cleaning Cloth - Reusable 24 Pack (49024RM). Home & Kitchen. Kitchen & Dining. Quickie.
G: Proguard Skate Lace Hook Tightener Carded. Sports & Outdoors. Sports & Fitness. Pro Guard.
H: Thermaltake Contac 21 Universal CPU Cooler Direct-Touch Heat Transfer Technology 140W TDP with Dual 92mm PWM Fans and Four 6mm Heatpipes CLP0600. Electronics. Computers &...
I: PULUZ® TMC RAM Mount Tripod Ball Head for GoPro HERO4 /3+ /3 /2 /1. Electronics. Camera & Photo. PULUZ.
J: iDeaUSA Wireless Speaker, Bluetooth 4.0 Bass Speaker, Subwoofer and Boombox Outdoor Speaker, with Mic for Hands Free Calling, NFC Supported for IOS and Android Smartphone...
K: InstallerParts Ethernet Cable CAT6 Cable Shielded (SSTP/SFTP) Booted 15 FT - Green - Professional Series - 10Gigabit/Sec Network/High Speed Internet Cable, 550MHZ. Electronics. Computers &...
L: Zeikos ZE-FS10-OR Floating Strap - Orange. Electronics. Camera & Photo. Zeikos.
M: OTC 3 Cowboy Boots Western Coat Towel Wall Hooks Home Decor. Home & Kitchen. Storage & Organization. Wirezoll.
N: Casabella Hand Held Strawberry Slicer, Red and White. Home & Kitchen. Kitchen & Dining. Casabella.
O: TCL 40FS4610R 40-Inch 1080p Smart LED TV (Roku TV) (2014 Model). Electronics. Television & Video. TCL.
P: ACDelco 25852236 GM Original Equipment Front Door Radio Speaker. Electronics. Car & Vehicle Electronics. ACDelco.
Q: LB1 High Performance Battery for Dell Inspiron N5010 N5010R N5030 N5030D N5030R N5110 Fits P/N J1KND 312-0234. Electronics. Computers & Accessories. LB1 High Performance.
R: Western Digital Enterprise RE4-GP 2TB SATA 3 Gb/s 3.5" 64MB IntelliPower Internal Hard Drive - OEM/Bare. Electronics. Computers & Accessories. Western Digital.
S: Regency Wraps Greaseproof Baking Cups, Red and White Stripes, 40-Count, Standard. Home & Kitchen. Kitchen & Dining. Regency Wraps.
T: Ace Bayou X Cooper Video Gaming Chair, Wireless, Black. Home & Kitchen. Furniture. Ace Bayou.
Answer: O