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

Input:
1st: Belkin F1U200V 4-Port USB Switch. Electronics. Computers & Accessories. Belkin.
2nd: Mount-It! MI-705 Height-Adjustable Computer Monitor Desk Mount Stand for One LCD Flat Screen Monitor. Electronics. Accessories & Supplies. Mount-It!.
3rd: Tripp Lite DVI Dual Link Extension Cable, Digital TMDS Monitor Cable (DVI-D M/F) 6-ft.(P562-006). Electronics. Accessories & Supplies. Tripp Lite.
4th: Kensington Disk Drive Cleaning Kit 3.5in (Discontinued by Manufacturer). Electronics. Accessories & Supplies. Kensington.
5th: Kensington Expert Trackball Mouse (K64325). Electronics. Computers & Accessories. Kensington.
6th: StarTech.com 6 ft Straight Through Serial Cable - DB9 F/F. Electronics. Computers & Accessories. StarTech.
7th: WINEGARD SW-0010 Tripod Mount for Antenna. Electronics. Accessories & Supplies. Winegard.
8th: Apricorn DriveWire USB 2.0 to IDE/PATA/SATA Universal Hard Drive Adapter ADW-USB-KIT (Red). Electronics. Computers & Accessories. Lambow.
9th: TP-LINK TL-R860 Advanced 8-Port Cable/DSL Router, 1 WAN Port, 8 LAN Ports. Electronics. Computers & Accessories. TP-LINK.
10th: Grundig Mini GM400 Super Compact AM/FM Shortwave Radio with Digital Display - Black (NGM400B). Electronics. Portable Audio & Video. Eton.
11th: Lilliput 7-inch USB LCD Video Monitor UM70 (UM-70) (Non-Touchscreen). Electronics. Computers & Accessories. Lilliput.
12th: Monoprice 6-Feet USB 2.0 A Male to A Female Extension 28/24AWG Cable (Gold Plated) (105433). Electronics. Computers & Accessories. Monoprice.
13th: Apricorn SATA Wire Notebook Hard Drive Upgrade Kit with USB 2.0 Connection ASW-USB-25 (White). Electronics. Computers & Accessories. Apricorn.
14th: Cable Matters DisplayPort to VGA Adapter (DP to VGA Adapter). Electronics. Computers & Accessories. Cable Matters.
15th: Linksys Etherfast Cable/DSL Router with 4PT 10/100 Btx (Factory Refurbished). Electronics. Computers & Accessories. Linksys.

Options:
A: Cool-See New Black Keyboard For Dell Inspiron 1400 1410 1420 1425 1500 1520 1521 1525 1526 1530 1540 1545 XPS M1330 M1530 P/N: SK-D9301 0P446J...
B: Safavieh Florenteen Collection FLR128-3412 Traditional Rust and Ivory Area Rug (8' x 10'). Home & Kitchen. Home Dcor. Safavieh.
C: Dayton Audio SA100 100W Subwoofer Plate Amplifier. Electronics. Accessories & Supplies. Dayton Audio.
D: USB 2.0 Extension Cable Type A Male to Type A Female 6 ft, Black. Electronics. Computers & Accessories. Generic.
E: KAYSCASE Slim Hard Shell Smart Cover Compatible Back Cover Case for Apple iPad Mini/iPad Mini 2 (Clear). Electronics. Computers & Accessories. KaysCase.
F: 1-Pack Ethernet Keystone, GearIT Cat6 RJ45 Punch-Down Keystone Jack Connector, White. Electronics. Computers & Accessories. GearIT.
G: Malden International Designs Portrait Gallery Matted Picture Frame, 2 Option, 2-5x7, Black. Home & Kitchen. Home Dcor. Malden International Designs.
H: Cuisinart CHM-3FR 3-Speed Electronic Hand Mixer, White (Certified Refurbished). Home & Kitchen. Kitchen & Dining. Cuisinart.
I: LG OEM Original Part: AKB73596512 TV Remote Control. Electronics. Accessories & Supplies. LG.
J: ROSENICE Headphone Ear Pads A Pair of Soft PU Foam Earpads for AKG K518DJ K81 SONY MDR-NC6(Black). Electronics. Accessories & Supplies. Weavom.
K: Greg Norman Epic Ultra Light 1/2 Sleeve Rain Jacket. Sports & Outdoors. Sports & Fitness. Greg Norman.
L: OCZ Technology 120 GB Vertex Plus Optimized Edition SATA II 2.5-Inch Solid State Drive OCZSSD2-1VTXPL120G. Electronics. Computers & Accessories. OCZ.
M: Buy Jump Ropes Quad Speed Cable Jump Rope. Sports & Outdoors. Sports & Fitness. BuyJumpRopes.
N: XLC bike grips Bar Grips GR-G09, soft. Sports & Outdoors. Outdoor Recreation. XLC.
O: Wieco Art - The Peacock 5 Piece Modern Stretched and Framed Giclee Canvas Prints Artwork Green Animals Pictures Paintings on Canvas Wall Art for Living...
P: Sabatier Stainless Steel Strainer Baskets, Set of 3. Home & Kitchen. Kitchen & Dining. Sabatier.
Q: Evolution Gun Works Savage Round Back Short Action Picatinny Rail Scope Mount 0 MOA Ambidextrous (41000). Sports & Outdoors. Sports & Fitness. Evolution Gun Works.
R: NewAir AW-280E 28 Bottle Thermoelectric Wine Cooler. Home & Kitchen. Kitchen & Dining. NewAir.
S: Alpine SPJ-691C3 Alpine 6 x 9 Inches Coaxial 3-Way Speaker, Set of 2. Electronics. Car & Vehicle Electronics. Alpine.
T: Frabill Ice Heavy Duty Rod Case, 42-Inch. Sports & Outdoors. Sports & Fitness. Frabill.
Answer: D