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

Input:
1st: LED Headlight and Tail Light. Sports & Outdoors. Outdoor Recreation. BinnBox.
2nd: BV Bicycle Commuter Rear Carrier Rack  For 26" and 28" Bicycles Frames, Carries Up To 55 lbs, Frame Mounted , Fender Board. Sports &...

Options:
A: JBL J88a BLK Premium Over Ear Headphones with JBL Drivers, Rotatable Ear Cups and Microphone, Black. Electronics. Headphones. JBL.
B: Oakley Men's Legacy Polo. Sports & Outdoors. Sports & Fitness. Oakley.
C: SoundBot SB571 Bluetooth Wireless Speaker for 12 hrs Music Streaming & Hands-Free Calling w/ 6W + 6W 40mm Driver Speakerphone, Built-in Mic, 3.5mm Audio Port,...
D: 4GB DDR3 PC310600R-9 1333MHz 240pin ECC Buffered HP 500203-061NOT FOR DESKTOPS. Electronics. Computers & Accessories. HP.
E: NIKE Men's Baselayer Training Shorts. Sports & Outdoors. Sports & Fitness. Nike.
F: ProCase Galaxy Tab 2 7.0 Case Slim Fit Multiple Angles Folio Stand Case Cover for Samsung Galaxy Tab 2 7.0 GT-P3113 Tablet -Yellow. Electronics. Computers...
G: Yamazaki Signature Salt And Pepper Set. Home & Kitchen. Kitchen & Dining. Yamazaki.
H: Extra Long / Tall White Fabric (Polyester / Nylon) Shower Curtain with Metal Grommets (Buckles), and a Weighted Hem to Reduce Billowing. Dimensions = 84...
I: Ventura Flexi Bicycle Mirror . Sports & Outdoors. Outdoor Recreation. Ventura.
J: Dorel Living Metal Headboard, Twin, White. Home & Kitchen. Furniture. Dorel Living.
K: Sony LBT-ZX99i 5-Disc CD Changer Mini Shelf System with Play Exchange (Discontinued by Manufacturer). Electronics. Home Audio. Sony.
L: Neewer 60x60cm / 24"x24" Table Top Photo Photography Light Tent Studio Light Box/Tent. Electronics. Camera & Photo. Neewer.
M: SmoTecQ Hybrid HD 2.0MP 1080P AHD/CVI/TVI/960H 1000Tvl Dome Security Camera Day Night Vision 24 IR-LEDs Waterproof Outdoor/Indoor Wide Angle 3.6mm Lens for CCTV Camera System...
N: Assurant 4-Year Television Protection Plan ($350-$399.99). Electronics. Electronics Warranties. Assurant Solutions.
O: Coby MP550-4G 4GB Micro Clip MP3 Player - Black. Electronics. Portable Audio & Video. Coby.
P: Retro Standing Ashtray - 24" Black. Home & Kitchen. Home Dcor. Trays for Days.
Q: Giottos MH611 Quick Release Plate (Black). Electronics. Camera & Photo. Giotto's.
R: Ikea BAGIS Children's coat-hanger, assorted colors- (24 Pack) by BAGIS. Home & Kitchen. Storage & Organization. BAGIS.
S: Cerwin Vega Speaker Foam Edge Repair Kit, 10", FSK-10AR. Electronics. Accessories & Supplies. Simply Speakers.
T: BingoBuy® Semi-Blue Backlit High Quality Silicone Keyboard Protector Skin Cover for ASUS A53E D550MA F552LDV F751LDV G550JK G53SW G53JW G53SX GL551JM GL551JK GL771JM G73JW G73JH...
Answer: I