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

Input:
1st: KMC X10SL DLC Bicycle Chain. Sports & Outdoors. Outdoor Recreation. KMCA0.
2nd: Sunlite Bulk Patches. Sports & Outdoors. Outdoor Recreation. Sunlite.
3rd: Venzo Workstand Bike Bicycle Race Team Repair Stand. Sports & Outdoors. Outdoor Recreation. Venzo.

Options:
A: House of Barista's Manual Coffee Grinder | Conical Burr Coffee Grinder for a Precision Grind (Aeropress & French Press Compatible). Home & Kitchen. Kitchen &...
B: Green Kitchen Spiralizer Tri-Blade Vegetable Spiral Slicer with Zester and 300 Recipes Book. Home & Kitchen. Kitchen & Dining. Green Kitchen.
C: Deluxe Hotel Premium Quality 100% Cotton Sateen Stripe 300 Thread Count Sheet Set, Queen Size, Sky Blue Color. Home & Kitchen. Bedding. Homelux.
D: Factory Buyouts Standard Composite Video and Analog Audio Cable 8 ft. Electronics. Accessories & Supplies. Factory Buyouts.
E: Castelli Free Aero Race Bib Shorts - Men's. Sports & Outdoors. Outdoor Recreation. Castelli.
F: Wedge Guys Professional Golf Grip Tape by 2" x 10" Solvent Activated Double Sided Adhesive Strips for Regripping Golf Clubs Wood Hybrid Iron Wedge Putter,...
G: FunTime Sideshow Popper 8-Ounce Hot Oil Popcorn Machine with Cart, Black/Silver. Home & Kitchen. Kitchen & Dining. Funtime.
H: SanDisk Cruzer 4GB USB 2.0 Flash Drive- SDCZ36-004G-B35. Electronics. Computers & Accessories. SanDisk.
I: Perry Ellis Sheet Set, Microfiber, Lingonberry, King. Home & Kitchen. Bedding. Perry Ellis.
J: Canon WP-DC29 Waterproof Case for SD1200 IS Digital ELPH Camera. Electronics. Camera & Photo. Canon.
K: Bandc Marine Boat Car 7 Pins 2 Light Blue Led On-off-on Rocker Switch Dpdt Waterproof 12v 24v. Sports & Outdoors. Sports & Fitness. BANDC.
L: Wood Pellet Basket Heater, Alternative Heating Source Using Wood Pellets in Your Wood Stove or Fireplace. Home & Kitchen. Heating, Cooling & Air Quality. burnwoodpellet.
M: Cottage Garden Philippians 4:13 Religious I Can Do All This Through Him Who Gives Me Strength Footprints in The Sand Jewelry Music Musical Box (Plays...
N: Aweek® Remote Wireless RF Key Finder Item Locator Electronic Anti-lost Alarm Anti-theft Security Pets Purse Luggage Reminder Alarm Locator with LED Flashlight, 4 receivers and...
O: 7 Chakra HEM Incense Sticks -35 Sticks Pk (12/box). Home & Kitchen. Home Dcor. Hem.
P: Dryer Vent Vacuum Cleaner Attachment. Home & Kitchen. Vacuums & Floor Care. PPR Direct Marketing.
Q: 5.8 GHz Wireless Speaker Kit, Model 1540. Electronics. Home Audio. Amphony.
R: Klear Vu Twillo Overstuffed No Slip Upholstered Pad Large Chairs, Single Cushion, 17" x 17", Bluestone. Home & Kitchen. Kitchen & Dining. Klear Vu.
S: 4D Concepts 76157 Deluxe Shoe Cabinet-Light Walnut, 11.4" D x 29.3" W x 19.3" H. Home & Kitchen. Storage & Organization. 4D Concepts.
T: Sony Carrying Pouch for Handycam Camcorder (Black). Electronics. Camera & Photo. Sony.
Answer: E