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

Input:
1st: GE 98733 Premium In Ear Noise Isolating Headset Earphones/Earbuds/Headphones with Stereo Microphone & Remote Control Made for Apple iPhone iPad iPod Samsung Galaxy and More...
2nd: iMainGo 2 3.5mm Aux Portable Speaker Case. Electronics. Portable Audio & Video. Imaingo.
3rd: Koss 'The Plug' In-Ear Headphones (Black). Electronics. Headphones. Koss.
4th: BaoFeng Pofung UV-82 Dual Band Two-Way Radio 136-174MHz VHF & 400-520MHz UHF (Black). Electronics. Portable Audio & Video. BaoFeng.
5th: Cosmos 1 Pair Replacement Earpad Ear Pad Cushion for Bose Quietcomfort Qc3 Headphones. Electronics. Accessories & Supplies. Cosmos.

Options:
A: Velox Rim Strip, Rim Tape. Sports & Outdoors. Outdoor Recreation. Velox.
B: Nite IZE Flashflight LED Light Up Flying Disc, Glow in The Dark for Night Games. Sports & Outdoors. Sports & Fitness. Nite Ize.
C: Crystal Glass Lotus Incense Cone Burner Votive T-light Candle Holder Meditation Flower Buddha. Home & Kitchen. Home Dcor. Albela.
D: Fujifilm FinePix T550 16MP Digital Camera with 3-Inch LCD (Red) (OLD MODEL). Electronics. Camera & Photo. Fujifilm.
E: Radians 430-EHP Electronic Earmuffs (NRR 27dB). Sports & Outdoors. Sports & Fitness. Radians.
F: Backpacker's Pantry Coconut Key Lime Pie, Two Serving Pouch, (Packaging May Vary). Sports & Outdoors. Outdoor Recreation. Backpacker's Pantry.
G: Maxon's Trade "T-Tip" 45W 60W 85W AC Power Adapter DC Repair Cable Cord " T " Connector for Apple MAC MacBook Pro Laptop (for Magsafe2...
H: VONOTO 7 in 1 Micro USB 3.0 OTG Host adapter HUB OTG SD(HC)/MS/M2/TF Card reader,3 USB 2.0 Port Adapter HUB, and OTG Adapter, Compatible with...
I: Dahon Speed D7 Folding Bike, One Size. Sports & Outdoors. Outdoor Recreation. Dahon.
J: Appleberry Attic Chevron Table Runner Collection (Grey) Handmade in USA. Home & Kitchen. Kitchen & Dining. Appleberry Attic.
K: Sweese 1109 Porcelain Fluted Bowl Set - 26 OZ Deep and Microwavable for Cereal, Soup - Set of 6, Hot Assorted Colors. Home & Kitchen...
L: Black Down Alternative Comforter Set Extra Long Twin XL. Home & Kitchen. Bedding.
M: TrackR bravo - Silver (Discontinued by Manufacturer). Electronics. GPS, Finders & Accessories. TrackR bravo.
N: Adagio Teas 17 oz. Petit Glass Teapot & Infuser. Home & Kitchen. Kitchen & Dining. Adagio Teas.
O: HP Turbo Silver 15.6" 15-ac143wm Laptop PC with Intel Core i5-5200U Processor, 6GB Memory, 1TB Hard Drive and Windows 10 Home. Electronics. Computers & Accessories...
P: The Amazing WUBBLE BUBBLE Ball ~ PINK ~ NO PUMP. Sports & Outdoors. Sports & Fitness. NSI.
Q: 1 X Spiderman 10 Oz Thermos Funtainer Bottle. Home & Kitchen. Kitchen & Dining. Marvel.
R: Mellanni Bedspread Coverlet Set Light-Gray Comforter Oversized 3-Piece Quilt Set (King/Cal King, Light Gray). Home & Kitchen. Bedding. Mellanni.
S: Dark Wolf 1 Set of Skateboard Bearings ABEC 9 Speed Stainless Green 8pcs with 4pcs Spacers. Sports & Outdoors. Outdoor Recreation. Dark Wolf.
T: Willow Tree Memory Box, Embrace. Home & Kitchen. Home Dcor. Demdaco.
Answer: M