Task: Sequential_Recommendation
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: Fellowes Quiet Air Purifier with True HEPA Filter (AP-230PH). Home & Kitchen. Heating, Cooling & Air Quality. Fellowes.
2nd: Fellowes CF-300 Carbon Filter for the Fellowes AP-300PH Air Purifier (9372101). Home & Kitchen. Heating, Cooling & Air Quality. Fellowes.

Options:
A: Kitchenworthy Complete Kitchen Prep Center. Home & Kitchen. Kitchen & Dining. KitchenWorthy.
B: Top Motor DF127015BU 70mm x 15mm 4 pin PWM CPU fan. Electronics. Computers & Accessories. Top Motor (Dynatron).
C: Ethernet Cable Clips Jadaol 200 Pieces for Cat7 Cables (White-7mm). Electronics. Computers & Accessories. Jadaol.
D: Cork Pops Sealife Cocktail Forks, Set of 6. Home & Kitchen. Kitchen & Dining. Cork Pops.
E: GAP BODY by Gap for WOMEN: MOONWALK BODY MIST 8.4 OZ. Electronics. Portable Audio & Video. GAP.
F: GOGO Pillow - 3-in-1 Travel Pillow, Neck Pillow, Tablet Holder - Pink Leopard (00179). Home & Kitchen. Bedding. GOGO.
G: Hand-Carved Taper Candles (Green and White). Home & Kitchen. Home Dcor. Zee Candles.
H: IceToolz 4 x Combo Wrench (10mm, 2 x 15mm & 14mm). Sports & Outdoors. Outdoor Recreation. IceToolz.
I: Paula Deen Signature Porcelain Nonstick 1-Quart Jumbo Butter Warmer Saucepan with Spouts, Blueberry Speckle. Home & Kitchen. Home Dcor. Paula Deen.
J: Good Cook Classic Stainless Steel Peeler. Home & Kitchen. Kitchen & Dining. Good Cook.
K: Beam Central Vacuum Q 100 Power Nozzle Elbow Assembly # 155259. Home & Kitchen. Vacuums & Floor Care. Beam.
L: Hunter 34357 3.5 Gallon CareFree Plus Humidifier with PermaWick Filter. Home & Kitchen. Heating, Cooling & Air Quality. Hunter Fan Company.
M: Cambridge Audio - Azur 551P - MM Phono Preamplifier - Black. Electronics. Home Audio. Cambridge Audio.
N: SoundBot SB270 HD Stereo Bluetooth 3.0 Wireless Hands-free with Touch Control. Electronics. Computers & Accessories. Soundbot.
O: Alchemy Gothic - Freya Saga Tankard - English Pewter Beer Stein - AAT7. Home & Kitchen. Kitchen & Dining. Alchemy Gothic.
P: DKNY Twine Graphite Grey Fabric Shower Curtain. Home & Kitchen. Bath. DKNY.
Q: Sabrent Mini Suction Cup for Standard Tripod Mount (GoPro Mount Adapter Included) (GP-SCM7). Electronics. Camera & Photo. Sabrent.
R: Better Homes and Gardens Chocolate Peppermint Truffle Wax Cubes. Home & Kitchen. Home Dcor. Better Homes and Garden.
S: Pioneer AVIC-U280 Add-On Navigation System. Electronics. Car & Vehicle Electronics. Pioneer.
T: AGPTEK 12 PCS Decorative Rolling Shower Curtain - Rhinestone. Home & Kitchen. Bath. AGPTEK.
Answer: F