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

Input:
1st: Dell 15.6-Inch Gaming Laptop (6th Gen Intel Quad-Core i5-6300HQ Processor up to 3.2GHz, 8GB DDR3, 256GB SSD, Nvidia GeForce GTX 960M, Windows 10). Electronics. Computers...
2nd: LP156WH4 (TL)(N1) & (N2) LG NEW 15.6" HD LED LCD Laptop Screen/Display -TLN1, -TLN2 (or compatible model). Electronics. Computers & Accessories. LG.

Options:
A: New 15.6" Laptop LED LCD Screen with Glossy Finish and HD WXGA 1366 x 768 Resolution for GATEWAY Models: NE56R10U NE56R11U NE56R12U NE56R13U. Electronics. Computers...
B: Maxtor OneTouch 4 Lite 500 GB USB 2.0 Desktop External Hard Drive STM305004OTA3E1-RK. Electronics. Computers & Accessories. Seagate.
C: Lauryn Janae Clear Premium 16oz Large Wide-Mouth Coffee, Tea, Soup & Cereal Glass Cup Mug (Set of 2). Home & Kitchen. Kitchen & Dining. Lauryn...
D: Samsung Galaxy Tab 2 Garnet Red Edition Bundle with Case (7-Inch, Wi-Fi). Electronics. Computers & Accessories. Samsung.
E: Nikon AF-S FX NIKKOR 800mm f/5.6E FL ED Vibration Reduction Fixed Zoom Lens with Auto Focus for Nikon DSLR Cameras. Electronics. Camera & Photo. Nikon.
F: Docooler Wireless Stereo Bluetooth V4.0 Headphone for Mobile Cell Phone Laptop PC Tablet. Electronics. Headphones. Docooler.
G: EDO Tech Ultra Compact 5V Car Charger Vehicle Adapter Power Cord for Sirius XM Radio PowerConnect Docking Station Onyx Ez Plus Stratus 7 8 Starmate...
H: DOG MEMORIAL PICTURE FRAME: Until We Meet Again...Forever in My Heart You Will Be. Home & Kitchen. Home Dcor. DogPlay.
I: Vinyl Flannel Backed Indoor Outdoor Tablecloth - Spring/Summer 2016 - Rectangular - by Mainstays (60 x 84, Multi-Floral Medallion). Home & Kitchen. Kitchen & Dining...
J: Laural Home "Lavender Hope Shower Curtain, 71" by 74". Home & Kitchen. Bath. Laural Home.
K: Godinger Dublin Cracker Tray. Home & Kitchen. Kitchen & Dining. Godinger.
L: BOVKE for Graphing Calculator Texas Instruments TI-84 / Plus CE Hard EVA Shockproof Carrying Case Storage Travel Case Bag Protective Pouch Box. Electronics. Accessories &...
M: New Apple MacBook Air A1370 WXGA 11.6" LED LCD Screen GLOSSY B116XW05 V.0, LTH116AT01-A01, LP116WH4 (TP)(A1) & LP116WH4 (TJ)(A1) (compatible replacement screen). Electronics. Computers &...
N: MidwayUSA Compact Competition Range Bag PVC Coated Polyester Coyote.  MidwayUSA.
O: New Balance Men's 7-Inch Go 2 Shorts. Sports & Outdoors. Sports & Fitness. New Balance.
P: Ottomanson Multicolor Lemon Lime Design Vinyl Indoor & Outdoor Non-Woven Backing 55" Round Kitchen Picnic Tablecloth. Home & Kitchen. Kitchen & Dining. Ottomanson.
Q: Boone 3 Way Black Swivels, 50-Pound. Sports & Outdoors. Sports & Fitness. Boone.
R: Coavas Self-adhesive Window Film Static 17.7 By 78.7 Inch. Home & Kitchen. Home Dcor.
S: AIRHEAD Foot Pump. Sports & Outdoors. Sports & Fitness. Airhead.
T: Whynter UIM-155 Stainless Steel Built-In Ice Maker. Home & Kitchen. Kitchen & Dining. Whynter.
Answer: M