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

Input:
1st: Sony MDR-J10 Headphones with Non-Slip Design (Pink) (Discontinued by Manufacturer). Electronics. Headphones. Sony.
2nd: IncipioBud - USB adapter for the 2nd Gen Apple iPod Shuffle 2G. Electronics. Portable Audio & Video. adaptare.
3rd: Kingston 2 GB microSD Flash Memory Card with SD and miniSD Adapters SDC/2GB-2ADP. Electronics. Computers & Accessories. Kingston.
4th: Creative Zen Vision W 30 GB Widescreen Multimedia Player (Black). Electronics. Portable Audio & Video. Creative.
5th: Coby MP-C885 1 GB Flash MP3 Player with FM Tuner and Direct USB Drive (Black) (Discontinued by manufacturer). Electronics. Portable Audio & Video. Coby.
6th: Bose Companion 2 Series II Multimedia Speaker System. Electronics. Computers & Accessories. Bose.
7th: Microsoft Wireless Mobile Mouse 4000 - Ocean Teal Blue. Electronics. Computers & Accessories. Microsoft.
8th: Griffin TuneBuds Mobile for iPhone 3G, 3GS  (Black). Electronics. Headphones. Griffin.
9th: Griffin Technology PowerDuo 2 amp Power Charger for iPad, iPhone and iPod (Black). Electronics. Computers & Accessories. Griffin Technology.
10th: Fintie Folio Case for Kindle Fire HD 7" (2012 Old Model) - Slim Fit Leather Cover with Auto Sleep/Wake Feature (will only fit Amazon Kindle...
11th: BoxWave EverTouch Capacitive Kindle Fire Stylus - Touch Screen Stylus with Ultra Durable FiberMesh Fabric Tip for All Kindle Devices - Kindle Fire HDX, Kindle...
12th: NoiseHush NX80 Earphones Premium Bass Stereo Headphones In-Ear with Tangle Free Cable Inline Microphone Earbuds - Black/Red. Electronics. Headphones. NoiseHush.
13th: Microsoft LifeCam HD-3000. Electronics. Computers & Accessories. Microsoft.
14th: eForCity 538581 HDMI to 5 RCA Cable, 5-Feet. Electronics. Accessories & Supplies. eForCity.
15th: Amazon Kindle 9W PowerFast Adapter for Accelerated Charging. Electronics. Computers & Accessories. Amazon.
16th: Linksys E1200 Wi-Fi Wireless Router with Linksys Connect Including Parental Controls (Certified Refurbished). Electronics. Computers & Accessories. Linksys.
17th: Dell Inspiron i5447-6250sLV 14-Inch Touchscreen Laptop. Electronics. Computers & Accessories. Dell.

Options:
A: TrendyDigital WaterGuard Plus Waterproof Case with Padding for Kindle 3 (Third Generation Kindle, Kindle Wi-Fi, or Kindle 3G + Wi-Fi , 6" Display), and Kindle...
B: Just My Size Women's Plus-Size V-Notch Sweatshirt. Sports & Outdoors. Outdoor Recreation.
C: Cressi Moby 5 Bag W/Wheels. Sports & Outdoors. Outdoor Recreation. Cressi.
D: Essential Lens Kit for CANON Rebel (T5i T4i T3i T3 T2i T1i XT XTi XSi SL1), CANON EOS (1100D 700D 650D 600D 550D 500D 450D...
E: Bear Motion (TM) Genuine Leather Case for iPad2 / iPad 3 / iPad 4 (Black). Electronics. Computers & Accessories. Bear Motion.
F: Kalita # 04021 Stainless Steel Wave 155 Coffee Dripper. Home & Kitchen. Kitchen & Dining. Kalita.
G: Dell USB DVD Drive-DW316. Electronics. Computers & Accessories. Dell.
H: Hongso Magnetic Thermostat Switch for fireplace stove fan/fireplace blower kit. Home & Kitchen. Heating, Cooling & Air Quality. Hongso.
I: JBL Creature III Self-Powered Multimedia Satellite and Subwoofer System. Electronics. Computers & Accessories. JBL.
J: Kitchen Counter top Food Processor Chopper Slicer Ice Chopper, High Power, Stainless Steal,1000 Watt. Home & Kitchen. Kitchen & Dining. NutriChef.
K: Towle Living 5070825 Alpine 42-Piece Stainless Steel Flatware Set, Service for 8. Home & Kitchen. Kitchen & Dining. Towle Living.
L: Damhorst Toys & Puzzles Personalized Wooden Child's Name Puzzle Stool Primary Colors. Home & Kitchen. Furniture. Damhorst Toys & Puzzles.
M: Design Toscano Grand Duchess Collection Romanov Style Enameled Egg: Georgievna. Home & Kitchen. Home Dcor. Design Toscano.
N: TEMPUR-Neck Pillow (High Profile). Home & Kitchen. Bedding. Tempur-Pedic.
O: Urban Indoors 60L Trash & Recycle Can. Home & Kitchen. Storage & Organization.
P: YAHEY® External DVD Drive USB 3.0 DVD CD VCD Drive Slot-in CD-RW DVD-RW CD-ROM DVD-ROM Super Drive Burner Player Writer for Apple Macbook Air Pro...
Q: Belkin RF Modulator. Electronics. Accessories & Supplies. Belkin.
R: Nearly Natural 5254 Bamboo Silk Tree, 75-Inch, Green. Home & Kitchen. Home Dcor. Nearly Natural.
S: Drobo B810n: Network Attached Storage (NAS) 8-Drive Hybrid Storage Array - Gigabit Ethernet x 2 ports (DR-B810N-5A21). Electronics. Computers & Accessories. Drobo.
T: Sony Alpha NEX-3 Interchangeable Lens Digital Camera w/18-55mm Lens (Red)- 14.2 Mpix. Electronics. Camera & Photo. Sony.
Answer: G