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

Input:
1st: RugStylesOnline Rubber Collection Flowers Frame Beige Printed Slip Resistant Rubber Back Latex Contemporary Modern Area Rugs and Runners (1012), 23" W x 59" L. Home...
2nd: Bamboo Sheet Set - Queen Size 4pc Set - Eco Friendly. Home & Kitchen. Bedding. Bamboo.

Options:
A: PolarPro Polarizer Filter for GoPro Hero5 Session and Hero4 Session. Electronics. Camera & Photo. Polar Pro Filters.
B: Misto Brushed Aluminum Olive Oil Sprayer(pack of 2). Home & Kitchen. Kitchen & Dining. Misto.
C: Carnation Home Fashions Ceramic Resin Shower Curtain Hook, Bronze Floral. Home & Kitchen. Bath. Carnation Home Fashions.
D: Mask Toilet Spray, Moroccan Rose, 2-Ounce (6 Pack), Before You Go Spray For Bathroom. Home & Kitchen. Home Dcor. Mask.
E: Thin Rolling Wooden Pin Oklava 32". Home & Kitchen. Wall Art. E.Duru.
F: Furnish my Place Kids Rug ABC Animals 3' X 5' Children Area Rug Anti Skid Actual Size 3'3" x 5'. Home & Kitchen. Home Dcor...
G: Ultimate Dreams Twin 3" Talalay Latex Soft Mattress Topper. Home & Kitchen. Bedding. Dreamfoam Bedding.
H: Sherpa Renzing Hat. Sports & Outdoors. Outdoor Recreation. Sherpa.
I: SonicBlitz 15 Feet Ultra Thin High Performance HDMI Cable with Redmere Technology and Ethernet. Electronics. Accessories & Supplies. SonicBlitz.
J: Lane Furniture Chloe Recliner, Tobacco. Home & Kitchen. Furniture. Lane Furniture.
K: Famavala PU Leather Case Cover For 10.1" Astro Tab A10 10.1-Inch Android Tablet (Purple). Electronics. Computers & Accessories. Famavala.
L: Blueskysea Solar Powered CCTV Security Fake Dummy Camera with Human Sensor and Flash Lights. Electronics. Camera & Photo. Blueskysea.
M: Candlecopia Honeysuckle Jasmine Strongly Scented Sustainable Vegan Natural Soy Travel Tin Candle. Home & Kitchen. Home Dcor. Candlecopia.
N: Kodak EX-811 Easyshare 8-inch Digital Picture Frame with Wireless Capability. Electronics. Camera & Photo. Kodak.
O: Optimal Shop 4 Port USB 2.0 Switch Hub High Speed Sharing Switcher Auto Printer Scanner External. Electronics. Computers & Accessories. Optimal Shop.
P: Nag Champa Sunrise Sandalwood Midnight Patchouli Celestial Fortune Blessings Romance Super Hit Jasmine Blossom Rain forest by Satya Gift Set. Home & Kitchen. Home Dcor...
Q: Birchwood Casey 33640 Bore Scrubber 2-in-1 Bore Cleaner, 10 oz. aerosol. Sports & Outdoors. Sports & Fitness. Birchwood Casey.
R: BUILT Neoprene Hoodie Hard Drive Case, Black. Electronics. Computers & Accessories. Built.
S: Chinese KungFu Taichi Martial Arts paulin Sword Bag Case (Black). Sports & Outdoors. Sports & Fitness.
T: AGPtek® Durable Acrylic Headset Desk Display Holder, Two Colors Available (Black). Electronics. Computers & Accessories. AGPTEK.
Answer: E