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: Back to Basics TEM4500 4-Slot Egg-and-Muffin Toaster (Discontinued by Manufacturer). Home & Kitchen. Kitchen & Dining. Back to Basics.
2nd: Tag 555171 Bubble Tumbler Glass, 18-Ounce, Clear, Set of 6. Home & Kitchen. Kitchen & Dining. tag.
3rd: Edsal UR60-BLK Heavy Duty 16-Gauge Steel Boltless Shelving with 5 Shelves, 5000 lbs Capacity, 60" Width x 72" Height x 18" Depth, Black. Home &...
4th: ROYAL ELEGANCE KING SIZE 4PC STRIPE Sheet Set, GREEN. Home & Kitchen. Bedding. ROYAL ELEGANCE.
5th: Ceramic French-inspired "The" Tea Canister. Home & Kitchen. Kitchen & Dining. Kiss That Frog.
6th: Creative Co-op DA1184 Wood & Metal Bless You Tissue Box Cover. Home & Kitchen. Bath. Creative Co-op.
7th: Mud Pie Circa Cookie Jar, White. Home & Kitchen. Kitchen & Dining. Mud Pie.
8th: Linen Store Quilted Microfiber Pet Furniture Protector Cover with Tucks and Straps, Navy, Loveseat. Home & Kitchen. Home Dcor. Linen Store.

Options:
A: Timbuk2 Shagg Accessory Bag. Sports & Outdoors. Outdoor Recreation. Timbuk2.
B: Sennheiser OMX 180 In-Ear Headphone with Flexible Ear Hooks and Volume Control (Discontinued by Manufacturer). Electronics. Headphones. Sennheiser.
C: Tripp Lite Cat6 Gigabit Snagless Molded Patch Cable (RJ45 M/M) - Gray, 5-ft.(N201-005-GY). Electronics. Computers & Accessories. Tripp Lite.
D: Infusion Living Better Shredder for Meat and Food Red. Home & Kitchen. Kitchen & Dining. Infusion Living.
E: Streetwise Sting Ring 18 Million Stun Gun (Pink). Sports & Outdoors. Sports & Fitness. Streetwise.
F: PWR+ AC Adapter Laptop Charger Toshiba Satellite Extra Long 12Ft Power Cord: UL Listed C55 C50 C55D C655 C655D C850 C855 C855D L755 L655 L745...
G: Fairfax Collection Galaxy Heavyweight Vinyl Tablecloth, 52-Inch by 52-Inch Square, Banana. Home & Kitchen. Kitchen & Dining. Fairfax Collection.
H: Waxations Citronella Highly Scented Summer Yellow 36 Pk Indoor/Outdoor Votive Candles. Home & Kitchen. Home Dcor. Waxations.
I: Casabella Silicone Short Pot Handle Cover, Set Of Two. Home & Kitchen. Kitchen & Dining. Casabella.
J: Cold Steel Kobun Fixed Blade AUS 8A Plain Boot Knife Secure-Ex Sheath Kraton 17T. Sports & Outdoors. Sports & Fitness. Cold Steel.
K: Robo Twist Ja 1014 – The Hands Free Easy Seen on TV Opener – Works on All Jars, Small, White. Home & Kitchen. Kitchen &...
L: Tea Cup Racks, Teacup Display Racks, Set of 3 />. Home & Kitchen. Kitchen & Dining. Bards.
M: Vitalsox Italy Running Low Cut Light Weight Socks.  Vitalsox.
N: Blackstrap Kids Balaclava Hood. Sports & Outdoors. Outdoor Recreation. BLACKSTRAP.
O: Lydealife 18 X 18 Inch Cotton Linen Decorative Throw Pillow Cover Cushion Case, Deer Elk. Home & Kitchen. Bedding. Lydealife.
P: Maxell CD-305 CD Cleaning Cloths, 50 Pack. Electronics. Accessories & Supplies. Maxell.
Q: Monstrum Tactical 2-7x32 Rifle Scope with Rangefinder Reticle and Offset Reversible Scope Rings. Sports & Outdoors. Sports & Fitness. Monstrum Tactical.
R: 7Magic Replacement for HP 131A CF210A CF210X CF211A CF212A CF213A 131X Toner Cartridge for use with HP LaserJet Pro 200 color M251nw, HP MFP M276nw...
S: Stainless Steel Sauce and Condiment Cups, Set of 12. Home & Kitchen. Kitchen & Dining. Update International.
T: Aeolus Down Luxlen Microfiber Blanket Reversible: Soft Plush to Satin Cool, Twin, Purple. Home & Kitchen. Bedding. Aeolus Down.
Answer: T