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

Input:
1st: CanaKit Raspberry Pi 3 Ultimate Starter Kit - 32 GB Edition. Electronics. Computers & Accessories. CanaKit.
2nd: kuman for Raspberry Pi Lithium Battery Pack Expansion Board RPI Power Pack Power Supply+ USB Cable + 2 Layer Acrylic Board for Pi 3 2...
3rd: Optimal Shop 20/24 4/6/8 PIN 1.8" LCD Computer PC Power Supply Tester for SATA,IDE,HDD,ATX,ITX,BYI Connectors. Electronics. Computers & Accessories. Optimal Shop.
4th: Corsair CMY16GX3M2A1600C9A Vengeance Pro Series Gold 16GB (2x8GB) DDR3 1600 MHz PC3 12800 Desktop Memory Module 1.5V. Electronics. Computers & Accessories. Corsair.
5th: AMD HDX920XCGIBOX Phenom II X4 920 2.8GHz Cache 8MB AM2+ 125W Processor - Retail. Electronics. Computers & Accessories. AMD.
6th: Samsung 850 EVO 500GB 2.5-Inch SATA III Internal SSD (MZ-75E500B/AM). Electronics. Computers & Accessories. Samsung.
7th: Timetec Samsung 24GB Kit (3x8GB) DDR3 1333MHz PC3-10600 Registered ECC 1.5V CL9 2Rx4 Dual Rank 240 Pin RDIMM Server Memory Ram Module Upgrade (Server Only,...
8th: 8GB 2 X 4GB DDR2 PC2-6400 800MHZ 240Pin AMD DIMM Hgih Density Desktop Memory. Electronics. Computers & Accessories. Balance World Inc.
9th: Zyxel 8-Port Gigabit Smart Managed Switch - Fanless Design - Sturdy Metal - Limited Lifetime Protection [GS1900-8]. Electronics. Computers & Accessories. ZyXEL.
10th: TP-Link 10/100/1000Mbps Gigabit PCI Network Adapter/Card, Includes Low-profile Bracket (TG-3269). Electronics. Computers & Accessories. TP-LINK.
11th: WD Red 750GB NAS Hard Drive - 5400 RPM Class, SATA 6 Gb/s, 16 MB Cache, 2.5" - WD7500BFCX. Electronics. Computers & Accessories. Western Digital.

Options:
A: GreKitchen 24 Pack Vibrant Round Reusable and Nonstick Heat Resisitant Rainbow Bright Standard Bake cups/Silicone Baking Cups/muffin baking cup/Cupcake liners. Home & Kitchen. Kitchen &...
B: Tennsco Corporation B-78BK Welded Bookcase, 34-1/2" Width x 78" Height x 13" Length, 6 Shelves, Black. Home & Kitchen. Furniture. Tennsco.
C: Ronco EZ Store Rotisserie, Stainless. Home & Kitchen. Kitchen & Dining. Ronco.
D: Father's Day Gift for Uncle World's Greatest Uncle Guaranteed Gift Coffee Mug Tea Cup White. Home & Kitchen. Kitchen & Dining. ThisWear.
E: 8 Pc Modern Safari - Zebra - Giraffe Print Brown Micro Fur Curtain Set. Home & Kitchen. Home Dcor. Grand Linen.
F: AlwaysHome Duo Private Public Travel VPN Alternative Hardware WiFi mini Protable AP USB Dongles Bi-directional Home Network with 1-Year Subscription. Electronics. Computers & Accessories. Homing.
G: Make Em Laugh Good Friends are Like Stars Wooden Sign. Home & Kitchen. Home Dcor. Make Em Laugh.
H: BNC RG58/AU Coaxial Cable, Black, BNC Male, Copper Stranded Center Conductor, 100 foot. Electronics. Accessories & Supplies. CableWholesale.
I: Rainbow Genuine HEPA Filter (Neutralizer) for Model E2 Type 12 ONLY. Home & Kitchen. Vacuums & Floor Care. Rainbow.
J: ASUS BW-12B1ST/BLK/G/AS 12X Blu-ray Internal Burner Drive with Disc Encryption - Black - Retail Box. Electronics. Computers & Accessories. Asus.
K: POSRUS (2 Pack) Antiglare Antifingerprint Screen Protector for Pandigital Supernova 8" Media Tablet **ONLY SOLD BY POSRUS**. Electronics. Computers & Accessories. POSRUS.
L: uxcell 10 Pairs Silver Tone Metal Battery Spring Plate Set for AA AAA. Electronics. Accessories & Supplies. uxcell.
M: Ohio Wholesale Radiance Lighted Home Sweet Home Canvas Wall Art, from our Everyday Collection. Home & Kitchen. Wall Art. Ohio Wholesale.
N: Avari Magnetic Treadmill. Sports & Outdoors. Sports & Fitness. Avari.
O: Hydration Belt for Running - Includes Accessories and Two 10-Ounce BPA-Free and Leak-Proof Water Bottles : A Bounce-Free & Lightweight Fuel Gear. Sports & Outdoors...
P: Logitech G633 Artemis Spectrum – RGB 7.1 Dolby and DTS Headphone Surround Sound Gaming Headset – PC, PS4, Xbox One, Switch, and Mobile Compatible –...
Q: Gonex Packable Shoulder Backpack, Sling Chest CrossBody Bag for Sports Travel Cycling Hiking. Sports & Outdoors. Outdoor Recreation. Gonex.
R: Bissell Zing Bagless Canister Vacuum, Blue. Home & Kitchen. Vacuums & Floor Care. Bissell.
S: Panasonic Lumix DMC-TS10 14.1 MP Digital Camera with 4x Optical Image Stabilized Zoom and 2.7-Inch LCD (Red). Electronics. Camera & Photo. Panasonic.
T: Capresso 464.05 CoffeeTeam GS 10-Cup Digital Coffeemaker with Conical Burr Grinder. Home & Kitchen. Kitchen & Dining. Capresso.
Answer: P