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: Topeak Sport II Floor Pump. Sports & Outdoors. Outdoor Recreation. Topeak.
2nd: S3 T1000 Watertight Dry Case. Sports & Outdoors. Outdoor Recreation. S3.
3rd: Street Fit 360 Thorn Resist Tube, 26" x 1.95-2.35 32mm Schrader Valve, Sunlite. Mountain Bike, Cruiser, MTB, MTN Bicycles Replacement Tube Puncture Resistent. Sports &...
4th: Kirkland Signature Stretch-Tite Plastic Wrap - 11 7/8 x750 Feet - 2 pk. Sports & Outdoors. Outdoor Recreation. Kirkland Signature.

Options:
A: WishLotus® Wireless Ergonomic Mouse High-end Minicute 2.4G Vertical Mouse 800/1600/2400DPI, Left Handed. Electronics. Computers & Accessories. WishLotus.
B: Sony NWZ-A726 4 GB Walkman Video MP3 Player (Black). Electronics. Portable Audio & Video. Sony.
C: Kitchen Collection Rooster Beige Multi-Color Printed Slip Resistant Rubber Back Latex Contemporary Modern Runner Area Rug (9112) (18" x 30" Mat). Home & Kitchen. Home...
D: ASUS Intel H77 mini ITX Motherboard - P8H77-I. Electronics. Computers & Accessories. Asus.
E: Braudel 2 Point Rifle Slings - Sling with Swivels, Length Adjuster, Gun Shoulder Strap for Hunting Shotgun, Black/Flag Pattern Pattern for Choice. Sports & Outdoors...
F: HP Stream 8 Tablet Case, Black. Electronics. Computers & Accessories. HP.
G: Magnolia Organics Barrier Cloth Mattress Cover - Deep King, Natural. Home & Kitchen. Bedding. Magnolia Organics.
H: Intel NUC Kit NUC6i5SYH- Mini PC. Electronics. Computers & Accessories. Intel.
I: K&F Concept Professional Camera Backpack for DSLR Digital Camera Black Laptop Case. Electronics. Camera & Photo. K&F Concept.
J: Anti-Theft Tablet Security Case Holder - 11 Inch Metal Heavy Duty Vesa Wall Mount Tablet Kiosk w/Lock and Key, Landscape/Portrait Mounting, for iPad 2, 3,...
K: Hallmark Disney Junior Sofia The First Christmas Ornament. Home & Kitchen. Home Dcor. Hallmark.
L: Kitchen Supply 8048 White Porcelain Utensil Holder 6.75 Inch by 5.5 Inch. Home & Kitchen. Home Dcor. Kitchen Supply.
M: Coby DP772 7-Inch Widescreen Digital Photo Frame with MP3 Player. Electronics. Camera & Photo. Coby.
N: LG Electronics 55LH5750 55-Inch 1080p Smart LED TV (2016 Model). Electronics. Television & Video. LG.
O: Table Runner Grega Design Brazilian Lace 19x62 Inches White Color 100 Percent Polyester. Home & Kitchen. Kitchen & Dining. Interlar.
P: Vinovo® 16GB USB 3.0 Flash Memory Drive Carry On Red Leather Keychain USB UF-018. Electronics. Computers & Accessories. VINOVO.
Q: Breville BSG1974XL the Original Sandwich Maker. Home & Kitchen. Kitchen & Dining. Breville.
R: Hampton Forge Silversmiths Clark 4-Piece Spoons, 212Z0047DS. Home & Kitchen. Kitchen & Dining. Hampton Forge Silversmiths.
S: Maker Girl USA DC Case Fan Brushless 40mm x 40mm x 20mm 12V Quiet Output 4020. Electronics. Computers & Accessories. Maker Girl USA.
T: JBL GTX500 750 watt Subwoofer Amplifier. Electronics. Car & Vehicle Electronics. JBL.
Answer: E