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

Input:
1st: Kensington Orbit Trackball Mouse (K64327F). Electronics. Computers & Accessories. Kensington.
2nd: StarTech.com Computer Power supply ( internal ) - ATX - AC 115/230 V - 300 Watt - 9 output connector(s). Electronics. Computers & Accessories. StarTech.
3rd: StarTech.com 230 Watt PS2 Replacement Computer PC Power Supply - PS2POWER230. Electronics. Computers & Accessories. StarTech.
4th: Cooler Master eXtreme Power Series 460W ATX Form Factor 12V V2.01 Power Supply - (RS460-PMSRA3-US). Electronics. Computers & Accessories. Cooler Master.
5th: ASUS DRW-22B3S Power Saving X Multi DVD±R/RW Drive (DRW-22B3S/BLK/G/AS). Electronics. Computers & Accessories. Asus.
6th: StarTech.com 5 Port PCI High Speed USB 2.0 Adapter Card. Electronics. Computers & Accessories. StarTech.
7th: Belkin USB 2.0 Hi-Speed 3-Port (2 external & 1 internal ports) PCI Card. Electronics. Computers & Accessories. Belkin.
8th: ZONET Networking 4+1PORT USB 2.0 Pci Desktop Card -via Chip Set. Electronics. Computers & Accessories. ZONET Networking.
9th: Syba PCI -Expres USB 2.0 5-port Host Controller Card. Electronics. Computers & Accessories. Syba.
10th: Samsung  24x SATA DVD¡ARW Internal Drive without Software, Black SH-224BB/BEBE. Electronics. Computers & Accessories. Samsung.
11th: Case Logic TBC-302BLACK Black Ultra-Compact Camera Case With Storage. Electronics. Camera & Photo. Case Logic.
12th: Molex 4 Pin to 2 x 15 Pin SATA Power Cable for IDE to Serial ATA SATA Hard Drive Power Cable Adapter. Electronics. Computers &...
13th: Syba 2-Port SATA I PCI Raid Controller Card Silicon Image Chipset SD-SATA150R. Electronics. Computers & Accessories. Creative.
14th: Kingston ValueRAM 2GB 800MHz DDR2 Non-ECC CL6 DIMM (Kit of 2) Desktop Memory. Electronics. Computers & Accessories. Kingston.
15th: SPARKLE SF8855DT GeForce FX 5500 256MB AGP 8x/4x TV-Out S-Video DVI Graphics Card. Electronics. Computers & Accessories. Sparkle Computer Corp.
16th: USRobotics 56K Pci Express Faxmodem. Electronics. Computers & Accessories. USRobotics.
17th: Samsung SH-S222L/BEBS Internal Half Height Supermulti PATA 22X Lightscribe DVD-Writable Burner Drive - No Software. Electronics. Computers & Accessories. Samsung.
18th: C&E 2 Pack 18inch SATA 6Gbps Cable w/Locking Latch - Red, CNE11445. Electronics. Computers & Accessories. CE.
19th: Molex 4 Pin Power to 15 pin SATA Female Adapter Cable - 6". Electronics. Computers & Accessories. Micro SATA Cables.
20th: Antec EarthWatts EA-380D Green Power Supply 380 Watt 80 PLUS BRONZE PSU with 80mm Silent Cooling Fan, ATX12V V2.3, PFC, EPS12V. Electronics. Computers & Accessories...
21st: Computer Molex 4 Pin Power Supply Y Splitter Cable. Electronics. Computers & Accessories. Generic.
22nd: Syba CL-CAB65012 Connectland Split Y-Cable. Electronics. Computers & Accessories. Syba.
23rd: Hitachi 0A36073 Ultrastar 1TB 32MB Cache 7200RPM SATA II 3.5" HDD Hard Drive. Electronics. Computers & Accessories. Hitachi.
24th: Canon PowerShot A1300 16.0 MP Digital Camera with 5x Digital Image Stabilized Zoom 28mm Wide-Angle Lens and 720p HD Video Recording (Silver) (OLD MODEL). Electronics...
25th: Evercool 70 x 70 x 15mm Ball Bearing Fan (3 Wires, 3-Pin Connector). Electronics. Computers & Accessories. Evercool.
26th: Liteon iHAS324 24X DVD-RW SATA Optical Disk Drive. Electronics. Computers & Accessories. Lite-On.
27th: IOGEAR 4-Port MiniView Micro PS/2 Audio KVM Switch with 4 Cables GCS614A. Electronics. Computers & Accessories. IOGEAR.
28th: Seagate Barracuda ST3160815AS 160GB 7200 RPM 8MB Cache SATA 3.0Gb/s Hard Drive. Electronics. Computers & Accessories. Seagate.
29th: (Old Model) Seagate 500GB Desktop HDD SATA 6Gb/s 16MB Cache 3.5-Inch Internal Bare Drive (ST500DM002). Electronics. Computers & Accessories. Seagate.
30th: Logitech Trackman Marble Trackball Mouse – Wired USB Ergonomic Mouse for Computers, with 4 Programmable Buttons, Dark Gray. Electronics. Computers & Accessories. Logitech.
31st: MASSCOOL 90mm Long Life Bearing CPU Cooler 8WT15-38. Electronics. Computers & Accessories. MassCool.
32nd: Samsung SH-224DB/RSBS 24X SATA DVD±RW Internal Drive. Electronics. Computers & Accessories. Samsung.
33rd: Kingston ValueRAM 512MB 400MHz PC3200 DDR Desktop Memory (KVR400/512R). Electronics. Computers & Accessories. Kingston.
34th: Gigabyte Intel H81 USB3.0 SATA 6Gbps D-Sub ATX Motherboard GA-H81-D3. Electronics. Computers & Accessories. Gigabyte.
35th: Intel Pentium G3450 Processor - BX80646G3450. Electronics. Computers & Accessories. Intel.

Options:
A: Goliton? HDD Cover for Dell Latitude E6420 E6520. Electronics. Computers & Accessories. Goliton.
B: Watermelon Knife Slicer Corer Server Tongs and Melon Baller by ZATIANI #1 High Quality 304 Stainless Steel , SMOOTH SILICONE HANDLE Dishwasher Safe and KID-FRIENDLY...
C: Kinyo Compact Laptop Cooling Pad - USB Dual Fan (72-CF130). Electronics. Computers & Accessories. Kinyo.
D: 3.3 Cloud9 Twin 3 Inch 100% Visco Elastic Memory Foam Mattress Topper. Home & Kitchen. Bedding. Cloud9 Bedding Memory Foam.
E: Speedo Men's Endurance Lite Color Block Brief Swimsuit. Sports & Outdoors. Outdoor Recreation. Speedo.
F: StarTech 6in 4 Pin to 8 Pin EPS Power Adapter with LP4 - F/M (EPS48ADAP). Electronics. Computers & Accessories. StarTech.
G: Mybecca Kids Rug City Map Fun Play Rug 5' X 7' Children Area Rug - Non Skid Gel Backing (59" x 82"). Home & Kitchen...
H: SafeRest Premium Hypoallergenic Bed Bug Proof Zippered Waterproof Pillow Protector (1) King Size. Home & Kitchen. Bedding. SafeRest.
I: Numrich Gun Parts Savage/Stevens .22 Rifles Trigger Guard.  Numrich Gun Parts.
J: George Foreman GGR200RDDS Round Indoor/Outdoor Electric Grill. Home & Kitchen. Kitchen & Dining. George Foreman.
K: Northpoint 190504 AM/FM Radio with Auxiliary Jack. Electronics. Portable Audio & Video. Northpoint.
L: Tomorrow's Kitchen Small Vacuum Storage Container. Home & Kitchen. Kitchen & Dining. Tomorrow's Kitchen.
M: Belkin Modular Patch Cord; RJ11 Cross; 8 inch (Silver). Electronics. Computers & Accessories. Belkin.
N: Corrado Bud Vase. Home & Kitchen. Home Dcor. Badash.
O: Kingston Technology 4GB 1600MHz PC3-12800 1.35V SODIMM Memory for Select HP/Compaq Notebooks KTH-X3CL/4G. Electronics. Computers & Accessories. Kingston Technology.
P: 8" Bass Striper Fishing Bait Swimbait Lure Life-like Eel Loach Multi-jointed NEW. Sports & Outdoors. Sports & Fitness. BlitzBite.
Q: MIU France Collapsible Silicone Colander with Stainless Steel Rim, Orange. Home & Kitchen. Kitchen & Dining. MIU France.
R: Eathtek Replacement CPU Cooling Cooler Fan for HP ProBook 4535S 4530S 4730S 6460B 8460P 8470P 8450P series, Compatible with part numbers 641839-001 646285-001 6033B0024002 KSB0505HB...
S: Dyson DC40 Multi Floor Upright Vacuum Cleaner- Factory Reconditioned. Home & Kitchen. Vacuums & Floor Care. Dyson.
T: Otis Technologies FG-211 Cleaning System, Deluxe Rifle/Pistol, Clam Package. Sports & Outdoors. Sports & Fitness. Otis Technologies.
Answer: F