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

Input:
1st: Louis Garneau - HG Astral Cycling Helmet. Sports & Outdoors. Outdoor Recreation. Louis Garneau.
2nd: Giro Bravo Gloves. Sports & Outdoors. Outdoor Recreation. Giro.
3rd: BV Bicycle Light Set Super Bright 5 LED Headlight, 3 LED Taillight, Quick-Release. Sports & Outdoors. Outdoor Recreation. BV.
4th: Schwinn Loop Adult Folding Bicycle, 20-Inch Wheels, 7-Speed. Sports & Outdoors. Outdoor Recreation. Schwinn.
5th: Osprey Daylite Backpack, Tundra Green, O/S . Sports & Outdoors. Outdoor Recreation. Osprey.
6th: Xtreme Bright Illumilock Blade Bike U-Lock (Inside 16cm x 7cm) Bicycle Headlight & Tail light Combination All-in-One. Sports & Outdoors. Outdoor Recreation. Xtreme Bright.

Options:
A: Stealth Club Covers 14090 Putter Blade Boot'E Golf Club Head Cover, USA Red/Navy. Sports & Outdoors. Sports & Fitness. STEALTH Club Covers.
B: Artisan Double Wall, Stainless Steel Beverage Chiller Ice Tub, 17-Quart Capacity. Home & Kitchen. Kitchen & Dining. Artisan.
C: Rubbermaid Refill, Reuse 14-ounce Mini Chug Bottle, 4 Pack (2-Pink, 2-Orange). Sports & Outdoors. Sports & Fitness. Rubbermaid.
D: Dyson Cinetic Big Ball Animal Allergy Upright Vacuum Cleaner, Nickel. Home & Kitchen. Vacuums & Floor Care. Dyson.
E: Pwr+ Short 1 Ft Power Extension Cord Extender - 10 Pack UL Listed 18AWG NEMA 5-15P to 5-15R Power Cable LED LCD Plasma TV Monitor...
F: Xtreme Bright Illumilock Cable Bike Lock - Ultimate Protection Combination Cable Lock with LED Light - Pick & Drill Resistant Security. Sports & Outdoors. Outdoor...
G: 25'' Hanging Decorative Plat With Plates - Butterflies. Home & Kitchen. Home Dcor. SmileMore.
H: New Style Hunter Douglas Silhouette Shade Brackets 1 Pair. Home & Kitchen. Home Dcor. H.D.
I: Sauder 401410 Orchard Hills Dresser, L: 50.87" x W: 16.81" x H: 30.08", Carolina Oak finish. Home & Kitchen. Furniture. Sauder.
J: Sony DSCP51 Cyber-shot 2MP Digital Camera w/ 2x Optical Zoom. Electronics. Camera & Photo. Sony.
K: Coaster 200512 Isabella Traditional 3 Drawer Nightstand In Oak Finish. Home & Kitchen. Furniture. Coaster Home Furnishings.
L: 2WIRE DSL FILTER 4 TELEPHONE ,FAX & ANALOG MODEMS. Electronics. Accessories & Supplies. 2Wire.
M: KMC Z610HX DropBuster BMX Bicycle Chain (1-Speed, 1/2 x 3/32-Inch, 112L, Silver). Sports & Outdoors. Outdoor Recreation. KMC.
N: G.SKILL RipjawsX Series 16GB (2 x 8GB) 240-Pin DDR3 SDRAM DDR3 1866 (PC3 14900) Desktop Memory Model F3-14900CL10D-16GBXL. Electronics. Computers & Accessories. G.Skill.
O: Luxury 3pc Duvet Cover and Pillow Sham Set, Many Size & Colors, Full/Queen,White. Home & Kitchen. Bedding. HC COLLECTION.
P: Beautiful 3" Metal PEACE SIGN Christmas Tree ORNAMENT/HOLIDAY Decor/PEACE SYMBOL w/hanger. Home & Kitchen. Home Dcor. Fun Express.
Q: Lemeng 1FT Flat Slim High Speed HDMI Extension Cable A Male to A Male Cord. Electronics. Accessories & Supplies. CERRXIAN.
R: Bedsure Duvet Cover Set with Zipper Closure-Burgundy Diamond Pattern, Full/Queen (86"x96")-3 Piece (1 Duvet Cover + 2 Pillow Shams)-110 GSM Ultra Soft Hypoallergenic Microfiber. Home...
S: Kurt Adler Irish Nutcracker with Flag and Pot of Gold, 15-Inch. Home & Kitchen. Seasonal Dcor. Kurt Adler.
T: STVMotorsports Laser Green Momentary Rocker Switch WINCH IN/OUT 20A 12V (ON)-OFF-(ON) LED Lighted for Car Truck Boat ATV UTV. Sports & Outdoors. Sports & Fitness...
Answer: F