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

Input:
1st: Farm Rooster and Chicken Salt and Pepper Shakers. Home & Kitchen. Kitchen & Dining. DWK Corporation.
2nd: Thirstystone Stoneware Coaster Set, Rooster. Home & Kitchen. Kitchen & Dining. Thirstystone.
3rd: Wallies 13640 Roosters and Sunflowers Peel and Stick Vinyl Decal. Home & Kitchen. Wall Art. Wallies.
4th: SureFit Furniture Friend Pet Throw - Sofa Slipcover  - Black (SF37504). Home & Kitchen. Home Dcor. Sure Fit.
5th: Eddingtons Italian Olive Wood Salad Server Set, 13-Inch. Home & Kitchen. Kitchen & Dining. Eddingtons.
6th: Eddingtons Italian Olive Wood Spoon, 13.5-Inch. Home & Kitchen. Kitchen & Dining. Eddingtons.
7th: Wilton Dessert Decorator Plus Cake Decorating Tool, Cake Icing Tool. Home & Kitchen. Kitchen & Dining. Wilton.
8th: Healthy Cooking Style Stove Top Barbecue Grill - Nonstick BBQ Stovetop (13 Inches). Home & Kitchen. Kitchen & Dining. Imperial Home.

Options:
A: Rainbow Vacuum Cleaner Pet Edition With Free Dog & Cat Attachments by ZVac. Rainbow Vacuum Cleaner E4 Black Edition Newest Model 2017 Type 12 E2...
B: Shock Doctor Men's Ultra Padded Catchers Sliding Shorts. Sports & Outdoors. Sports & Fitness. Shock Doctor.
C: Better Living Products 15277 Linea Luxury Shower Basket, Brushed Stainless Steel. Home & Kitchen. Bath. Better Living.
D: Tree Buddees Christmas Ornaments Colored Cube Puzzle (Blue). Home & Kitchen. Home Dcor. Tree Buddees.
E: Pie Keeper. Home & Kitchen. Kitchen & Dining. Miles Kimball.
F: ButterflyPhoto 3pc Filter Kit for DJI Phantom 3 Pro, Advanced, Quadcopter 4K UHD Video Camera Drone This Must Have Accessories Bundle Includes CPL + ND4...
G: SmartEra® High Quality USB Female to 3.5mm Jack Male Audio Converter Adapter (White). Electronics. Accessories & Supplies. SmartEra.
H: The Pod Red Bean Bag Camera Support for Compact Cameras. Electronics. Camera & Photo. The POD.
I: Darts LASER FIRE Steel Tip The impeccably designed, affordable supplies for beginning players, weekend warriors and the crowd who want results delivering flights. Sports &...
J: Fabric Frame Cover Photo Album 300 Pockets Hold 4x6 Photos, Wildberry Purple. Home & Kitchen. Home Dcor. Pioneer Photo Albums.
K: Kyocera Advanced Ceramic Slicer Set with Adjustable Mandoline, Julienne Slicer, and Grater. Home & Kitchen. Kitchen & Dining. Kyocera.
L: Adamanta 16GB (2x8GB) Apple Memory Upgrade for Late 2015 iMac 27" DDR3L 1867Mhz PC3L-14900 SODIMM 2Rx8 CL13 1.35v RAM. Electronics. Computers & Accessories. Adamanta Memory.
M: Safavieh Lyndhurst Collection LNH219A Traditional Oriental Black and Ivory Area Rug (5'3" x 7'6"). Home & Kitchen. Home Dcor. Safavieh.
N: Collections Etc Colorful Oak Leaves and Berries Fall Harvest Wreath. Home & Kitchen. Home Dcor. Collections Etc.
O: Linksys WRT1900AC Dual Band Smart Wi-Fi Wireless AC Router (2.4 + 5GHz) - (Certified Refurbished). Electronics. Computers & Accessories. Linksys.
P: Dracast DR-DVT17 Tripod, Black. Electronics. Camera & Photo. Dracast.
Q: Valery Madelyn 21" Trendy Red and Black Tartan Christmas Stocking,Themed with Tree Skirt(Not Included). Home & Kitchen. Seasonal Dcor. V&M VALERY MADELYN.
R: Quam SYSTEM 3/VC 8" Slanted Speaker w/Volume Control 5W-25/70V White. Electronics. Home Audio. Quam.
S: Stainless Steel 5-Inch Laundry Safety Pin 10-Pack. Home & Kitchen. Storage & Organization. TCI.
T: Evelots Felt Pan, Pot & Dish Scratch Protector-Cookware-Glass Divider-2 Sizes-Set/14. Home & Kitchen. Kitchen & Dining. Evelots.
Answer: E