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

Input:
1st: 21 Ounce Pool Table Felt - Billiard Cloth - for 7, 8 or 9 Foot Table Choose from English Green, Standard Green, Blue, Navy Blue,...
2nd: Tefco Spots. Sports & Outdoors. Sports & Fitness. Tweeten Fibre Co.
3rd: Silver Cup Billiard CHALK - ONE DOZEN. Sports & Outdoors. Sports & Fitness. Silver Cup.
4th: DYNAPRO Exercise Ball - 2,000 lbs Stability Ball - Professional Grade – Anti Burst Exercise Equipment for Home, Balance, Gym, Core Strength, Yoga, Fitness, Desk...
5th: Super Disc Aerobie 10" Flying Disc. Sports & Outdoors. Sports & Fitness. Striker Sports.

Options:
A: ProHealth Healthpro Titanium Lightweight Super Strong Water Bottle (14-Ounce). Sports & Outdoors. Sports & Fitness. ProHealth.
B: Kensington K72346US Wired Mouse for Netbooks, Two Buttons with Scroll Wheel. Electronics. Computers & Accessories. Kensington.
C: HDE Mini Silicone 18 Key Number Keyboard Pad with Retractable USB Cable (Blue). Electronics. Computers & Accessories. HDE.
D: Pyrex - Red 1 Quart Mixing Bowl Lid. Home & Kitchen. Kitchen & Dining. Pyrex.
E: Smith & Wesson SWHRTMG HRT Magnesium Rescue Knife. Sports & Outdoors. Sports & Fitness. Smith & Wesson.
F: Top Hunter 84 feet - 12 English Ivy Silk Greenery Wedding Party Garlands. Home & Kitchen. Home Dcor. Top Hunter.
G: Incense Cones 100 Bulk Pack – Frankincense and Myrrh from Rainbowrecords239. Home & Kitchen. Home Dcor. Subtle Scents.
H: WEWILL Lovely Embroidered Pets Pattern Christmas Stockings Dog or Cat 16-Inch Length (Cat). Home & Kitchen. Seasonal Dcor. WEWILL.
I: Voberry 30g Thermal Grease CPU Heat Sink Heatsink Compound Thermal Compound Paste Tube. Electronics. Computers & Accessories. Voberry.
J: Onkyo TX-SR343 5.1-Channel A/V Receiver. Electronics. Television & Video. Onkyo.
K: Lomography X-PRO Slide Film 200 35mm 3-Pack. Electronics. Camera & Photo. Lomography.
L: SB Premium Clear Case for Raspberry Pi Zero and Raspberry Pi Zero W Open Closed 2 in 1 Access to All Ports. Electronics. Computers &...
M: Imperial Billiard/Pool Table Cushion Facings, Pack of 12 Strips. Sports & Outdoors. Sports & Fitness. Imperial.
N: Schwinn Big Knobby Bike Tire (Black, 20 x 1.95-Inch). Sports & Outdoors. Outdoor Recreation. Schwinn.
O: (Only works with the Galaxy Tab First Generation). Electronics. Computers & Accessories. Samsung.
P: Airdrives INA099110 Interactive Earphones for IPhone with Microphone (Discontinued by Manufacturer). Electronics. Headphones. AIRDRIVES.
Q: Nikon MC-DC1 Remote Cord for Nikon D70S & D80 Digital SLR Cameras. Electronics. Camera & Photo. Nikon.
R: Logitech M325 Wireless Mouse with Designed-For-Web Scrolling - Fusion Party. Electronics. Computers & Accessories. Logitech.
S: Balichun 2 Panels Blackout Curtains Thermal Insulated Grommets Drapes for Bedroom/ Living Room 52 by 84 Inch Camel. Home & Kitchen. Home Dcor. BBInfinite.
T: U-miss Travel Pillow - Neck Support Pillow- Memory Foam U-shape Pillow with Sleep Eye Mask and Durable Bag, Luxurious Plush Black Velour Washable Cover, Lightweight...
Answer: M