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

Input:
1st: Fintie Folio Case for Kindle Paperwhite - Fits All Paperwhite Generations Prior to 2018 (Not Fit All-New Paperwhite 10th Gen), Rose Gold. Electronics. eBook Readers...
2nd: Apple TV MD199LL/A. Electronics. Television & Video. Apple.
3rd: Bose SoundDock Portable 30-Pin iPod/iPhone Speaker Dock. Electronics. Portable Audio & Video. Bose.
4th: Bose SoundDock Portable 30-Pin iPod/iPhone Speaker Dock. Electronics. Portable Audio & Video. Bose.
5th: Comply Foam Premium Earphone Tips - Comfort Ts-400 (Black, 3 Pair, Small). Electronics. Accessories & Supplies. Comply.
6th: Satechi Universal Smartphone CD Slot Mount - Compatible with iPhone XS Max/XS/XR, Samsung Galaxy S9 Plus/S9/S8, Nexus 5X/6P, HTC One X/S, Motorola Droid Razr HD/Maxx,...
7th: Sony 1264-5582 MW600 Hi-Fi Wireless Headset with FM Radio - Retail Packaging - Black. Electronics. Headphones. Sony.
8th: Kuzy Lace TEAL HOT BLUE Case for Older MacBook Pro 13.3" with Retina Display A1502/A1425 Shell Rubberized Hard Cover - Lace TEAL. Electronics. Computers &...
9th: AmazonBasics 14-Inch Laptop Sleeve - Black. Electronics. Computers & Accessories. AmazonBasics.
10th: Shower Speaker Bluetooth Waterproof, Wireless Speaker, Portable Outdoor Stereo Wireless Bluetooth Speaker with HD Audio and Enhance Bass, Dual Driver Speakerphone, Handsfree Calling. Electronics. Portable...
11th: AGPtek HDMI to HDMI + SPDIF + RCA L / R Audio Extractor Converter (HDMI input,HDMI+ Audio output). Electronics. Accessories & Supplies. AGPTEK.
12th: AmazonBasics 3.5mm Male to Male Stereo Audio Aux Cable - 2 Feet (0.6 Meters). Electronics. Accessories & Supplies. AmazonBasics.
13th: Bluetooth Headphones, Iwotou Wireless Bluetooth 4.1 Headphones Hi-Fi Stereo Sound Sports Earbuds with Microphone Aptx Technology for Smartphones Iphone, Samsung Galaxy (Black). Electronics. Headphones. iwotou.
14th: MoKo Case for iPad Pro 9.7 - Slim Lightweight Smart Shell Stand Cover with Translucent Frosted Back Protector for Apple iPad Pro 9.7 Inch 2016...
15th: Patriot LX Series 16GB High Speed Micro SDHC Class 10 UHS-I Transfer Speeds For Action Cameras, Phones, Tablets, and PCs. Electronics. Computers & Accessories. Patriot.
16th: UPPERCASE UPPERCASE Premium Keyboard Protector for MacBook Air 11" (2010 or newer)(UPP-PKBC-A11). Electronics. Computers & Accessories. UPPERCASE.
17th: iPad Pro 9.7 Case - Samgg 360 Degree Rotating Stand Case with Smart Cover Auto Sleep/Wake Feature for Apple iPad Pro 9.7 Inch (2016 Version)...
18th: MEKO Universal Stylus,[2 in 1 Precision Series] Disc Stylus Touch Screen Pens for all Capacitive Touch Screens Cell phones, tablets, Laptops Bundle with 6 Replacement...
19th: HopCentury Replacement TPU Gel Soft Case Skin Cover Pouch Box for Bose Soundlink Mini Bluetooth Speaker Gray. Electronics. Accessories & Supplies. HopCentury.
20th: Sony SBH54 Black Stereo Bluetooth Headset. Electronics. Headphones. Sony.
21st: COWIN E7 Wireless Bluetooth Headphones with Mic Hi-Fi Deep Bass Wireless Headphones Over Ear, Comfortable Protein Earpads, 30 Hours Playtime for Travel Work TV Computer...

Options:
A: Cuddledown 400 Thread Count Meridian Bed Scarf, King, Sea Glass. Home & Kitchen. Bedding. CUDDLEDOWN.
B: NCAA  Kickoff Chair (All Team Options). Sports & Outdoors. Fan Shop. Rawlings.
C: Yunko 6 Animal Silicone Cake Baking Mold Cake Pan Muffin Cups Handmade Soap Moulds Biscuit Chocolate Ice Cube Tray DIY Mold,Tortoise Fox Frog Hedgehog Squirrel...
D: ZOOM-ABLE! Coffee Mug in the Shape of Nikon 24-70 Lens, Interior is Stainless by Nepmandu. Home & Kitchen. Kitchen & Dining. Nican.
E: Fobus Roto Tactical Speed Holster Belt RH GLT19RB Glock 19,23,32 / S&W 99 Compact/ M&P Compact holds Handgun with Laser or Light. Sports & Outdoors...
F: Cyberhome CH-DVR1600 DVD Recorder. Electronics. Television & Video. Cyberhome.
G: Bluewave Daily 8 Tritan BPA Free Water Jug - 1.9 Liter (64 oz) (Gen2). Sports & Outdoors. Sports & Fitness. Bluewave Lifestyle.
H: AmazonBasics 3.5mm to 2-Male RCA Adapter Cable - 4 Feet. Electronics. Accessories & Supplies. AmazonBasics.
I: Speck Products Fitfolio Burton Design Case for iPad 2/3 (SPK-A1788). Electronics. Computers & Accessories. Speck.
J: Sub Sports Mens Winter Warm Vest Long Sleeve Thermal Base Layer Fleece -L. Sports & Outdoors. Sports & Fitness.
K: UL Listed Pwr Long 6 Ft 3 Prong AC Power Cord for ION iPA76C iPA76A iPA76S IPA23 Block Rocker Block Party Live Job Rocker Explorer...
L: Heritage Lace Spider Web 30-Inch Round Table Topper, Black. Home & Kitchen. Kitchen & Dining. Heritage Lace.
M: Hocase Fire 7 2015 Tablet Case - Shockproof Raised Edges Screen Protection Silicone Rubber Bumper Hard Protective Case For Amazon Fire 7 Tablet (For 2015...
N: Le Creuset Stoneware Pie Pans, 9-Inch, White. Home & Kitchen. Kitchen & Dining. Le Creuset.
O: 8" Adhesive Splatter Targets - GlowShot - 25 & 75 packs - DayGlo - See Your Hits Instantly - Gun and AirSoft Targets. Sports &...
P: Taymor Swivel Top Fingertip Towel Valet, Chrome. Home & Kitchen. Bath. Taymor Industries.
Q: iPad mini Case, iPad mini 4 sleeve, Lacdo Shockproof Tablet Sleeve Compatible iPad Mini 4,3,2 / Samsung Galaxy Tab A 8-Inch/ASUS ZenPad Protective Bag, Purple/Black...
R: Collapsible Bamboo Drying Dish Rack | 2 Tier Level Folding Dish Rack for Counter Top | Quick Dry | Wooden Wood Dish Drainer | Kitchen...
S: OliaDesign 6365 Build-On Brick Coffee Mug, 12 oz, Gray. Home & Kitchen. Kitchen & Dining. OLIA DESIGN.
T: Mossy Oak Shadow Grass Recliner Protector. Home & Kitchen. Home Dcor. Mossy Oak.
Answer: H