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

Input:
1st: 100 Foot Pennant Banner, 48 Multicolor Weatherproof Flags | Fun, Versatile Party Decor For Kid's Parties, Carnivals, Indoor and Outdoor Events. Home & Kitchen. Event...
2nd: Mini Red Striped Popcorn Boxes - 24 ct by Party Supplies. Home & Kitchen. Event & Party Supplies. Party Supplies.
3rd: PackIt Freezable Classic Lunch Box, Camo. Home & Kitchen. Kitchen & Dining. PackIt.

Options:
A: Apple MC007LL/A 27-Inch LED Cinema Display. Electronics. Computers & Accessories. Apple.
B: LED SopoTek 10ft 30 LEDS Starry Lights Fairy Lights Copper LED Lights Strings AA Battery Powered Ultra Thin String Wire(30 Leds Warm white Battery not...
C: Baby Bottle, 4.25" Tall, Pack of 24, Party Favor. Home & Kitchen. Event & Party Supplies. Art Cove.
D: Chef Essential Stainless Steel Salad Spinner with Non-Slip Serving Bowl, Colander and Strorage Lid. Home & Kitchen. Kitchen & Dining. Chef Essential.
E: JWH Custom CNC Round Stainless Steel Handle .22LR Ruger 10/22 10 22. Sports & Outdoors. Sports & Fitness. JWH Custom.
F: Bigger Peony Petals Cutter, 4pcs/set Gum Paste Flowers Cake Decorating Cutter Fondant Mold Sugar Tools. Home & Kitchen. Kitchen & Dining. LaCasa.
G: Adorox Banana Hanger Hook Organizer (1 Hook). Home & Kitchen. Storage & Organization.
H: Kenmore 79159 Elite Black 1.5 cu. ft. Countertop Microwave w/ TrueCookPlus Technology. Home & Kitchen. Kitchen & Dining. Kenmore.
I: SMS Street by 50 Star Wars 2nd Edition Headphones (Chewbacca). Electronics. Headphones. SMS Audio.
J: Hp P400 Battery Pack Module. Electronics. Computers & Accessories. HP.
K: ULAK Amazon Fire Case, Fire 7 Case - Premium PU Leather Folio Stand Case Flip Cover Ultra Lightweight Slim-Shell for Amazon Fire Tablet 7" (7...
L: RCA VH914R Stereo Dubbing Cable (12 ft). Electronics. Accessories & Supplies. RCA.
M: Sistema To Go Collection Snack Container, 13.5 oz./0.4 L, Color Received May Vary. Home & Kitchen. Kitchen & Dining. Sistema.
N: Valersy Bluetooth Headphones V4.0 with Microphone Wireless Noise Cancelling Stereo Sport In-Ear Earbuds for iPhone and Smart Phones (White). Electronics. Headphones. Valersy.
O: KHOMO: Pack of 2pcs Super Long 6ft (SIX Feet!) USB Data Charging Cable for Asus Eee Pad Transformer Prime TF101 TF201 (High Quality Rubberized Cable,...
P: Cuisinox Stainless Steel Cuisinox Milano 4-Cup Espresso Coffeemaker. Home & Kitchen. Kitchen & Dining. Cuisinox.
Q: Microplane Premium Zester Grater -Made in USA stainless steel blade -for zesting citrus and grating cheese -Soft Touch Handle - Red. Home & Kitchen. Kitchen...
R: Refill Pages for JMV-207 Extra Large Magnetic Page X-Pando Photo Album. Home & Kitchen. Home Dcor. Pioneer Photo Albums.
S: Browning STRIKE FORCE HD Sub Micro Trail Camera (10MP) with 16GB Memory Card. Electronics. Camera & Photo. Browning.
T: SEACHOICE Bahamas Courtesy Flag. Sports & Outdoors. Sports & Fitness. SEACHOICE.
Answer: M