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

Input:
1st: TRENDnet 8-Port Unmanaged Gigabit GREENnet Desktop Metal Housing Switch, 16Gbps Switching Capacity, Plug & Play, Lifetime Protection, TEG-S80G. Electronics. Computers & Accessories. TRENDnet.
2nd: Audio-Technica ATH-M50 Professional Studio Monitor Headphones (OLD MODEL). Electronics. Headphones. Audio-Technica.
3rd: Rii I8 Mini 2.4Ghz Wireless Touchpad Keyboard With Mouse For Pc, Pad, Xbox 360, Ps3, Google Android Tv Box, Htpc, Iptv (Black). Electronics. Computers &...
4th: HP Z600 Workstation PC Dual Six-Core Intel Xeon X5650 2.6GHz 12GB 500GB HDD Windows 7 Pro. Electronics. Computers & Accessories. HP.
5th: SanDisk Ultra 64GB UHS-I/Class 10 Micro SDXC Memory Card With Adapter- SDSDQUAN-064G-G4A [Old Version]. Electronics. Computers & Accessories. SanDisk.
6th: SanDisk Extreme 32GB UHS-I/U3 Micro SDHC Memory Card Up To 60MB/s Read With Adapte-SDSDQXN-032G-G46A [Older Version]. Electronics. Computers & Accessories. SanDisk.
7th: WD Blue 1TB  Mobile Hard Disk Drive - 5400 RPM SATA 6 Gb/s  9.5 MM 2.5 Inch  - WD10JPVX. Electronics. Computers &...
8th: Ecolink Intelligent Technology PIRZWAVE2-ECO-2 Z-Wave Easy Install with Pet Immunity Motion Detector, White. Electronics. Security & Surveillance. Ecolink Intelligent Technology.
9th: AmazonBasics Carrying Case for GoPro - Small. Electronics. Camera & Photo. AmazonBasics.
10th: BATTOP Bluetooth CSR 4.0 Dongle (CSR 8510 Chipset)- Bluetooth Adapter For Window 98 / XP / Vista / Win 7. Electronics. Computers & Accessories. DKING...

Options:
A: Lowepro Classified 160 AW Shoulder Bag for DSLR and 1-2 Lenses (Black). Electronics. Camera & Photo. Lowepro.
B: Pillow Perfect Lodge Throw Pillow, 18-Inch, Redstone. Home & Kitchen. Bedding. Pillow Perfect.
C: Kanex Apple Certified Lightning to USB Portable 6" Cable Compatible with Apple Devices-White. Electronics. Computers & Accessories. Kanex.
D: Olympus C-3040 3MP Digital Camera w/ 3x Optical Zoom. Electronics. Camera & Photo. Olympus.
E: Ritz Royale Collection Solid Kitchen Dish Towel Set, Carrot, 2-Piece. Home & Kitchen. Kitchen & Dining. Ritz.
F: Ulster Weavers 29.1" x 18.9" Woodland Hare Cotton Tea Towel. Home & Kitchen. Kitchen & Dining. Ulster Weavers.
G: Eathtek New CPU Cooling Fan For HP Pavilion dv7-6b01xx dv7-6b32us dv7-6b55dx dv7-6b56nr dv7-6b57nr dv7-6b63us dv7-6b71nr dv7-6b73nr dv7-6b75nr dv7-6b77dx dv7-6b78us dv7-6b86us dv7-6b91nr dv7-6c20us dv7-6c21nr dv7-6c22nr dv7-6c23cl...
H: JOBY GPod Mini Magnetic - Compact Tripod With Magnetic Feet For Point & Shoot and 360 Cameras. Electronics. Camera & Photo. Joby.
I: Your Cable Store 500 Pack White RG6 / 8mm Nail Cable Clips. Electronics. Accessories & Supplies. Your Cable Store.
J: Shure EAORF2-10M Medium Foam Sleeves (10 Included/5 Pair) for E2c, SE102MPA, i2c & QuietSpot Earphones (Orange). Electronics. Accessories & Supplies. Shure.
K: LINKWELL 20" x 12" Retro Bicycle Burlap Pillow Cases for Home Decoration. Home & Kitchen. Bedding. LINKWELL.
L: Bubble Waffle Maker- Electric Non stick Hong Kong Egg Waffler Iron Griddle (White)- Ready in under 5 Minutes. Home & Kitchen. Kitchen & Dining. CucinaPro.
M: AT&T-Lucent 2422 Cordless Phone Battery Replacement For 3-1/2AA w/JST Battery - 3.6V 400mAh. Electronics. Accessories & Supplies. ULTRALAST.
N: Mountain Scent-sations 3pk Melty Cube Scented Wax Melts: Fresh Balsam (#1 Seller for 13 years-evergreen), Ski Lodge (pine needles,aromatic woods,patchouli,musk), and Avalanche (peppermint,eucalyptus) 3.2 oz...
O: Intel Compute Stick CS125 Computer Atom x5 Processor and Windows 10 (BOXSTK1AW32SCR). Electronics. Computers & Accessories. Intel.
P: Hoppe's BoreSnake Viper Pistol and Revolver Bore Cleaner (Choose Your Caliber). Sports & Outdoors. Sports & Fitness. Hoppe's.
Q: Aleratec TunePhonik iBTx 3.0 Stereo Bluetooth Headphones Wireless Headset. Electronics. Headphones. Aleratec.
R: Blade - Tech Revolution Quad Mag Pouch (Black) (Glock 9/40, Right).
S: Grill Champ - Instant Read Thermometer - Best Digital Barbecue Electronic Internal Meat Thermometer – The Only Food Thermometer You Need. Lifetime Guarantee. Home &...
T: STX Bounce Back. Sports & Outdoors. Sports & Fitness. STX.
Answer: I