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

Input:
1st: Case Logic ATO-40 Black Folding Cargo Trunk Organizer. Electronics. Car & Vehicle Electronics. Case Logic.
2nd: Panasonic Lumix DMC-LZ7K 7.2MP Digital Camera with 6x Image Stabilized Zoom (Black) (OLD MODEL). Electronics. Camera & Photo. Panasonic.
3rd: GreatShield Capacitive Stylus for Kindle Fire, Kindle Paperwhite and other Touchscreen Devices. Electronics. Computers & Accessories. Fhgkjy.
4th: Toysdone Cordies Desktop Cable Management for Power Cords and Charging Accessory Cables (White). Electronics. Accessories & Supplies. Toysdone.
5th: Finger Stylus Ring; On-hand Ring Stylus with Dust-plug and Keychain for Capacitive Touchscreens; Set of 2 TxtRng;) Text Ring designed for thumb or index (Medium,...
6th: ACdream Lenovo Tab 2 A10 & Lenovo Tab3 10 Business Case, Folio Leather Cover Case for Lenovo Tab2 A10-70 / Tab2 A10-30 / TAB-X103F Tab...
7th: Anker [Upgraded Version] USB 3.0 SuperSpeed 10-Port Hub Including a BC 1.2 Charging Port with 60W (12V / 5A) Power Adapter [VIA VL812-B2 Chipset and...
8th: VELCRO Brand ONE WRAP Thin Ties | Strong & Reusable | Perfect for Fastening Wires & Organizing Cords | Black, 8 x 1/2-Inch | 25...
9th: Anker 3ft / 0.9m Premium Micro USB to USB Cable High Speed USB 2.0 A Male to Micro B for Android, Samsung, HTC, Nokia, LG,...
10th: LG Tone HBS-730 Wireless Stereo Headset - Black. Electronics. Headphones. LG.
11th: MIDLAND WR300 Weather Radio. Electronics. Portable Audio & Video. Midland.
12th: ASUS VS248H-P 24" Full HD 1920x1080 2ms HDMI DVI VGA Back-lit LED Monitor. Electronics. Computers & Accessories. Asus.
13th: Palytte Compatible Adapter & Splitter Replacement for iPh 7/7 Plus / 8/8 Plus/X, Headphone 8 Pin Jack Aux Audio & Charging & Calling & Sync...
14th: Plantronics M165 Marque 2 Ultralight Wireless Bluetooth Headset - Compatible with iPhone, Android, and Other Leading Smartphones. Electronics. Headphones. Plantronics.
15th: Fellowes Mighty 8 Surge Protector with 8-Outlets, Phone Protection, 6 Foot Cord, 1,460 Joules (99090). Electronics. Accessories & Supplies. Fellowes.
16th: Koss PATHFINDRW Lightweight Earbud Stereophone with In-line Volume Control - (WHITE). Electronics. Headphones. Koss.

Options:
A: Koss KPH5 Stereo Headphones with Foam Ear Cushions (Discontinued by Manufacturer). Electronics. Headphones. Koss.
B: Sony SRS-P7 Passive Speaker System with Stereo Mini-Plug Input. Electronics. Computers & Accessories. Sony.
C: Ateco 1325 2-Pack Icing Spreaders. Home & Kitchen. Kitchen & Dining. Ateco.
D: Sound Bar 80W 38-Inch 6 Speakers Wireless Bluetooth and Wired Soundbar(3D Surround Sound System,105db Loud Audio Output, Remote Control, Wall Mountable, Great for TVs) (Black3)...
E: Tupperware Personal Salt and Pepper Shaker Pocket Size Wasabi Green. Home & Kitchen. Kitchen & Dining. Tupperware.
F: Lush Decor Flower Texture 8-Piece Comforter Set, King, Silver. Home & Kitchen. Bedding. Lush Decor.
G: BassPULSE Wireless Computer Speakers Bluetooth 2.1 with Subwoofer, Blue LED Lights and 33-Foot Range by GOgroove - Works with Your Desktop PC, Laptop, Smartphone and...
H: Little Dot MK III Headphone Tube Amplifier. Electronics. Television & Video. LittleDot.
I: Kate Posh - Loved you yesterday, Love you still, Always have, Always will - Wood Picture Frame (4x6 Vertical). Home & Kitchen. Home Dcor. Kate...
J: Premium Recycled Corks, Natural Wine Corks From Around the US - 100 Count. Home & Kitchen. Kitchen & Dining. Cammile Q.
K: Kohree 2 pack of LED Flameless Candles Multiple Colors Pillar Candle Remote Timer, Color Changing Candles, Battery Operated, extra remote controls included. Home & Kitchen...
L: Picnic at Ascot Bamboo Bread with Bread Knife and Ceramic Butter Dish. Home & Kitchen. Kitchen & Dining. Picnic at Ascot.
M: HECS Suit Deer Socks with Human Energy Concealment Technology - Keep Your Feet A Step Ahead and Coverage. Sports & Outdoors. Sports & Fitness. HECS.
N: 3 Bottles Stan's No Tubes Tire Sealant 2 oz Bottle Tubeless Tire Sealant Bike Bi. Sports & Outdoors. Outdoor Recreation. Stan's NoTubes.
O: New Style RTIC 20 Oz Stainless Steel Tumbler. Home & Kitchen. Kitchen & Dining. RTIC.
P: AeroCool Mid-Tower Gaming Case (Aero-800 White). Electronics. Computers & Accessories. AeroCool.
Q: Matsunichi 1TB USB 3.0 Portable External Hard Drive, Black (DM256-BK-1TB). Electronics. Computers & Accessories. Matsunichi Digital USA, INC.
R: Surround Air Intelli-Pro Germicidal UV Bulb for XJ-3800 Series Air Purifier. Home & Kitchen. Heating, Cooling & Air Quality. Surround Air.
S: Gift Mark Child’s Colonial Rocking Chair, Cherry. Home & Kitchen. Furniture. Gift Mark.
T: I Can't Keep Calm. I'm the Mother Of the Bride 11 Ounces Funny Coffee Mug. Home & Kitchen. Kitchen & Dining. Willcallyou.
Answer: A