Instruction: The user's purchase history implies her preferences. Rank the items in the options based on the user's preferences. Output the item that the user is most likely to purchase next from the options.

Input:
1st: ECOFAN 812AMXBX AirMax Large Heat Powered Wood Stove Fan, Made in Canada, Black. Home & Kitchen. Heating, Cooling & Air Quality. ECOFAN.
2nd: Tribeca Living Flower Park Printed Deep Pocket Flannel Sheet Set with Pillowcase, Queen. Home & Kitchen. Bedding. TRIBECA LIVING.
3rd: Chicago Cutlery 1043898 4-Piece Basics Steakhouse Knife Set, Walnut. Home & Kitchen. Kitchen & Dining. Chicago Cutlery.
4th: Safavieh Padding Collection PAD110 Cream Area Rug, 4 feet by 6 feet (4' x 6'). Home & Kitchen. Home Dcor. Safavieh.
5th: Sun Yin 100-Percent Cotton Full/Queen Blanket, Burgundy. Home & Kitchen. Bedding. SUNYIN.
6th: Greenland Home Blooming Prairie Twin Quilt Set. Home & Kitchen. Bedding. Greenland Home.
7th: Wrap-N-Mat 30404 Placemat, Hungry Circles. Home & Kitchen. Kitchen & Dining. WRAP-N-MAT.
8th: Classic Wooden 12-inch Kitchen Spoon - Set of 3. Home & Kitchen. Kitchen & Dining. Update International.
9th: Ecofan 812AMKBX AirMax Large Heat Powered Wood Stove Fan, Made in Canada, Nickel. Home & Kitchen. Heating, Cooling & Air Quality. ECOFAN.
10th: Fox Run 3100 Stick-Um Candle Adhesive, 0.5-Ounce. Home & Kitchen. Home Dcor. Fox Run.

Options:
A: Party Essentials Deluxe Quality Hard Plastic 5 x 7-Inch Rectangular Appetizer Plates, Clear, 24 Count. Home & Kitchen. Event & Party Supplies. Party Essentials.
B: Creative Co-op Wine Bottle Magnet Set. Home & Kitchen. Kitchen & Dining. Creative Co-op.
C: PRO-651 Handheld Radio Scanner. Electronics. Security & Surveillance. Radio Shack.
D: Wild Country RopeMan MK2 Forged Ascender. Sports & Outdoors. Outdoor Recreation. Wild Country.
E: Fulton FW16000101 F2 Trailer Winch with Strap - 1600 lb. Load Capacity. Sports & Outdoors. Sports & Fitness. Fulton.
F: AmazonBasics RJ45 Cat7 Network Ethernet Patch Cable - 3 Feet. Electronics. Computers & Accessories. AmazonBasics.
G: Edimax Wireless AC1200 Dual-Band PCI-E Adapter, Detachable High Gain Antenna (EW-7822PIC). Electronics. Computers & Accessories. Edimax.
H: C2G/Cables to Go Audio Unlimited 900MHz Wireless Indoor/Outdoor Rock Speaker (Rechargeable) with Dual Power Transmitter, Granite (SPK-ROCK3). Electronics. Home Audio. C2G.
I: Gessner Products Mr. Dudley  5-1/2-Inch Majesty Saltmill, Clear Acrylic. Home & Kitchen. Kitchen & Dining. Gessner Products.
J: Combed Cotton 300 Thread Count Queen Bed Skirt Stripe, Gold. Home & Kitchen. Bedding. Superior.
K: Fun World Funny Backwards Witch Orange Hanging Halloween Decoration. Home & Kitchen. Home Dcor. Fun World.
L: Violet Linen European Hydrangea Flower Vintage Design Printed Tablecloth, 60" x 102", Beige. Home & Kitchen. Kitchen & Dining. Violet Linen.
M: Stay Grip Non-skid Area Rug Pad for 6-Feet by 9-Feet Rug. Home & Kitchen. Home Dcor. Granville Rugs.
N: SureFit Soft Suede - Pillow Slipcover - Smoke Blue. Home & Kitchen. Bedding. Surefit.
O: Catholic Wear Ever Wood Scapular. Home & Kitchen. Home Dcor. JMJ Products, LLC.
P: Curious Chef 17-Piece Measure & Prep Kit. Home & Kitchen. Kitchen & Dining. Curious Chef.
Q: Holga 60mm f/8 Lens for Nikon DSLR (Black). Electronics. Camera & Photo. Holga.
R: Kastar Battery (2-Pack) for Canon LP-E8 and Canon EOS 550D, EOS 600D, EOS 700D, EOS Rebel T2i, EOS Rebel T3i, EOS Rebel T4i, EOS Rebel...
S: Wasabi Power Battery for Sony NP-FH50 (1300mAh) and Sony Alpha DSLR-A290, DSLR-A330, DSLR-A390, Cyber-shot DSC-HX1, DSC-HX100V, DSC-HX200V, DCR-DVD108, DCR-DVD308, DCR-DVD808, DCR-DVD810, DCR-DVD905, DCR-SR47, HDR-CX100, HDR-TG1,...
T: Jolee's Boutique Themed Ornate Dimensional Stickers, Christmas Gifts. Home & Kitchen. Home Dcor. Wilton.
Answer: M