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

Input:
1st: CounterArt Bamboo Pizza Peel. Home & Kitchen. Kitchen & Dining. Counterart.
2nd: Ohio Stoneware 2gallon Crock-MidnightBlue. Home & Kitchen. Kitchen & Dining. OHIO STONEWARE.
3rd: Thermos Raya Lunch Duffle Bag, Black. Home & Kitchen. Kitchen & Dining. LOOKISS.
4th: Euro Cuisine YM100 Automatic Yogurt Maker - With 7-6oz Glass Jars. Home & Kitchen. Kitchen & Dining. Euro Cuisine.
5th: Conimar Kitchen Non-Slip Helper Pastry Mat, 18 by 24-Inch. Home & Kitchen. Kitchen & Dining. HIC Harold Import Co.
6th: Dyson DC40 Multi floor upright vacuum cleaner. Home & Kitchen. Vacuums & Floor Care. Dyson.
7th: Aquasana Replacement Filter Cartridges for 2-Stage Under Sink Water Filtration System. Home & Kitchen. Kitchen & Dining. Aquasana.
8th: T-fal Nonstick Fry Pan, Nonstick Cookware, 12 Inch Pan, Thermo-Spot Heat Indicator, Black. Home & Kitchen. Kitchen & Dining. T-fal.

Options:
A: VGA Gender Changer F / F. Electronics. Accessories & Supplies. TheCellPhoneShop.
B: D-Link DSB-H4 4-Port USB 1.1 Hub. Electronics. Computers & Accessories. D-Link.
C: Vomach Over-ear Headphones Wired Stereo Gaming Headset with Microphone for PC Cool LED Light 3.5mm Jack Black. Electronics. Headphones. Vomach.
D: Creative 51MF0430AA002 T4W 2.1 Wireless Bluetooth Speaker System. Electronics. Portable Audio & Video. Creative.
E: Style Setter Soho Hues Chip and Dip Serving Set, Eggplant Color. Home & Kitchen. Kitchen & Dining. Style Setter.
F: Thermos Vacuum Insulated 18 Ounce Stainless Steel Hydration Bottle, Stainless Steel. Home & Kitchen. Kitchen & Dining. Thermos.
G: BenQ XL2730Z 144Hz 1ms 27 inch Gaming Monitor with High Resolution and FreeSync Tech Best for CS:GO Battlefield eSport (Discontinued by Manufacturer). Electronics. Computers &...
H: monbento 1200 02 104 -MB Original Box, Light Blue/White. Home & Kitchen. Kitchen & Dining. monbento.
I: Paradigm Shift MilleniaOne Compact Theater System (Black). Electronics. Home Audio. Paradigm Shift.
J: Printed Shamrock Table Runner 11in. x 6ft. Pkg/3. Home & Kitchen. Kitchen & Dining. PMU.
K: Super Power Supply® AC / DC Adapter Cord for Roku Box 2 HD LT XD SD HD-XR XDS XS XD/S 1080p Digital HD Media Streaming...
L: Sysrion Halloween Christmas Decorative Garden Flags (2017 Halloween Santa Decoration (Thinsulate Gloves).  Sysrion.
M: SaltStick Mini Dispenser for Capsules. Sports & Outdoors. Outdoor Recreation. SaltStick.
N: DSTE 2x EN-EL9 Battery + DC15 Travel and Car Charger Adapter for Nikon D40 D40X D60 D3000 D5000 Digital Camera as EN-EL9A. Electronics. Camera &...
O: ANVISION 2-pack Black Male to Female DC Power Inline Cable with On Off Switch 5.5x2.1mm, No Need Soldering. Electronics. Accessories & Supplies. ANVISION.
P: XINGAN Small Mini Wifi Wireless n Network Range Extender Router/Repeaters/AP/Wps 300M 2dbi Antennas Signal Boosters Wireless Access Points. Electronics. Computers & Accessories. XINGDONGCHI.
Q: Tire Bicycle, street 26 X 2 Inch Puncture Resistant, Puncture Guard, thorn resistant, Comfortable ride by Biria, hybrid bike tread tire , By Biria. Sports...
R: Inteset Internal IR Receiver for Kodi and Other Media Applications on Any Motherboard Running Windows or Linux. Wakes from The Off State(S5). Model PC-IRS5-01 with...
S: 10.80V,4400mAh,Li-ion,Hi-quality Replacement Laptop Battery for HP Pavilion d. Electronics. Computers & Accessories. HP.
T: Case Logic Berkeley Battery Charger Case-Anthracite. Electronics. Computers & Accessories. Case Logic.
Answer: F