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

Input:
1st: BV Bicycle Light Set Super Bright 5 LED Headlight, 3 LED Taillight, Quick-Release. Sports & Outdoors. Outdoor Recreation. BV.
2nd: Led Flash Tyre Wheel Valve Cap Light For Car Bike Bicycle Motorbicycle Wheel Light Tire Light. Sports & Outdoors. Outdoor Recreation. Abco Tech.
3rd: Allen Sports Deluxe 2-Bike Trunk Mount Rack. Sports & Outdoors. Outdoor Recreation. Allen Sports.
4th: Misfit Wearables Flash - Fitness and Sleep Monitor (Red). Sports & Outdoors. Sports & Fitness. Misfit Wearables.
5th: NIKE Sport Water Bottle with Hang Tag. Sports & Outdoors. Sports & Fitness. Nike.

Options:
A: Lenovo ideacentre AIO 300 -  21.5" FHD All-in-one (AMD A6, 8 GB RAM, 1TB HDD, AMD Radeon R4, Windows 10) F0BW000MUS. Electronics. Computers &...
B: Emile Henry Made In France Ruffled Loaf Pan, 9" by 5" by 3", Blue Flame. Home & Kitchen. Kitchen & Dining. Emile Henry.
C: BUFFALO TECHNOLOGY HD-H120LAN LinkStation Network Storage Center. Electronics. Computers & Accessories. BUFFALO.
D: Super-Thick Flocking Fabric Inflatable Pillow Portable Travel Pillow (Dark Blue). Home & Kitchen. Bedding. PIXNOR.
E: Swim Goggles + Reversible Swimming Cap + Protective Case • Exclusive Set. Sports & Outdoors. Sports & Fitness. SWIM ELITE.
F: Abu Garcia Revo Toro Beast Low-Profile Baitcast Fishing Reel. Sports & Outdoors. Sports & Fitness. Abu Garcia.
G: Beats Tour2 Wired In-Ear Headphone - White. Electronics. Headphones. Beats.
H: Samsung UN39EH5003 39-Inch 1080p 60Hz LED HDTV (Black) (2012 Model). Electronics. Television & Video. Samsung.
I: Knox Tabletop Hot/Cold Water Cooler and Instant Ice Maker. Home & Kitchen. Kitchen & Dining. Knox.
J: Beistle 54425 Lady Bug Clings, 12 by 17-Inch. Home & Kitchen. Kitchen & Dining. Beistle.
K: RCA RCR412SIR 4-Device Backlit Universal Remote. Electronics. Accessories & Supplies. RCA.
L: Insulated Bento-ware Lunch Box Sleeve - Fuchsia. Home & Kitchen. Kitchen & Dining. Bentology.
M: Rage CrossbowX 100 Grain Replacement Pack (3 Set), Small. Sports & Outdoors. Sports & Fitness. Rage.
N: Clicgear Push Cart Mitts - Waterproof, Windproof Golf Mittens. Sports & Outdoors. Sports & Fitness. Clicgear.
O: Adorama 77mm Wide Angle Digital Lens Hood - Petal Shaped. Electronics. Camera & Photo. Adorama.
P: EasyAcc Mini Bluetooth Speaker Wireless Bluetooth Portable Rechargeable Microphone Support Micro SD Card Playing & FM Function - Black. Electronics. Accessories & Supplies. EasyAcc.
Q: Bell Sports 7016038 Navigator Bicycle Compass. Sports & Outdoors. Outdoor Recreation. Bell.
R: Xigmatek Low Profile CPU Color Cooling Janus LD1266. Electronics. Computers & Accessories. Xigmatek.
S: PWOW K53 In-Ear Earbuds Earphone with Microphone Stereo Earphones Universal 3.5mm Metal Headphones for iPhone/ Samsung/ Computer – Silver Grey. Electronics. Headphones. PWOW.
T: Bandana Headband (2 pieces) Multifunctional 12 in1, Headwear, Tube Scarf, Helmet Liner, Motorcycle Face Mask, Balaclava, Polyester Microfiber 4 color available JUCHUUU. Sports & Outdoors...
Answer: E