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

Input:
1st: Hoover Flair Bagless Stick Vacuum, Bagless, S2200. Home & Kitchen. Vacuums & Floor Care. Hoover.
2nd: Cuisinart 7193-20 Chef's Classic Stainless 3-Quart Saucepan with Cover. Home & Kitchen. Kitchen & Dining. Cuisinart.
3rd: Cuisinart MCP117-16BR MultiClad Pro Stainless 16-Inch Rectangular Roaster with Rack. Home & Kitchen. Kitchen & Dining. Cuisinart.
4th: KD Frames 2363-N2-T Nomad 2 Platform Bed, Twin. Home & Kitchen. Furniture. KD Frames.
5th: Rubbermaid - Step Stool With Mold Tread, (12.5 x 15.5 x 9.5 in),White,300lbs. Home & Kitchen. Furniture. Rubbermaid.
6th: MECO 0056.00791 Straight Edge Folding Card Table, Cherry. Home & Kitchen. Furniture. MECO.
7th: Strathwood Basics Folding Hardwood Armchair, Set of 2. Home & Kitchen. Furniture. Strathwood by Amazon.com.
8th: 400 Thread Count Bed Sheet Sets - Luxurious 100% Egyptian Cotton Deep Pocket Sheets - Bedding Set Includes One Flat Sheet, One Fitted Sheet &...
9th: Richards Homewares Cedar Storage Bag- Extra Large - Breathable Canvas - Easy View Top Panel. Home & Kitchen. Storage & Organization. Richards Homewares.
10th: Schott Zwiesel Tritan Crystal Glass Banquet Barware Collection Beer Tumbler/Highball Cocktail Glass, 10.8-Ounce, Set of 6. Home & Kitchen. Kitchen & Dining. Schott Zwiesel.
11th: Impecca WCW12M1 Non Ticking Sweep Movement 12" Wall Clock (Metallic Grey). Home & Kitchen. Home Dcor. Impecca.
12th: PriorityChef Precision Knife Sharpener, Designed To Create Sharp, Hollow-Finish Knife Edge, Patented Manual Tool with Non-Slip Steel Bottom - Safe and Easy to Use. Home...
13th: WMF Clever and More Black and Stainless Corkscrew, Winged Style. Home & Kitchen. Kitchen & Dining. WMF.
14th: Cuisinart DCC-450BK 4-Cup Coffeemaker with Stainless-Steel Carafe, Black. Home & Kitchen. Kitchen & Dining. Cuisinart.
15th: Huji Natural Cedar Wood Moth Protection Balls Non-Toxic Moth Repellent Clothes Bedding Blankets Storage Closet Drawer Mildew Mold Prevention (24 Pack, Cedar Balls). Home &...

Options:
A: Monoprice [50pcs] RJ-45 Color Coded Strain Relief Boots - BLUE. Electronics. Computers & Accessories. Monoprice.
B: BIC Amercia Acoustech Platinum Series PL-89 tower speaker. Electronics. Home Audio. BIC America.
C: Logitech Wireless Desktop MK 300. Electronics. Computers & Accessories. Logitech.
D: Sangean HDT-1 HD Radio Component Tuner (Discontinued by Manufacturer). Electronics. Home Audio. Sangean.
E: Samsung UN60EH6003 60-Inch 1080p 120Hz HDTV (2013 Model). Electronics. Television & Video. Samsung.
F: Tenq Battery Eliminator Car Charger for Baofeng Uv-b5 Uv-b6. Electronics. Portable Audio & Video. TENQ.
G: Dehumidifier Lagute L-A03 1100 Cubic Feet Moisture Absorbing with Semiconductor  Auto Switch Off for Kitchen, Basement, Caravan, Office. Home & Kitchen. Heating, Cooling &...
H: MoKo Samsung Galaxy Note 10.1 2014 Edition Case - Slim Folding Cover Case for Note 10.1 Inch 2014 Edition Tablet, RED (With Smart Cover Auto...
I: Replacement Batteries Energizer CR2025 for Cayeye, Sigma, Knog, Planet Bike & Mnay Others. Sports & Outdoors. Outdoor Recreation. Energizer.
J: [4K Ultra HD] aLLreli 6.6ft Brided HDMI Cord Flat Cable w/ Ethernet, CEC, ARC (Audio Return Channel) - Gold Plated Connector | 30 AWG Oxygen-free...
K: Vegetables Steamer Food Steamer Pot Steamer Basket Draining Basket Foldable 6.1 Inches Expands to 10 Inches 100% Premium Stainless Steel. Home & Kitchen. Kitchen &...
L: Cuisinart SS-700ULCFH Charcoal Filter Holder. Home & Kitchen. Kitchen & Dining. Cuisinart.
M: Integreight 1Sheeld+: The Arduino shield for iOS and Android. Electronics. Computers & Accessories. Integreight.
N: View Sonic PJD6553W 1080p Front Projector, 300 Inches - Black. Electronics. Video Projectors. ViewSonic.
O: Wilton 1907-1001 Fondant Cutter/Ejector Set. Home & Kitchen. Kitchen & Dining. Wilton.
P: Toshiba Satellite U845-S406 14.0-Inch Ultrabook (Sky Silver). Electronics. Computers & Accessories. Toshiba.
Q: Schwinn 830 Treadmill. Sports & Outdoors. Sports & Fitness. Schwinn.
R: Forever Lover Soft Indoor Morden Shaggy Area Rug Pad, 2.5 X 5-Feet, Hot Pink. Home & Kitchen. Home Dcor. Forever Lover.
S: Kordel 65 mm. Sports & Outdoors. Outdoor Recreation. Victorinox.
T: Nickelodeon TMNT Teenage Mutant Ninja Turtles "Turtle Jump" 100% Cotton Beach Towel Featuring The Turtle Gang in Action!. Home & Kitchen. Bath. Nickelodeon.
Answer: K