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

Input:
1st: Genuine Joe GJO22552 Cabinet Freestanding Water Cooler, Stainless Steel, 185 degrees F Heating to (37 to 50) degrees F Cooling, 13" Length x 12.5" Width...
2nd: MIU COLOR Reusable Grocery Bags - Foldable Shopping Bags - Green & Dark Blue & Light Blue Color with 3 Pack. Home & Kitchen. Kitchen...
3rd: New Wave Enviro Products BPA Free Bottle, 3-Gallon. Home & Kitchen. Kitchen & Dining. New Wave Enviro Products.
4th: Batman 72 by 86-Inch From The Rooftop Reversible Comforter, Twin/Full. Home & Kitchen. Bedding. Batman.
5th: Finex Set of 5 Reusable Grocery Shopping Tote Travel Recycle Bag - Foldable to Save Space Various Color. Home & Kitchen. Kitchen & Dining. Finex.
6th: MIU COLOR Reusable Grocery Bags - Foldable Shopping Bags - Green & Dark Blue & Light Blue Color with 3 Pack. Home & Kitchen. Kitchen...
7th: Coffee Gator Pour Over Brewer – Unlock Flavor with Paperless Filter and Carafe – 14floz. Home & Kitchen. Kitchen & Dining. Coffee Gator.
8th: Labhanshi Indian Mandala Round Roundie Beach Throw Tapestry Hippy Boho Gypsy Cotton Tablecloth Beach Towel, Round Yoga Mat. Home & Kitchen. Bath. Labhanshi.
9th: My Pillow Classic Series [Std/Queen, Firm Fill] Now Available in 4 Loft Levels | Patented Adjustable Interlocking Fill | Sleep Study Proven. Home & Kitchen...
10th: Primula Pike Pour Over Coffee Dripper and Carafe Set – Borosilicate Glass – For Light, Non-Bitter Drip Brewed Coffee – Easy to Use – 20...
11th: Zippy Sack Star Wars Twin Size. Home & Kitchen. Bedding. ZippySack.
12th: Teenage Mutant Ninja Turtles Shell Up 3pc Twin Bed Sheet Set. Home & Kitchen. Bedding. Nickelodeon.
13th: PAW Patrol Goodie Bags, 8ct. Home & Kitchen. Seasonal Dcor. Unique.
14th: Flash Furniture Adjustable Height Student Desk and Chair with Black Pedestal Frame. Home & Kitchen. Furniture. Flash Furniture.
15th: O Christmas Tree Treasure Box Advent Calendar (Countdown to Christmas). Home & Kitchen. Seasonal Dcor. Vermont Christmas Company.
16th: 3-Piece Tropical Coast Seashell Beach QUEEN / FULL Bedspread Spa Blue Coverlet Embossed Bed Cover set. Sea Shells, Sea Horse, Starfish etc. Home & Kitchen...
17th: Collections Etc Romantic Floral Lattice Chenille Lightweight Bedspread with Fringe Edging, Cream, Full. Home & Kitchen. Bedding. Collections Etc.

Options:
A: COUGAR Vortex CFV14HP 140mm Hydro Dynamic Bearing PWM Case Fan (Orange). Electronics. Computers & Accessories. Cougar gaming.
B: EZOPower 2 x LI-50B Battery + Travel Charger with Car Adapter + Replacement CB-USB6 Cable for Olympus SZ-12 TG-620 iHS TG-820 iHS SZ-31MR iHS SP-810UZ...
C: Audio-Technica ATH-A900X Audiophile Closed-Back Dynamic Headphones (Discontinued by Manufacturer). Electronics. Headphones. Audio-Technica.
D: Bike USA Inc's Junior Stabilizer Wheel Kit for Youth 20-Inch Wheel BMX Bikes, Heavy-Duty BMX Training Wheels. Sports & Outdoors. Outdoor Recreation. Bike USA.
E: LINKWELL Colorful Elephant Wild Animal Linen Burlap Cushion Cover Pillow Case. Home & Kitchen. Bedding. Decho.
F: King Pure-Cotton Pillow Case Covers - (2-Pack, each 20 inches x 40 inches, Grey) 100% Cotton for Maximum Softness and Easy Care - Elegant Double-Stitched...
G: Misto Brushed Aluminum Olive Oil Sprayer. Home & Kitchen. Kitchen & Dining. Misto.
H: Vilros Raspberry Pi Model B+ Basic Starter Kit. Electronics. Computers & Accessories. Vilros.
I: Calibowl 1-1/2 Cup Suction Bowl and Lid, Green. Home & Kitchen. Kitchen & Dining. CaliBowl.
J: Jumbo Folding Shopping Cart with Double Basket for smaller items- capacity 150 lbs (Black). Home & Kitchen. Storage & Organization. DLux.
K: Franklin Sports RTP Teeball Performance Gloves & Ball Combo, 9.5".  Franklin Sports.
L: Sanyo HR-T3 Electric Indoor Roaster. Home & Kitchen. Kitchen & Dining. Sanyo.
M: iHip NFH22PS NFL Pittsburgh Steelers DJ Style Headphones, Black/Yellow (Discontinued by Manufacturer). Sports & Outdoors. Fan Shop. iHip.
N: Neewer 72mm Screw-in Mount Standard Metal Lens Hood for Nikon Canon Sigma Tamron Sony Minolta Olympus Camera Lens with 72mm Filter Thread. Electronics. Camera &...
O: Queen Ivory Silky Soft bed sheets 100% Rayon from Bamboo Sheet Set. Home & Kitchen. Bedding. Royal Hotel.
P: Powell Furniture 929-351 Powell Round Shelf, White Table, 18" x 18" x 22" Tall. Home & Kitchen. Furniture. Powell Furniture.
Q: Lenox 2014 A Year to Remember Star Ornament. Home & Kitchen. Home Dcor. Lenox.
R: ProOptic Dedicated Lens Hood 18-55mm VR Lens HB-45. Electronics. Camera & Photo. Adorama.
S: AIM Sports 3-9X40 P4 Sniper Scope with Flip-Up Lens and Rings. Sports & Outdoors. Sports & Fitness. AIM Sports.
T: Cambridge Silversmiths Eloquence 20-Piece Flatware Set, Service for 4, 18/10 Stainless Steel. Home & Kitchen. Kitchen & Dining. Cambridge Silversmiths.
Answer: O