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

Input:
1st: Coby MP-CD450 Portable MP3/CD Player with AM/FM Tuner and Cassette Deck (Discontinued by manufacturer). Electronics. Portable Audio & Video. Coby.
2nd: Green Leaf WW-1 Wonder Winder Hand Crank Extension Cord Winder. Electronics. Accessories & Supplies. Green Leaf.
3rd: 3 pcs Aqua Blue/Black/Red Capacitive Stylus/styli Touch Screen Cellphone Tablet Pen for iPhone 4 4s 3 3Gs iPod Touch iPad 2 Motorola Xoom, Samsung Galaxy,...
4th: eMachines E180HV 18.5IN 1366X768 Wxga 5000:1-CONTRAST 5MS-RESPONSE Analog-v. Electronics. Computers & Accessories. eMachines.
5th: 1GB DDR2 PC2-5300 DESKTOP Memory Module (240-pin DIMM, 667MHz) Genuine A-Tech Brand. Electronics. Computers & Accessories. A-Tech Components.
6th: 2GB kit (1GBx2) DDR2 PC2-6400 DESKTOP Memory Modules (240-pin DIMM, 800MHz) Genuine A-Tech Brand. Electronics. Computers & Accessories. A-Tech Components.

Options:
A: Euro-Pro UV610SH Shark Cordless Sweeper. Home & Kitchen. Vacuums & Floor Care. SharkNinja.
B: Signature Design by Ashley Revere Collection Throw, Set of 3, Bronze. Home & Kitchen. Bedding. Signature Design by Ashley.
C: OXO Good Grips Airtight POP Small Cookie Jar (2.0 Qt). Home & Kitchen. Kitchen & Dining. OXO.
D: Yoobao Ultra Slim 4 port USB-C data Hub for New Macbook, Chromebook Pixel, Nokia N1, Nexus 6P and Other USB-C(Type C) Devices - White. Electronics...
E: DIGITTRADE LS157-15 Illumination Designer Notebook Sleeve 15.4 inch Laptop Cover neoprene soft carry case up to 15.6 inch Anti Shock System. Electronics. Computers & Accessories...
F: Oggi Jumbo Stainless Kitchen Canister, Black. Home & Kitchen. Kitchen & Dining. Oggi.
G: Lewis Hyman 1501237 Room-Darkening Fabric Roman Shade, 23 x 72", Chocolate. Home & Kitchen. Home Dcor. Lewis Hyman.
H: 12 oz JACKET - CAN & BOTTLE Insulator - Stainless Steel Double Wall Vacuum Insulated Thermos Beverage Cooler. Home & Kitchen. Kitchen & Dining. Magnum...
I: Warm House TZRF-10344 Zurich Tabletop Retro Electric Fireplace - Medium Wood-Print Finish. Home & Kitchen. Heating, Cooling & Air Quality. Warm House.
J: MIER 16 Can Large Insulated Lunch Bag for Women, Soft Leakproof Liner, Pink. Home & Kitchen. Kitchen & Dining. MIER.
K: Securus EZOOM1000 eZoom Personal GPS Locator (Requires Service Plan). Electronics. GPS, Finders & Accessories. Securus.
L: Set of 3 Flexible Shaped Ice Cube Trays. Sun, Star, Flower, Tree and Sealife. Fun Party Combo. Home & Kitchen. Kitchen & Dining. CCraft.
M: MOJO Outdoors Mojo Multi-Cycle Remote Control. Sports & Outdoors. Sports & Fitness. MOJO Outdoors.
N: TPCROMEER External 3.5 Inch USB 1.44 MB Floppy Disk Diskette Drive For PC Notebook Laptop Desktop Black. Electronics. Computers & Accessories. Easy Style.
O: Urban Boundaries Women's Double Layer Micro-Fleece Headband. Sports & Outdoors. Sports & Fitness. Urban Boundaries.
P: TANDEMKROSS "halo" for Smith and Wesson 22 Victory. Sports & Outdoors. Sports & Fitness. TANDEMKROSS.
Q: Monoprice 6-Channel Speaker Selector - Black With Impedance Matching Protection, Up To 140W Per Ch. Perfect for Home Theater Audio. Electronics. Accessories & Supplies. Monoprice.
R: 8Gb (2X4Gb) Memory Ram Compatible with Ibm Lenovo Thinkpad T61, T61P Ddr2 Pc5300 Sodimm By CMS B116. Electronics. Computers & Accessories. Computer Memory Solutions.
S: Lenox Tuscany Classics Martini Glasses Buy 4 Get 6. Home & Kitchen. Kitchen & Dining. Lenox.
T: Eshow Ottoman Cube Shaped Storage Ottomans, Hassocks and Ottomans as Footrest Stool, Ottoman Bench Set with Lift Top and Wood Legs for Bedroom and Living...
Answer: N