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

Input:
1st: Belkin USB 2.0 4-Port Hub, White. Electronics. Accessories & Supplies. Belkin.
2nd: Sony SMP-N100 Streaming Player with Wi-Fi. Electronics. Television & Video. Sony.
3rd: Sata HDD Docking Station. Electronics. Computers & Accessories. Antec.
4th: Asus M4A87TD EVO Socket AM3/ AMD 870/ CrossFireX/ SATA3&USB3.0/ A&GbE/ATX Motherboard. Electronics. Computers & Accessories. Asus.
5th: StarTech.com 2 Port SATA 6 Gbps PCI Express SATA Controller Card - Dual Port PCIe SATA III Card Adapter. Electronics. Computers & Accessories. StarTech.
6th: PC Power & Cooling ZT Series 750 Watt (750W) 80+ Bronze Fully-Modular Active PFC Performance Grade ATX PC Power Supply 5 Year Warranty OCZ-ZT750W. Electronics...
7th: Roku 2 XS 1080p Streaming Player (Old Model). Electronics. Television & Video. Roku.
8th: Antec Kuhler H2O 620 Liquid CPU Cooler System. Electronics. Computers & Accessories. Antec.
9th: Corsair Air Series AF120 Performance Edition Twin Pack Fan. Electronics. Computers & Accessories. Corsair.
10th: Syba 2 Port SATA II PCIe X1 Controller Card Components Other (SD-SA2PEX-2IR). Electronics. Computers & Accessories. IO Crest.
11th: ASUS ROG MATRIX Radeon HD 7970 Platinum 3GB 384-bit GDDR5 PCI Express 3.0 x16 HDCP Ready CrossFireX Support Graphics Card MATRIX-HD7970-P-3GD5. Electronics. Computers & Accessories...

Options:
A: Marquis by Waterford Vintage Ombre Stemless Wine (Set of 4), Multicolor. Home & Kitchen. Kitchen & Dining. Marquis By Waterford.
B: BBQ Apron Funny Aprons This Is a Manly Apron Barbecue Grill Kitchen Gift. Home & Kitchen. Kitchen & Dining. Bang Tidy Clothing.
C: TAPCKING Swiftrans Apple MFI Certified Nylon Braided Lighting USB Cable, 3.3 Feet. Electronics. Computers & Accessories. TAPCKING.
D: Benson Mills Floral Border Printed Fabric Tablecloth, 60-Inch by 84-Inch. Home & Kitchen. Kitchen & Dining. Benson Mills.
E: Airzone Mini Band Fitness Trampoline. Sports & Outdoors. Sports & Fitness. Airzone.
F: Syba  PCI Express SATA II 4 x Ports RAID Controller Card SY-PEX40008. Electronics. Computers & Accessories. IO Crest.
G: Lampe Berger 500ML-TIMELESS Fragrance-Timeless Rose, 500ml / 16.9 fl.oz, 500ml/16.9 fl. oz. Home & Kitchen. Home Dcor. Lampe Berger.
H: BaoFeng UV-82L Two Way Radio-Dual Band 136-174 MHz (VHF) 400-520 MHz (UHF) Amateur (Ham) Portable Two-Way Radio (Black). Electronics. Portable Audio & Video. BaoFeng.
I: Eureka_MFG Compact Wall Mounted Ironing Board - Silver Wall Fixing Plate. Home & Kitchen. Irons & Steamers. Eureka_MFG.
J: Proworks Women’s Padded Grip Fingerless Gym Gloves for Weight Lifting, Cross Training, Exercise Bikes & More – Black with Pink Trim (Medium). Sports & Outdoors...
K: Wholesale Elegant Vase Fillers - Approx 42 Assorted Oversized Pearls Beads - Unique Decorative Gems (PINK & PURPLE). Home & Kitchen. Home Dcor. DPC.
L: Comfort Zone 36 Inch Hybrid Tower Fan. Home & Kitchen. Heating, Cooling & Air Quality. Comfort Zone.
M: Beauticom 24 Pieces USA 20G/20ML Round Clear Jar with MultiColor Lids for Small Jewelry, Holding/Mixing Paints, Art Accessories and Other Craft Supplies - BPA Free...
N: SKLZ Youth Pop-Back Tee. Sports & Outdoors. Sports & Fitness. SKLZ.
O: AMD Turion X2 RM-75 Dual-Core 2.2GHz 128KB CPU Processor Socket S1 TMRM75DAM22GG. Electronics. Computers & Accessories. AMD.
P: uxcell® DC 3.3-5.5V DS3231 High Precision Real-Time Clock Module for MCU. Electronics. Computers & Accessories. uxcell.
Q: Centipede Gaming Hub - Red Metallic Frame - Black Top. Home & Kitchen. Furniture. by        Atlantic.
R: Kreative Arts Gallery Wrap Canvas Prints Golden Leopard Decorative Framed Canvas Wall Art,south African Animal Picture Print on Canvas Home Wall Decor Ready to Hang...
S: Samsung HW-J650 4.1 Channel 320 Watt Wireless Audio Soundbar (2015 Model). Electronics. Home Audio. Samsung.
T: GBlife I5 Plus Smart Sports Watch Bluetooth with Sleep Monitoring Tracking Remote Camera (Black). Sports & Outdoors. Sports & Fitness.
Answer: F