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

Input:
1st: Breville BJE200XL Compact Juice Fountain 700-Watt Juice Extractor. Home & Kitchen. Kitchen & Dining. Breville.
2nd: Eureka Quick-up Cordless 2-in-1 Stick Vacuum, 96H. Home & Kitchen. Vacuums & Floor Care. Eureka.
3rd: Genuine Eureka Replacement Battery 60776/68112 - For 96 Series Vacuums. Home & Kitchen. Vacuums & Floor Care. Eureka.
4th: Genuine Eureka STK Filter 61544B - 1 filter. Home & Kitchen. Vacuums & Floor Care. Eureka.
5th: T-fal TL6802 4-Slice Digital Toaster with Bagel Function, Black. Home & Kitchen. Kitchen & Dining. T-fal.
6th: George Foreman 4-Serving Removable Plate Grill and Panini Press, Red, GRP360R. Home & Kitchen. Kitchen & Dining. George Foreman.
7th: Update International (RE-115) Serving Spoons - Regency Series [Set of 12]. Home & Kitchen. Kitchen & Dining. Update International.
8th: Corelle Square 16-Piece Dinnerware Set, Pure White, Service for 4. Home & Kitchen. Kitchen & Dining. Corelle.
9th: Corelle Coordinates Splendor Acrylic Tumbler Glasses, 19-Ounce, Set of 6. Home & Kitchen. Kitchen & Dining. Reston Lloyd.

Options:
A: Ridgeway by Kelty Hydration Back Pack - Orange. Sports & Outdoors. Outdoor Recreation. Kelty.
B: NeoSport 3-mm XSPAN Glove. Sports & Outdoors. Outdoor Recreation. Neo-Sport.
C: Unique Loom 3134071 Sofia Area Rug, 3' x 5', Beige. Home & Kitchen. Home Dcor. Unique Loom.
D: Vanxse Cctv 1200tvl Hd Sony Cmos 3pcs Array Leds Ir-cut 1.8mm fisheye Lens Panoramic 360 degree Armour Dome Security Camera Analog Surveillance Camera +DC12V1A Power...
E: Haan 8 piece Microfiber Pads for FS-20, FS-30 and FS-50 Models. Home & Kitchen. Vacuums & Floor Care. Haan.
F: Lenmar Coin Cell Battery Replaces OEM Kodak K58L Nikon F-1 Sony CR1/3N. Electronics. Camera & Photo. Lenmar.
G: Vandor Superman 12-Ounce Double Wall Ceramic Travel Mug with Silicone Lid, Multicolored. Home & Kitchen. Kitchen & Dining. Vandor.
H: Malden International Designs Classic Mouldings Off White Distressed Picture Frame, 8x10, Off White. Home & Kitchen. Home Dcor. Malden International Designs.
I: Father's Day Gift Best Dad Ever Birthday Gift New Dad Gift Coffee Mug Tea Cup White. Home & Kitchen. Kitchen & Dining. ThisWear.
J: ASUS External Card Reader for Transformer-Series Tablets. Electronics. Computers & Accessories. Asus.
K: Oggi 5124 Round Storage Bowls, Set of 4. Home & Kitchen. Kitchen & Dining. Oggi.
L: MaxxAir HVDF4UPS High Velocity 4" Metal 5V Desk Fan with 4 Aluminum Blades. Home & Kitchen. Heating, Cooling & Air Quality. Maxx Air.
M: Utopia Kitchen 12 Pack Flour-Sack Towels - 100% Pure Ring Spun Cotton Kitchen Towels - Multi-Purpose - Highly Absorbent. Home & Kitchen. Kitchen & Dining...
N: Citronella (Mosquito Repellant) Scented Blended Soy Candle for INDOOR Use by Just Makes Scents (8 fl oz). Home & Kitchen. Home Dcor. Just Makes Scents...
O: Spherification Mold (Molecular Gastronomy). Home & Kitchen. Kitchen & Dining. Modernist Pantry.
P: 6600mAh Battery for HP G42 G42t G62 G72 G72t HSTNN-178C HSTNN-179C. Electronics. Computers & Accessories. Bay Valley Parts.
Q: 8 Pieces Sage Green Beige Brown Luxury Stripe Comforter (90"x92") Bed-in-a-bag Set Queen Size Bedding. Home & Kitchen. Bedding. Grand Linen.
R: WD SE 4TB Datacenter Hard Disk Drive - 7200 RPM SATA 6 Gb/s 64MB Cache 3.5 Inch - WD4000F9YZ. Electronics. Computers & Accessories. Western Digital.
S: Celebrity Collection, Wedding Memory Book, White. Home & Kitchen. Home Dcor. Beverly Clark.
T: CounterArt Set of 4 Reversible Decofoam Placemats, Botanical Birds. Home & Kitchen. Kitchen & Dining. CounterArt.
Answer: M