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

Input:
1st: Hamilton Beach 6-Cup Coffee Maker, Programmable Brewstation Dispensing Coffee Machine (48274). Home & Kitchen. Kitchen & Dining. Hamilton Beach.
2nd: Umbra Coretto 54-Inch to 90-Inch Tension Rod, Nickel. Home & Kitchen. Home Dcor. Umbra.

Options:
A: Under Armour Wounded Warrior Project Adjustable Cap. Sports & Outdoors. Sports & Fitness. Under Armour.
B: 3.5" Large Screen - Pyrus Electronics 4gb 3.5" Touch Screen Mp3/mp4/mp5 Personal Multimedia Player. Electronics. Portable Audio & Video. PE.
C: Zak Designs 0025-R101 HydraTrak Tumblers, 20oz w/Straw, Clear-Rainbow 20. Home & Kitchen. Kitchen & Dining. Zak Designs.
D: Plano 7603 Flip Sider Three Tray Tackle Box. Sports & Outdoors. Sports & Fitness. Plano.
E: Panasonic RPHV21R In-Ear Earbud Heaphones with Built-in Clip (Red) (Discontinued by Manufacturer). Electronics. Headphones. Panasonic.
F: De'Longhi EC155 15 BAR Pump Espresso and Cappuccino Maker. Home & Kitchen. Kitchen & Dining. DeLonghi.
G: Westinghouse SA21950 Counter Top Chef Multi-cooker, Stainless/Black. Home & Kitchen. Kitchen & Dining. Westinghouse.
H: Green Spa Still Life With Bamboo Fountain And Zen Stone In Water Wall Art Painting The Picture Print On Canvas Botanical Pictures For Home Decor...
I: Performance Brands MARK-8 Vacuum Cleaning Robot for Pets and Allergies. Home & Kitchen. Vacuums & Floor Care. Performance.
J: Fishing Christmas Ornament A Reel Keeper Dated 2016 Hallmark Keepsake Ornament. Home & Kitchen. Home Dcor. Hallmark.
K: SZCO Supplies Primitive Bowie Knife. Sports & Outdoors. Sports & Fitness. SZCO Supplies.
L: Sportsun Triangular Groove cushion Saddle Bicycle Cover –Memory Foam Padded thicken Silicone Softness.  Sportsun.
M: OrigAudio Rock-IT 2.0 Portable Vibration Speaker with Standard 3.5mm Jack. Model ROCK-IT-WH. Electronics. Portable Audio & Video. OrigAudio.
N: Urbanest 54-inch by 96-inch Faux Linen Sheer Set of 2 Curtain Panels with Grommets, Black. Home & Kitchen. Home Dcor. Urbanest.
O: Bluetooth Headset, Hands Free Earpiece with Two 140mah Replaceable Batteries, Compatible with iPhone, Android and Most Smartphone. (Black). Electronics. Headphones. EGRD.
P: Rapala Shadow Rap Shad Deep 09 Fishing Lures. Sports & Outdoors. Sports & Fitness. Rapala.
Q: Contender Fight Sports Mexican Style Headgear. Sports & Outdoors. Sports & Fitness. Contender Fight Sports.
R: Cables Unlimited ZIP-AUDIO-CD5 ZipLinq Retractable 3.5mm to 2 RCA Audio Cable (Black). Electronics. Accessories & Supplies. Cables Unlimited.
S: Under Armour Women's Storm Armour Fleece Big Logo Twist Hoodie. Sports & Outdoors. Sports & Fitness. Under Armour.
T: Harrisville 10” Pro Bright Lotta Loops in Assorted Colors – Makes 8 Potholders. Home & Kitchen. Kitchen & Dining. Harrisville Designs.
Answer: F