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

Input:
1st: iTouchless 13 Gallon Stainless Steel Automatic Trash Can with Odor-Absorbing Filter, Wide Opening Sensor Kitchen Trash Bin, Powered by Batteries (not included) or Optional AC...
2nd: PureGuardian H1000 12-Hour Ultrasonic Humidifier. Home & Kitchen. Heating, Cooling & Air Quality. Guardian Technologies.
3rd: Cast Iron Alligator Paper Towel Holder, 5" X 7" X 12"t. Home & Kitchen. Kitchen & Dining. Kalalou.
4th: AGPtek® 12 PCS Fashion Decorative Home Bathroom Seashell Shower Curtain Hooks (Seashell: Light Brown; Starfish: Tan; Conch: Light Brown). Home & Kitchen. Bath. AGPTEK.
5th: Presto 06857 16-inch Electric Foldaway Skillet, Black. Home & Kitchen. Kitchen & Dining. Presto.
6th: GorgeousHome *Various Colors & Animal Print Designs* 1 Pc Hotel High Quality Elegant Window-Sheer Scarf Valance (37" x 216") (Orange). Home & Kitchen. Home Dcor...
7th: Pile of Pillows Pillow Forms, 18" x 18", White Outer/Multi Inner. Home & Kitchen. Bedding. Pile of Pillows.
8th: Ambassador Indoor/Outdoor Rocks Whiskey & Old Fashioned Glasses | Seamless, Unbreakable Tritan with Recessed, Ergonomic Shams | 8.5 ounce, Set of 4. Home & Kitchen...
9th: SimpleDecor Jacquard Bird On the Tree Accent Decorative Throw Pillow Case Hand Painted Cushion Cover Cute Traditional Chinese Painting 18X18 by Simple. Home & Kitchen...
10th: C&F Home Natural Shells Seahorse Pillow 18x18. Home & Kitchen. Home Dcor. C&F Home.
11th: Willow Tree Creche. Home & Kitchen. Home Dcor. Willow Tree.

Options:
A: BlueFinger Backlit Keyboard and Mouse with Backlight Keycaps Rainbow Color USB Wired Gaming Keyboard and Mouse Combo with Customised MousePad. Electronics. Computers & Accessories. Bluefinger.
B: Nike Speed Performance Headband. Sports & Outdoors. Sports & Fitness. Nike.
C: Korginer Snorkel Mask Full Face 180° Ultra-Wide GoPro Compatible Scuba Mask Upgraded Breathing Anti-Fog Anti-Leak Diving Mask, Panoramic View for Underwater World (Panoramic Black, Large/Extra...
D: KaysCase S-Line TPU Soft Gel Cover Case for Apple iPad 3 - the New iPad - Not Compatible to Smart Cover (Black). Electronics. Computers &...
E: Ello Baxter BPA-Free Ceramic Tumbler. Home & Kitchen. Kitchen & Dining. Ello.
F: Red Ceramic Mason Jar Utensil Holder. Home & Kitchen. Wall Art. World Market.
G: Rio: Mainstream Saltwater, Blue, WF10F. Sports & Outdoors. Sports & Fitness. RIO.
H: T-fal C51782 ProGrade Titanium Nonstick Thermo-Spot Dishwasher Safe PFOA Free with Induction Base Saute Pan Jumbo Cooker Cookware, 5-Quart, Black. Home & Kitchen. Kitchen &...
I: BoreSighter Bore Sight kit for 0.22 to 0.50 Caliber Rifles Handgun Red Laser. Sports & Outdoors. Sports & Fitness. PENSON & CO.
J: rooCASE 4-Pack x2 Anti-Glare Matte and x2 HD Invisible Screen Protector Film for ASUS Transformer Pad Infinity TF700T Tablet - Lifetime Replacement Warranty. Electronics. Camera...
K: MIU France Silicone Pot Handle Sleeves, Green, Orange and Blue, Set of 3. Home & Kitchen. Kitchen & Dining. MIU France.
L: Yubi Power Desktop Surge Power Charging Station - Built in Gadget Stand- With 4 USB Ports and 2 AC Surge Protected Outlets. Electronics. Accessories &...
M: 3 Piece Set Palm Trees Single Trunk 5" Scale Small/Med/Tall Font 3 Piece Set 6.5" - 9.5"H by Roman. Home & Kitchen. Home Dcor. Fontanini.
N: Dogs Playing Poker Metal Tin Sign. Home & Kitchen. Home Dcor. Poster Discount.
O: Homemory 24 PCS Color Changing Tealights LED Flameless Tealights D1.4 xH1.25 Battery Operated Chirstmas Colorful Tea Light Candles, White Base. Home & Kitchen. Home Dcor...
P: Audio-Technica ATH-PRO700MK2 Professional DJ Monitor Headphones. Electronics. Headphones. Audio-Technica.
Q: Lighted Santa Candle Snow Globe, Flameless LED Candle. Home & Kitchen. Home Dcor. Accents Depot.
R: iPad Air 2 Case - KAYSCASE Bookshell Case Compatible with Apple iPad Air 2 case, 6th Generation (2014 Release) 9.7 inch tablet with Sleep/Wake Function...
S: DecentHome Tufted Leather Rectangular Storage Bench Ottoman Footstool, Dark Brown. Home & Kitchen. Furniture. DecentHome.
T: Driftsun Sports Slack-Line Complete Kit with Training Line and Tree Guard Protectors, Easy to Set-Up and Includes Carry Bag, 50-Foot. Sports & Outdoors. Outdoor Recreation...
Answer: O