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

Input:
1st: New PSP 2000 TFT LCD Screen W/ Backlight High Quality Modern Design Popular Practical. Electronics. Computers & Accessories. Hyperkin.
2nd: Cables To Go - 03179-3.5mm Stereo Male To 2 RCA Female Y-Cable (Black). Electronics. Accessories & Supplies. C2G.
3rd: C&E 30S1-01260 2 x RCA Male, 1 x 3.5mm Stereo Female, Y-Cable 6-Inch Gold Plated Connector. Electronics. Accessories & Supplies. C&E.
4th: Mediabridge ULTRA Series RCA Y-Adapter (12 Inches) - 1-Female to 2-Male for Digital Audio or Subwoofer - (Part# CYA-2M1F-P ). Electronics. Accessories & Supplies. Mediabridge.
5th: Lanzar MX573 Max Series 5-Inch x 7-Inch 440-Watt 3-Way Coaxial Speakers (Pair). Electronics. Car & Vehicle Electronics. Lanzar.
6th: Cable Matters Micro USB to HDMI Adapter for Samsung Galaxy S3/S4 and Note 2/Note 3 in Black. Electronics. Accessories & Supplies. Cable Matters.
7th: Chromo Inc 2x Pack 3.5mm Auxiliary Cable, 1 Black Angled and 1 Red Flat Audio Music Aux New. Electronics. Accessories & Supplies. Chromo Inc.
8th: WD My Passport 2TB Portable External USB 3.0 Hard Drive Storage Black (WDBY8L0020BBK-NESN). Electronics. Computers & Accessories. Western Digital.
9th: SanDisk Ultra 64GB MicroSDXC Class 10 UHS Memory Card Speed Up To 30MB/s With Adapter - SDSDQUA-064G-U46A [Old Version]. Electronics. Computers & Accessories. SanDisk.
10th: Coredy Mini WiFi Range Extender, Upgrade 2.4Ghz Wireless-N Wi-Fi Repeater, Internet Signal Booster, Access Point, Extends WiFi to Whole Home & Garden. Electronics. Computers &...
11th: SanDisk 8GB microSD High Capacity (microSDHC) Card - (Class 4) - 8 GB. Electronics. Computers & Accessories. SanDisk.
12th: Samsung 16GB Class 6 Micro SDHC up to 24MB/s with Adapter (MB-MS16DA/AM). Electronics. Computers & Accessories. Samsung.
13th: Samsung Galaxy Tab 4 T535 LTE 16 GB 10.1" Factory Unlocked Phone, White - International Version No Warranty. Electronics. Computers & Accessories. Samsung.
14th: MicroSDHC to to Memory Stick Pro Duo (Non-Retail packaging). Electronics. Computers & Accessories. Generic.
15th: (Old Model) WD My Passport Ultra 2 TB Portable External USB 3.0 Hard Drive with Auto Backup, Black. Electronics. Computers & Accessories. Western Digital.
16th: Link Depot HDMI to HDMI Cable 25 feet. Electronics. Accessories & Supplies. Link Depot.
17th: Haedphone Splitter Adapter 3.5mm Jack Charge Adaptor.2 in 1 Connector Cable Adapter Earphone Adapter with Volume Control & Charging & Music. Electronics. Accessories & Supplies...
18th: Lanzar RDA753D Reign 4000 Watt 3-Channel Compact Class-D Full Range Hybrid Amplifier (Discontinued by Manufacturer). Electronics. Car & Vehicle Electronics. Lanzar.
19th: HP G62-340US LAPTOP LCD SCREEN 15.6" WXGA HD LED DIODE (SUBSTITUTE REPLACEMENT LCD SCREEN ONLY. NOT A LAPTOP ). Electronics. Computers & Accessories. HP.
20th: Sandisk 4GB MicroSDHC Memory Card with SD Adapter. Electronics. Computers & Accessories. SanDisk.
21st: Digital Galaxy DG-737 HDMI 1080P Compatible LCD Projector,US warranty and support. Electronics. Video Projectors. Dolce & Gabbana.
22nd: LB1 High Performance Battery for Acer UM08A31 Laptop Notebook Computer PC [3-Cell Li-ion 11.1V]. Electronics. Computers & Accessories. LB1 High Performance.
23rd: SanDisk Ultra 32GB UHS-I/Class 10 Micro SDHC Memory Card With Adapter - SDSDQUAN-032G-G4A. Electronics. Computers & Accessories. SanDisk.
24th: HDMI Cable 10 ft - 2 Pack - 4K Resolution UHD 2.0b Ready - Supports Ethernet Ultra HDR Video HD Bandwidth 18Gbps - Audio Return...
25th: GeekPro Cradle Charger Holder Desktop Battery Charger Case 900mAh 3.7V Li-ion Rechargeable Battery For GeekPro 1 2 2.0 Plus 3.0 SJ4000 SJ5000 SJ6000. Electronics. Camera...
26th: Laptop AC Adapter/Power Supply/Charger+US Power Cord for Acer Aspire One 751 a110-1295 a150-1447 a150-aw aoa150-1068 aoa150-1483 aoa150-1485 aoa150-1983 aod150-1577 aod150-1860 aod250-1326 d150-1577 d150-1920 d150-1b d150-1bk...
27th: Sharper Image SBT5002 Water and Light Show Bluetooth Streaming 2.1 Speakers with Subwoofer and Dancing Lights (Black). Electronics. Portable Audio & Video. Sharper Image.

Options:
A: KitchenAid Cook's Series Mandoline Slicer. Home & Kitchen. Kitchen & Dining. KitchenAid.
B: Hurricane Mako Telescopic Rod. Sports & Outdoors. Sports & Fitness. Hurricane.
C: Scuba Diving Regulator Octo Mouthpiece Holder Accessory - AquaLung Orange. Sports & Outdoors. Outdoor Recreation.
D: 12 Silver Plastic Acrylic Candle Holders for Taper Candles. Home & Kitchen. Home Dcor. NST.
E: Fuji 35mm QuickSnap Single Use Camera, 400 ASA (FUJ7033661) Category: Single Use Cameras (Discontinued by Manufacturer), 10 Count. Electronics. Camera & Photo. Fujifilm.
F: Eureka AS3401AX Brushroll Clean Pet Upright Vacuum with Suction Seal Technology. Home & Kitchen. Vacuums & Floor Care. Eureka.
G: Sony MDR-E10LP/GRN Lightweight Earbuds (Green) (Discontinued by Manufacturer). Electronics. Headphones. Sony.
H: Bluetooth Speaker Karnotech REMAX Portable Mini Wireless Outdoor Sports Audio Player Powerful Sound with Climbing Hook for iPhone iPad iPod Samsung Laptop RB-X1 Green. Electronics...
I: SoundSOUL Bluetooth Water Dancing Speakers Light Show Water Fountain Speakers LED Speakers (Dual 3W Speakers, 4 Colored LED Lights, Built-in Rechargeable 1800mAh Battery, Bluetooth 4.0)...
J: The Accessory Pro Chest Mount Harness w/ J Hook Mount and Carry Bag - compatible with all GoPro cameras. Electronics. Camera & Photo. The Accessory...
K: Memorex MVD2016BLK Progressive Scan DVD Player, Black. Electronics. Television & Video. Imation.
L: Mellotone Premium Black Speaker Grill Cloth Yard 64" Wide. Electronics. Accessories & Supplies. Mellotone.
M: P. GRAHAM DUNN in The Morning When I Rise Give Me Jesus Sunflower 9 x 12 Wood Bark Edge Design Wall Art Sign. Home &...
N: Terramar ATP Crew Coolmax (2 Pack). Sports & Outdoors. Outdoor Recreation. Terramar.
O: Franklin Sports Night Lightning Basketball.  Franklin Sports.
P: Trademark Innovations 12-Bottle Wine Rack, Black. Home & Kitchen. Kitchen & Dining. Trademark Innovations.
Q: Canvas Wall Art African Abstract Painting 5 Piece Sunset Canvas Art Large Contemporary Painting Modern Artwork Ready to Hang for Living Room Bedroom Decoration. Home...
R: Talk S'more by iLuv - Tangle-Resistant Noise-Isolating Stereo Earphones for all Apple, Samsung & Android Devices (Black). Electronics. Headphones. iLuv.
S: TiVo C00260 Roamio Slide Pro DVR Remote. Electronics. Accessories & Supplies. TiVo.
T: Benjamin Trail NP XL Air Rifle air rifle. Sports & Outdoors. Sports & Fitness. Benjamin.
Answer: I