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

Input:
1st: EZ DRINKER Shot Spinning Roulette Game Set (16-Piece). Sports & Outdoors. Sports & Fitness. EZ DRINKER.
2nd: Smittybilt 791006 Clinometer with Compass. Sports & Outdoors. Sports & Fitness. Smittybilt.
3rd: MTM Primer Flipper (Clear Smoke). Sports & Outdoors. Sports & Fitness. MTM.
4th: 60beat Heart Rate Monitor for iPhone, Android & ANT Plus Devices, Black. Sports & Outdoors. Sports & Fitness. 60beat.
5th: SealBuddy Maui Mask Snorkel Mesh Gear Bag Combo. Sports & Outdoors. Outdoor Recreation. SealBuddy.

Options:
A: Apple iPod shuffle 2 GB Purple (2nd Generation)  (Discontinued by Manufacturer). Electronics. Portable Audio & Video. Apple.
B: LNKOO Bluetooth Wireless Stereo In Ear Headset Earbuds With Mic - Hands-Free, Touch Sensitive Controls Headphones- Noise Isolation Technology - Rose. Electronics. Headphones. LNKOO.
C: Starbucks Double Wall Faceted Mug, 10 Fl Oz. Home & Kitchen. Kitchen & Dining. Starbucks.
D: Aketek Practice Golf Balls, Foam, 12 Count, Yellow. Sports & Outdoors. Sports & Fitness. Aketek.
E: GXG Paintball Flexible Battle Swab - 3 Pack. Sports & Outdoors. Sports & Fitness. GxG.
F: Micnova KK-C68 Pro Auto Focus Macro Extension Tube Set for Canon EOS EF & EF-S Mount 5D2 5D3 6D 650D 750D Film Cameras (12mm 20mm...
G: TRUGLO TUFF-LOC Lightweight Compact Composite Quiver. Sports & Outdoors. Sports & Fitness. TRUGLO.
H: TomTom Multi-Sport GPS Watch (Grey). Electronics. Wearable Technology. TomTom.
I: adidas Club Shin Guard. Sports & Outdoors. Sports & Fitness. adidas.
J: Emeril 17 Piece Knife Block Set. Home & Kitchen. Kitchen & Dining. Emeril Lagasse.
K: Belkin F1DG102P Flip 2-Port KVM Switch with Audio Support (PS/2 Connection). Electronics. Computers & Accessories. Belkin.
L: Checkerboard Lime Green Boston Terrier Can or Bottle Hugger BB1265CC. Home & Kitchen. Kitchen & Dining. Caroline's Treasures.
M: G-Technology G-RAID 6 TB Dual External Hard Drive. Electronics. Computers & Accessories. G-Technology.
N: 1 X India Temple Incense - Song of India - 50 Stick Medium Box. Home & Kitchen. Home Dcor. Song of India.
O: LumoPro LP180 Official Strobist Flash. Electronics. Camera & Photo. Lumopro.
P: Razor E325 Electric Scooter. Sports & Outdoors. Outdoor Recreation. Razor.
Q: Carnation Home Fashions Lauren Dobby Fabric Sink Skirt, 56-Inch by 32-Inch, Brown. Home & Kitchen. Bath. Carnation Home Fashions.
R: Microsoft Xbox 360 Black HDMI Cable (Retail Packaging). Electronics. Accessories & Supplies. Microsoft.
S: American Weigh Scales ONYX-5K-BK Slim Design Kitchen Scale, 11-Pound by 0.1-Ounce, Black. Home & Kitchen. Kitchen & Dining. American Weigh.
T: Canon Video Light for Advanced Accessory Shoe. Electronics. Camera & Photo. Canon.
Answer: E