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

Input:
1st: Apple iPod nano 8 GB 3rd Generation(Black)  (Discontinued by Manufacturer). Electronics. Portable Audio & Video. Apple.
2nd: Apple iPod nano 8 GB 2nd Generation (Black) (Discontinued by Manufacturer). Electronics. Portable Audio & Video. Apple.
3rd: Apple iPod nano 16 GB Blue (4th Generation)  (Discontinued by Manufacturer). Electronics. Portable Audio & Video. Apple.
4th: Apple iPod shuffle 4 GB Silver (3rd Generation)  (Discontinued by Manufacturer). Electronics. Portable Audio & Video. Apple.
5th: Case Logic PNC-216 16-Inch Laptop Case (Black). Electronics. Computers & Accessories. Case Logic.
6th: V-MODA Remix In-Ear Noise-Isolating Metal Headphone (Blush). Electronics. Headphones. V-MODA.
7th: JBL Roxy In-Ear Headphones - Sunrise Red (Discontinued by Manufacturer). Electronics. Headphones. JBL.
8th: ZOMM Wireless Leash, Bluetooth Speakerphone, and Personal Safety Device for Mobile Phones (Black). Electronics. Portable Audio & Video. ZOMM.
9th: Seagate Backup Plus 500GB Portable External Hard Drive USB 3.0 (Black)(STBU500100). Electronics. Computers & Accessories. Seagate.
10th: Dual Electronics Painted Tunes A1K Tangle-Free Flat Wire Noise Reducing Earbuds with Built-in Microphone & Carrying Case Black. Electronics. Computers & Accessories. Dual Electronics.
11th: Acer Aspire Switch 11 SW5-171-39LB 11.6-Inch Full HD Detachable 2 in 1 Touchscreen Laptop. Electronics. Computers & Accessories. Acer.
12th: Lenovo 500 Bluetooth Speaker. Electronics. Portable Audio & Video. Lenovo.
13th: PNY AD10400 10400mAh 1A/1A/2.4A PowerPack-Portable Rechargeable Battery Charger, Silver (P-B-10400-24-S02-RB). Electronics. Computers & Accessories. PNY.
14th: Pono Music Portable Music Player, Black. Electronics. Portable Audio & Video. PonoMusic.
15th: Slive-4U (Green) A Self-Powered Charger, NOAA Weather Radio, Emergency Smart Phone Charger, Rechargeable Flashlight, AM/FM Radio and Siren All in one Portable Device for Regular...

Options:
A: Quicksilver2 Carabiner - Screwgate by Black Diamond. Sports & Outdoors. Outdoor Recreation. Black Diamond.
B: [Glare Shield] Esky 2 in 1 Day and Night Anti-Glare Headlight / Sun Visor for Car - Be Safe and Comfortable in Driving. Electronics. Car...
C: American Athletic Shoe Girl's Soft Boot Ice Skates. Sports & Outdoors. Outdoor Recreation. American Athletic.
D: Air Fryer by Cozyna (3.7QT) with airfryer cookbooks (over 50 recipes). Home & Kitchen. Kitchen & Dining. Cozyna.
E: Cat 6 Ethernet Cable 15 ft - Flat Internet Network Lan patch cord Short – faster than Cat5e/Cat5, Slim Cat6 High Speed Computer wire With...
F: Old World Christmas Ornaments: Octopus Glass Blown Ornaments for Christmas Tree (12129). Home & Kitchen. Home Dcor. Old World Christmas.
G: VonHaus Universal Adjustable Ceiling Projector Mount, Height Control from 16.5 to 25.5 inches, Swivels 30 Degrees, Tilts 15 Degrees, Cable Management. Electronics. Accessories & Supplies...
H: Sony Bravia S-Series KDL-32S2010 32-Inch LCD HDTV. Electronics. Television & Video. Sony.
I: FlipStands 2: New, Compact Portable Multi-Adjustable Stand for the Kindle, Kindle Fire, Kindle Fire HD 7", 8.9", Kindle Fire HDX 7" and 8.9". Electronics. Computers...
J: Tache Festive Christmas Poinsettia Elegant Holiday Tidings Decorative Tapestry Accent Throw Pillow Cushion Cover, 2 Piece 16 x 16". Home & Kitchen. Bedding. Tache Home...
K: Bang & Olufsen Beoplay A1 Portable Bluetooth Speaker with Microphone – Moss Green - 1297862. Electronics. Portable Audio & Video. Bang & Olufsen.
L: Magellan SporTrak Color Water Resistant Hiking GPS. Electronics. GPS, Finders & Accessories. Magellan.
M: JP Lann Golf Double Vented Mesh Shoe Bag, Black, 17 x 12 x 5-Inch. Sports & Outdoors. Sports & Fitness. JP Lann Golf.
N: HP 18-5110 18.5-Inch All-in-One Desktop (Discontinued by Manufacturer). Electronics. Computers & Accessories. HP.
O: Switcheasy ThumbTacks Microphone for iPod nano 4G, touch 2G (Black). Electronics. Portable Audio & Video. SwitchEasy.
P: BROWN SILVER CLOTH FLATWARE HOLDER - DRAWER LINER PAD- BROWN SILVER CLOTH. Home & Kitchen. Kitchen & Dining. Reed & Barton.
Q: 0604 Princess Victoria Backsplash - Clear Coated Aluminum. Home & Kitchen. Home Dcor. Princess Victoria.
R: Targus 16 Inch Sport Deluxe Notebook/Laptop Backpack (TSB312). Electronics. Computers & Accessories. Targus.
S: Gigabyte GTX 750 GDDR5-1GB 2xDVI-I/DVI-D/2xHDMI OC Graphics Cards GV-N750OC-1GI. Electronics. Computers & Accessories. Gigabyte.
T: Office Star Deluxe Armless Wood Bankers Desk Chair with Wood Seat, Fruit Wood. Home & Kitchen. Furniture. Office Star.
Answer: K