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: Lube-N-Walk Deluxe Treadmill Maintenance Kit. Sports & Outdoors. Sports & Fitness. Lube-N-Walk.
2nd: Danskin Medicine Ball for Women, Exercise Weight Ball, Weighted Toning Ball, Strength Training, Cardio, Soft Surface, 6lb, 8lb or 10lb. Sports & Outdoors. Sports &...

Options:
A: Think Crucial Replacement for Dirt Devil F1 Filter & Style 4 & 5 Belts, Compatible With Part # 3JC0280000, 1540310001 & 3720310001. Home & Kitchen...
B: Doctor Who Travel Coffee Mug - Dr Who TARDIS Insulated Tumbler Cup - 12 oz. Home & Kitchen. Kitchen & Dining. BBC.
C: Better Living Products 74133 Wave Soap and Shower Dispenser, Satin Nickel. Home & Kitchen. Bath. Better Living.
D: 7ft Red Honeycomb Ball Garland. Home & Kitchen. Event & Party Supplies. Unique.
E: Schwinn 230 Recumbent Bike. Sports & Outdoors. Sports & Fitness. Schwinn.
F: Cdyle Double Jack Adapter.Dual Earphone Audio Adaptor and Converter for Phone 7/7 Plus Phone 8/8 Plus Phone X/10White. Electronics. Accessories & Supplies. Cdyle.
G: Franklin Sports Hockey Goal - NHL - Steel - 72 x 48 Inch - The Cage. Sports & Outdoors. Sports & Fitness. Franklin Sports.
H: Chicology Continuous Loop Beaded Chain Roller Shades / Window Blind Curtain Drape, Natural Woven, Privacy - Candyfloss Vanilla, 27"W X 64"H. Home & Kitchen. Home...
I: Chef'n FreshForce Silicone Avocado Scoop/Masher (Arugula and Meringue). Home & Kitchen. Kitchen & Dining. Chef'n.
J: Disney Showcase Couture de Force Snow White Evil Queen Masquerade Figurine New. Home & Kitchen. Home Dcor. Enesco.
K: SLPR Country Lane Cotton Real Patchwork Quilted Throw (50" x 60") | Home Chic Multicolor Decorative Lap Throw Quilt for Bed Couch Sofa. Home &...
L: Andreu 304 Stainless Steel Hair Dryer Holder Hair Dryer Rack Hairdryer For Make Up Bedroom,Bathroom,Washroom,Barbershop & Free Plug Hook. Home & Kitchen. Bath. Andreu.
M: Black & Decker BL2500S 12-Speed Blender, Silver. Home & Kitchen. Kitchen & Dining. Black & Decker.
N: 2016 Dell Inspiron 15.6-inch Premium Touchscreen Laptop PC, AMD Quad-Core A8-7410 Processor, 6GB RAM, 1TB HDD, DVD +/- RW, Radeon R5 Graphics, MaxxAudio, HDMI, Bluetooth,...
O: Candle Warmers Illumination Fragrance Warmer, Fleur De Lis. Home & Kitchen. Home Dcor. CANDLE WARMERS ETC.
P: J Miles UH-CB149 100 OZ 3 Liters Collapsible Beverage Dispenser. Home & Kitchen. Kitchen & Dining. J Miles Co.
Q: TETON Sports Camp Pillow Perfect for Anytime You Travel; Camping, Backpacking, Airplanes, and Road Trips; Comfortable Pillow for Neck and Lumbar Support; You Can Take...
R: Manfrotto MH293D3-Q2 290 Series 3-Way Photo Head with Compact Foldable Handles (Black). Electronics. Camera & Photo. Manfrotto.
S: Medline Herringbone Cotton Dish Towels, 1 Dozen. Home & Kitchen. Kitchen & Dining. Medline.
T: SAS Explorer Metal Riser Takedown Recurve Bow. Sports & Outdoors. Sports & Fitness. Southland Archery Supply.
Answer: E