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

Input:
1st: Kinivo BTH240 Bluetooth Stereo Headphone Supports Wireless Music Streaming and Hands-Free calling - Red. Electronics. Headphones. Kinivo.
2nd: Lenovo IdeaCentre B540 23-Inch All-in-One Touchscreen Desktop (Black/Brushed Aluminum) (Discontinued by Manufacturer). Electronics. Computers & Accessories. Lenovo.
3rd: Samsung Series 7 DP700A3D-A01US 23-Inch All-in-One Touchscreen Desktop. Electronics. Computers & Accessories. Samsung.
4th: HP Stream 8 Tablet 32GB Windows 8.1 Signature Edition + Office 365 Personal. Electronics. Computers & Accessories. HP.
5th: DPKIKO 53PW01 Earbuds Compatible with IPhone XS/ 7/Plus/ 8/ 8Plus/ X, XS Max Earbuds with Microphone and Volume Control, Bluetooth Headphones Noise Canceling, Walnut. Electronics...
6th: Dteck iPad Mini 1 2 3 Case - Slim Fit Folio Stand PU Leather Case with Auto Wake/Sleep, Pocket and Card Slots Smart Protective Cover...
7th: iPad Mini 1 2 3 Keyboard Case, BESTEK Bluetooth Wireless Keyboard with Stand Case Cover, Rechargeable, Removable, Pink. Electronics. Computers & Accessories. BESTEK.
8th: ROARTZ iPad Mini 4 Case, Metallic Navy Blue Slim Fit Smart Rubber Coated Folio Case Hard Cover Light-Weight Auto Wake/Sleep for Apple iPad Mini 4th...
9th: Motorola OEM Standard HDMI Cable for Droid RAZR HD / MAXX HD / BIONIC / PHOTON Q - Bulk Packaging. Electronics. Accessories & Supplies. LoliPops.
10th: Underwater Audio  Waterproof iPod Swimbuds Bundle, (Yellow). Electronics. Portable Audio & Video. Underwater Audio.
11th: Underwater Audio Waterproof iPod Shuffle. Electronics. Portable Audio & Video. Underwater Audio.
12th: Underwater Audio Waterproof iPod Shuffle. Electronics. Portable Audio & Video. Underwater Audio.

Options:
A: KRUPS XP2280 Espresso Machine and Coffee Maker Combination with KRUPS Precise Tamp Technology and Stainless Steel Housing, Silver. Home & Kitchen. Kitchen & Dining. KRUPS.
B: Brown Tree Wastebasket, 12Hx9Wx9D, BROWN. Home & Kitchen. Bath. Home Decorators Collection.
C: LG AKB72975301 Remote Controller Assembly. Electronics. Accessories & Supplies. LG.
D: Whitmor Adjustable Double Garment Rack -Rolling Clothes Organizer - Chrome. Home & Kitchen. Storage & Organization. Whitmor.
E: JacobsParts 5-Port USB 2.0 PCI Controller Card (4+1) w/ NEC Chipset. Electronics. Computers & Accessories. JacobsParts.
F: Jumbl Silicone Garlic Peeler Roll -Manually Peel Whole Garlic Cloves in Just Seconds w/Simple Palm-Rolling Motion,Black. Home & Kitchen. Kitchen & Dining. Jumbl.
G: Savage Seamless Background Paper - #20 Black (26" x 36'). Electronics. Camera & Photo. Savage.
H: Fashion Cartoon Star wars series USB 2.0 64GB flash drive memory stick pendrive U Disk. Electronics. Computers & Accessories. Always Star.
I: Sodynee® Acrylic Cotton Ball Organizer, Square. Home & Kitchen. Bedding. Sodynee.
J: Griffin Survivor Case with Belt Clip for iPod touch (5th/ 6th gen.) - Shock-Absorbing and Rugged Design, Hot Pink. Electronics. Portable Audio & Video. Griffin...
K: Joylive [Upgraded Version] USB 3.0 to 2.5-Inch SATA HD HDD External Hard Drive Enclosure [Black]. Electronics. Computers & Accessories. Joylive.
L: Dell Dimension 4300 2300LE 2300 4300S Optiplex GX240 1GB Memory Ram Kit (2x512MB) (A-Tech Brand). Electronics. Computers & Accessories. A-Tech Components.
M: GOgroove FlexSMART SP ADVANCED Car Mount FM Transmitter and Charger for HTC , Samsung , LG , Motorola and More Smartphones and MP3 Devices. Electronics...
N: Palais Glassware Mason Jar Beverage Dispenser - Traditional Tin Screw Off Lid - 2 Gallon Capacity -. Home & Kitchen. Kitchen & Dining. Palais Glassware.
O: Tamron 16-300mm F/3.5-6.3 Di-II VC PZD All-In-One Zoom for Nikon DX DSLR Cameras. Electronics. Camera & Photo. Tamron.
P: Lockstraps 801 Locking Carabiner. Sports & Outdoors. Outdoor Recreation. Lock-It Straps.
Q: White Floral Lace Tablecloth, Rectangle, 54 X 72, Machine Washable, Polyester. Home & Kitchen. Kitchen & Dining. Collections.
R: Live 4 Style Party Set of 4''spiral Lucky Bamboo Plant Arrangement w/ Ceramic Vase. Home & Kitchen. Home Dcor. JM BAMBOO.
S: Linon Corey Bar Stool, Udder Madness. Home & Kitchen. Furniture. Linon.
T: Mud Pie White Coral Chunk Decorative Accent. Home & Kitchen. Home Dcor. Mud Pie.
Answer: H