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

Input:
1st: CUSTOM CUT 22-inch Wide by 9-feet Long Runner, Multicolor Floral Non Slip, Non-Skid, Rubber Backed Stair, Hallway, Kitchen, Carpet Runner Rug - Choose your Width...
2nd: Cathay Luxury Silky Soft Polyester Single Fitted Sheet, Twin Size, Burgundy. Home & Kitchen. Bedding. Cathay Home.
3rd: SHERPA 3 PIECE ARMCHAIR SAVERS - BURGUNDY. Home & Kitchen. Bedding. ARMCHAIR SAVERS.
4th: Home Styles 9200-1066G Create-a-Cart, Warm Oak Finish with Oak Top. Home & Kitchen. Furniture. Home Styles.
5th: Hamilton Beach (48464) Coffee Maker with 12 Cup Capacity & Internal Storage Coffee Pot, Brewstation, Black. Home & Kitchen. Kitchen & Dining. Hamilton Beach.
6th: Hamilton Beach (48464) Coffee Maker with 12 Cup Capacity & Internal Storage Coffee Pot, Brewstation, Black. Home & Kitchen. Kitchen & Dining. Hamilton Beach.
7th: Safavieh Lyndhurst Collection LNH312A Traditional Oriental Red and Ivory Round Area Rug (5'3" Diameter). Home & Kitchen. Home Dcor. Safavieh.

Options:
A: Light & Dark Divided Laundry Bag. Home & Kitchen. Storage & Organization. MergHome.
B: Canon Battery Pack BP-2L14. Electronics. Camera & Photo. Canon.
C: USA Gear NEO Read Tablet Cover Sleeve Compatible with Galaxy Tab E Lite 7.0" w/Carry Handle, Zippered Accessory Pocket, Protective Padded Neoprene - Fits Samsung...
D: Azend Group MediaGate MG-M2TVD Digital Media Player HDMI Full 1080P with DTS 2.0 Digital Audio Out (Black). Electronics. Television & Video. Azend Group Corp.
E: Chicago Cutlery Walnut Tradition 3-Piece Prep Knife Gift Set. Home & Kitchen. Kitchen & Dining. Chicago Cutlery.
F: Sea to Summit DryLite Towel. Sports & Outdoors. Outdoor Recreation. Sea to Summit.
G: OXO Good Grips Bento Box, Grey/Green. Home & Kitchen. Kitchen & Dining. OXO.
H: La Crosse Technology WT-3144P 14-Inch Atomic Wall Clock, Pearl. Home & Kitchen. Home Dcor. La Crosse Technology.
I: Rap4 3Skull Paintball Tippmann A-5/X7 450 Rd Cyclone Offset Hopper - Black. Sports & Outdoors. Sports & Fitness. Rap4.
J: iPad Air 2 Case, CaseCrown Omni Case (Purple) Multi-Angle Viewing Stand & Sleep/Wake. Electronics. Computers & Accessories. CaseCrown.
K: HP Mini 110-3130NR 10.1-Inch Netbook (Black). Electronics. Computers & Accessories. HP.
L: Canon UV-1 52mm Haze Filter. Electronics. Camera & Photo. Canon.
M: M4-ATX-HV 250W Intelligent DC DC PSU Power Supply Unit 6-34V Input. Electronics. Computers & Accessories. Mini-Box.
N: RitzPix Customizable Mouse Pad Perfect Personalized Gift. Home & Kitchen. Kitchen & Dining. RitzPix.
O: NFL Men's Victory Pride Long Sleeve V-Neck T-Shirt. Sports & Outdoors. Fan Shop. VF.
P: Eureka 4885BT Whirlwind True Hepa Bagless Cyclonic Vacuum. Home & Kitchen. Vacuums & Floor Care. Eureka.
Q: Aegend [Year-End Deal] Bike Locks, Bike Bicycle Cycling Cable Lock 5 Digit Combination Self Coiling Resettable Combination with FREE Big Bracket Holder, 4-Feet x 1/2-Inch...
R: Hotel Luxury Bed Sheets Set-ON SALE TODAY! On Amazon-Top Quality Softest Bedding 1800 Series Platinum Collection-100%!Deep Pocket,Wrinkle & Fade Resistant (CalKing,Ivory). Home & Kitchen. Bedding.
S: Trijicon ACOG Scope Model Rubber Caps. Sports & Outdoors. Sports & Fitness. Trijicon.
T: 3.5mm Mic Adapter. Electronics. Camera & Photo. Unknown.
Answer: E