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

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.

Options:
A: Collapsible Flask Set for Sneaking Alcohol by Boozer Babe, Set Includes ~ 2 ~ 8 oz., 2 ~ 16 oz. 2 ~ 32 oz. &...
B: Ameriwood Home Princeton L-Shaped Desk, White. Home & Kitchen. Furniture. Altra Furniture.
C: Legrand - On-Q WP3403BK 1Gang, 3Port Wall Plate, Black. Electronics. Accessories & Supplies. Legrand-On-Q.
D: Dyson V6 Baby + Child Handheld Vacuum - Cordless. Home & Kitchen. Vacuums & Floor Care. Dyson.
E: Portion Control Containers - High Quality - 7 Piece Set Designed For Healthy Eating - Dishwasher and Microwave Safe - BPA-free, DEHP-free. Home & Kitchen...
F: Telico M21 1080P 4.3-Inch HD LCD Dual Dash Cam for Vehicles 150 Degress Viewing and 8GB Micro SD. Electronics. Car & Vehicle Electronics. Telico.
G: K-Edge Garmin Handlebar Mount XL. Electronics. GPS, Finders & Accessories. K-Edge.
H: Kodak EasyShare C180 10.2MP Digital Camera with 3x Optical Zoom and 2.4 inch LCD - Red . Electronics. Camera & Photo. Kodak.
I: Linen Store Quilted Microfiber Pet Furniture Protector Cover with Tucks and Straps, Navy, Loveseat. Home & Kitchen. Home Dcor. Linen Store.
J: Gold Rush Deluxe Panning Kit - 1 Pound of PayDirt Included …. Sports & Outdoors. Outdoor Recreation. Pay Dirt Gold Company.
K: Safco Products 1929MO Muv 35-49" H Stand-Up Desk Adjustable Height Computer Workstation with Keyboard Shelf, Medium Oak. Home & Kitchen. Furniture. Safco Products.
L: Ilford XP2 Super Single Use Camera with Flash (27 Exposures) black and white film CAT1174186. Electronics. Camera & Photo. Ilford Photo.
M: Perfect Balance Soapstone Incense Holder. Home & Kitchen. Home Dcor. Accessories - Boat Burners (Soapstone).
N: Garmin nüvi 2360LMT 4.3-Inch Widescreen Bluetooth Portable GPS Navigator with Lifetime Traffic & Map Updates (Old Model). Electronics. GPS, Finders & Accessories. Garmin.
O: SPYPOINT 7MP Infrared Surveillance Camera, Camo. Sports & Outdoors. Sports & Fitness. SPYPOINT.
P: Olympus Evolt E510 10MP Digital SLR Camera with CCD Shift Image Stabilization and 14-42mm f/3.5-5.6 Zuiko Lens. Electronics. Camera & Photo. Olympus.
Q: OXO Good Grips Double Wall Travel Mug, Silver- 15 ounce. Home & Kitchen. Kitchen & Dining. OXO.
R: Frankford Arsenal Cartridge Overall Length Gage for Reloading. Sports & Outdoors. Sports & Fitness. Frankford Arsenal.
S: Olympus WS-802 Voice Recorder. Electronics. Portable Audio & Video. Olympus.
T: Under Armour Rival Fleece Pullover Hoody - Women's. Sports & Outdoors. Sports & Fitness. Under Armour.
Answer: I