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

Input:
1st: HotSnapZ Reusable 4" Hand Warmers. Sports & Outdoors. Outdoor Recreation. HotSnapZ.
2nd: HotSnapZ Hand Warmers Reusable Round & Pocket Warmers. Sports & Outdoors. Outdoor Recreation. HotSnapZ.
3rd: Simply Organic Ginger Root Ground Certified Organic, 1.64 Ounce Container. Sports & Outdoors. Outdoor Recreation. Simply Organic.
4th: Mace Brand Pepper Spray Bear Spray Holster (Spray not included). Sports & Outdoors. Sports & Fitness. Mace.
5th: Diamondback 16x1.75-2.125 Schrader Valve Bicycle Tube, Black. Sports & Outdoors. Outdoor Recreation. Diamondback Bicycles.
6th: Cheng Shin C714 Comp III Type Bicycle Tire (Wire Bead, 16 x 2.125, Black Wall). Sports & Outdoors. Outdoor Recreation. Cheng Shin.
7th: Sabre Red Pepper Spray - Police Strength - Compact Size with Clip (Max Protection - 35 Shots, up to 5x's More). Sports & Outdoors. Sports...
8th: United Cutlery Bv114 Axe M65 Steel Knife. Sports & Outdoors. Outdoor Recreation. United Cutlery.
9th: Boardwalk 6500 Facial Tissue, Flat Box, 2-Ply (30 Packs of 100). Sports & Outdoors. Outdoor Recreation. Boardwalk.
10th: Legendary Whitetails Snowcap Camo Hoodie. Sports & Outdoors. Sports & Fitness. Legendary Whitetails.

Options:
A: Canon PowerShot SD940IS 12.1MP Digital Camera with 4x Wide Angle Optical Image Stabilized Zoom and 2.7-inch LCD (Blue) . Electronics. Camera & Photo. Canon.
B: PiLife 3" Mini Non-ticking Vintage Classic  Analog Alarm Clock with Backlight , Battery Operated Travel Clock, Loud Twin Bell Alarm Clock for Kids (...
C: Champion Women's Extended Size 6-Pack Performance Low Cut Socks. Sports & Outdoors. Sports & Fitness. Champion.
D: Winsome Silvano Wine Rack with Removable Tray, Dark Bronze. Home & Kitchen. Kitchen & Dining. Winsome.
E: Crosman Phantom .177 Caliber Break Barrel Air Rifle up-to 1000 FPS. Sports & Outdoors. Sports & Fitness. Crosman.
F: Under Armour Men's Escape CGI Gloves. Sports & Outdoors. Sports & Fitness. Under Armour.
G: Bamix Deluxe M150 - 150 Watt 2 Speed 3 Blade Immersion Hand Blender with Dry Grinder and Table Stand. Home & Kitchen. Kitchen & Dining...
H: SHIMANO TL-FC15 Extension for TL-FC10. Sports & Outdoors. Outdoor Recreation. SHIMANO.
I: Bestshoot 30M Waterproof LED Video Light Fill Night Light. Electronics. Camera & Photo. Bestshoot.
J: Bolsius 100 Pack Unscented White Tea Light Candles Burns Aprx. 3.5 Hour. Home & Kitchen. Home Dcor. Bolsius.
K: HOLOSUN Circle Dot Solar Sight, 2 MOA Dot, 65 MOA Circle, Black. Sports & Outdoors. Sports & Fitness. HOLOSUN.
L: Dancing Bear Cylinder Shaped Selenite Candle Holder in White Box with Tealight Candle and Educational Card included Brand. Home & Kitchen. Home Dcor. Dancing Bear.
M: 15 Patterns of Vinyl Flannelback Tablecloth 52" x 52"- ColorTrends Luxurious Premium Vinyl (Yellow Checkered). Home & Kitchen. Kitchen & Dining. Royal Crest.
N: Bestlight 16 LED Smartphone Flash Fill-light for iPhone 6S plus/6S/6 plus/6/5s,Samsung Galaxy S6 Edge/S6/S5/S4,Android,IOS& WP8 Cellphones and Tablets with Mini USB Charging Port(Black). Electronics. Camera...
O: CX Battery Charger (Black). Electronics. Camera & Photo. Activeon.
P: Yamaha WX-030WH  MusicCast Wireless Speaker with Wi-Fi and Bluetooth (White), Works with Alexa. Electronics. Portable Audio & Video. Yamaha Audio.
Q: Clear Globe Attachment for 100-Hour Emergency Candle by Emergency Essentials. Home & Kitchen. Home Dcor. EM.
R: Sigma 18-200mm f/3.5-6.3 DC Auto Focus OS (Optical Stabilizer) Zoom Lens for Canon Digital SLR Cameras. Electronics. Camera & Photo. Sigma.
S: Fox Valley Traders St. Patrick's Day Garage Door Magnet Set. Home & Kitchen. Kitchen & Dining. Fox Valley Traders.
T: Outdoor Products Backpacker Poncho.  Outdoor Products.
Answer: F