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

Input:
1st: MEElectronics M9P Flat Cable In-Ear Headphone with Headset Functionality and Universal Volume Control, Second Generation (Pearl). Electronics. Headphones. MEElectronics.
2nd: Denon AH-C260 Acoustic Luxury In-Ear Headphones (Black). Electronics. Headphones. Denon.
3rd: SOUL by Ludacris SL49 Ultra Dynamic In-Ear Headphones (Discontinued by Manufacturer). Electronics. Headphones. SOUL by Ludacris.
4th: SOL REPUBLIC 1101-33 AMPS In-Ear Headphones with Free Ear Tips for Life - Red. Electronics. Headphones. SOL REPUBLIC.
5th: Sony MDR-EX100AP/P In-Ear Headphone Earbuds (Pink). Electronics. Headphones. Sony.

Options:
A: Culina 4-piece German Steel Steak Knife Set. Home & Kitchen. Kitchen & Dining. Culina.
B: 100% Beeswax Taper Candles 9½" Tall Natural Color Box of 4 Candles Cotton Wick. Home & Kitchen. Home Dcor. General Wax.
C: DigitNow! BR106 HDMI Full HD 1080P Video Record Box/Capture Box. Electronics. Accessories & Supplies. DIGITNOW.
D: 8oz Bacon & Bourbon Man Candle Hand poured 100% Soy Wax Scented Candle by Silver Dollar Candle Co. - Maple, Gifts for Men. Home &...
E: Elongdi 0.3mm / 2.5D Round Edge Bubble-Free 9H Hardness Tempered Glass Screen Protector for iPad Pro (Transparent). Electronics. Computers & Accessories. Elongdi.
F: V-Moro Fitbit Blaze Bands, Accessory Classic Band Bracelet Replacement Strap Sport Bands with Metal Frame for Fitbit Blaze Smart Fitness Watch (2-Pack, Tempered Glass). Electronics...
G: Panasonic HC-V130K Full HD 38X Camcorder Video Camera with 3.0-Inch LCD (Black) (Discontinued by Manufacturer). Electronics. Camera & Photo. Panasonic.
H: SealLine Baja Dry Bag (2016 Model), Yellow, 10-Liter. Sports & Outdoors. Sports & Fitness. SealLine.
I: Eastland 16" Round Beveled Centerpiece Table Mirror Set of 6. Home & Kitchen. Home Dcor. Eastland.
J: Tabsuit® Black PU Leather Case Cover Stand for Dragon Touch M8 Tablet and and more 8''Tablets. Electronics. Computers & Accessories. TabSuit.
K: iOttie Active Edge Bike & Bar Motorcycle Mount for iPhone 7/6 (4.7), Galaxy S6/S6 Edge & GoPro Hero 4, Hero 3, Hero 3+ - Black...
L: JLab Audio Wood and Metal Fusion Natural Acoustic Sound Earbuds Style Earphones - Ebony/Titanium. Electronics. Headphones. JLAB.
M: TP-Link 8-Port Gigabit Ethernet PoE+ Unmanaged Energy-efficient Switch with 124W 8-PoE+ Ports | Plug and Play | Metal | Desktop/Rackmount | Lifetime (TL-SG1008PE). Electronics. Computers...
N: Mpow Ground Loop Noise Isolator for Car Audio/Home Stereo System with 3.5mm Audio Cable (Black). Electronics. Car & Vehicle Electronics. Mpow.
O: Gxilee DC 12V 2A Switching Power Supply Adapter 24watt Output Power Converter Transformer for 3528 2835 5050 5630 SMD Led Light Strip, led Tape Light...
P: Hatop Decorative Linen blend Square Letters Throw Pillow Case Decor Cushion Covers (D). Home & Kitchen. Bedding. Hatop.
Q: Timber Wolf Full Tang Ninja Sword Machete with Shoulder Scabbard - All Black Stealth Combat Sword with Multi Carry Options. Sports & Outdoors. Sports &...
R: Equinox Katahdin Pack. Sports & Outdoors. Outdoor Recreation. Equinox.
S: A Cheerful Giver Candle Jar Holder, Heart. Home & Kitchen. Home Dcor. A Cheerful Giver.
T: Go2Link Black Rectangle 8-Port USB 2.0 Data HUB Splitter Adapter for IMAC, MacBook Pro, MacBook Air, Mac Mini, Desktop and Laptop. Electronics. Accessories & Supplies...
Answer: L