Instruction: The user's purchase history implies her preferences. Rank the items in the options based on the user's preferences. Output the item that the user is most likely to purchase next from the options.

Input:
1st: Canon EF-D Focusing Screen for Canon EOS 40D Digital SLR Camera. Electronics. Camera & Photo. Canon.
2nd: Plugable 10-Port USB 3.0 SuperSpeed Hub with 48W Power Adapter and Two Flip-Up Ports for Additional Devices. Electronics. Computers & Accessories. Plugable.
3rd: Marware C.E.O. Hybrid for Kindle Fire, Black (will not fit HD or HDX models). Electronics. Computers & Accessories. Marware.
4th: Pwr Power Adapter 65W 45W Charger for Asus Laptop: UL Listed Extra Long 12FT Cord X551 X551C X551CA X551M X551MA X551MAV X550 X552 X550LN X552LAV...
5th: Archival 35mm Size Negative Pages Holds Seven Strips of Five Frames - 100 Pack. Electronics. Camera & Photo. Print File.
6th: Marware C.E.O. Hybrid for Kindle Fire, Black (will not fit HD or HDX models). Electronics. Computers & Accessories. Marware.
7th: Mediabridge HDMI Cable (6 Feet) Supports 4K@60Hz, High Speed, Hand-Tested, HDMI 2.0 Ready - UHD, 18Gbps, Audio Return Channel. Electronics. Accessories & Supplies. Mediabridge.
8th: Mediabridge 3.5mm Male to 2-Male RCA Adapter (12 Feet) - Step Down Design - (Part# MPC-35-2XRCA-12 ). Electronics. Accessories & Supplies. Mediabridge.
9th: Mediabridge HDMI Cable (10 Feet) Supports 4K@60Hz, High Speed, Hand-Tested, HDMI 2.0 Ready - UHD, 18Gbps, Audio Return Channel. Electronics. Accessories & Supplies. Mediabridge.
10th: MagicFiber Microfiber Cleaning Cloths, 30 PACK. Electronics. Camera & Photo. MagicFiber.
11th: Earphones Plus brand 135-B-6BLK-6CLR-XS Replacement earphone cushions, replacement earbud tips, 12 pairs size extra small + 1 bonus memory foam pair, black and clear. Electronics...
12th: 3 Pairs, Gray - fits extra small to small ears - "Squish Fit" memory foam earphone cushions by Earphones Plus - Fits most earbud style...
13th: STK Canon BP-511 BP-511a Battery - 2 Pack 2200mAh for 30D, Digital Rebel, G5, 50D, 5D, G3, 40D, G1, 20D, D60, G6, G2, Pro 1,...
14th: iPad Air 2 Case - roocase Orb 360 Rotating Folio Leather Cover with Sleep/Wake Feature for Apple iPad Air 2 (2014) with Stand Support Landscape,...
15th: Dmax Armor for AT&T Trek HD Screen Protector, (NOT Fit For Trek 2 HD) [Tempered Glass] 0.3mm 9H Hardness, Anti-Scratch, Anti-Fingerprint, Bubble Free, Ultra-clear. Electronics...

Options:
A: ASleek Black Gym Running Sport Armband Case Compatible With Samsung Galaxy S3 SIII i9300. Sports & Outdoors. Fan Shop. JIA 8 SHOP.
B: ALPS Mountaineering Tasmanian 3-Person Tent Floor Saver. Sports & Outdoors. Outdoor Recreation. ALPS Mountaineering.
C: iWooplus Heavy Duty Sturdy Resistance Band Door Anchor Attachment with Solid Nylon core Protect DoorBodybuilding at Home Super Strong Nylon Webbing and High Quality Neoprene...
D: Invincible Marine BR53304 MotorFlusher Dual Feed Rubber. Sports & Outdoors. Sports & Fitness. Invincible Marine.
E: [3-Pack] Supershieldz- Anti-Glare & Anti-Fingerprint (Matte) Screen Protector for Lenovo A10-70 / A7600 Tablet + Lifetime Replacements Warranty [3-PACK] - Retail Packaging. Electronics. Camera &...
F: Victorinox Tomatoknife yellow. Home & Kitchen. Kitchen & Dining. Victorinox.
G: Cables Unlimited ZIP-USB2-C01 ZipLinq Retractable USB 2.0 Cable. Electronics. Computers & Accessories. Cables Unlimited.
H: Memory Foam Neck Pillow - Double Contour - Chiropractor Approved - Washable Soft Bamboo Cover - Made in USA - Great for Neck Pain, Sleeping...
I: Headphone Adapter 3.5mm Earphone Jack Adaptor Charger for iPhone7/7Plus iPhone8/8Plus iPhoneX/Xs/XR. Electronics. Accessories & Supplies. Aecoke.
J: Retevis Two Way Radio Antenna Soft Dual Band Antenna 144/430MHz SMA-F Antenna for Baofeng UV5R 888S Kenwood Retevis H-777 RT21 Walkie Talkies (1 Pack). Electronics...
K: XSPC Radiator Gasket, 480mm, 2-Pack. Electronics. Computers & Accessories. XSPC.
L: MKS Esprit Pedal 9/16" Silver. Sports & Outdoors. Outdoor Recreation. MKS.
M: 50 11x14 UNCUT mat matboard White Color. Electronics. Camera & Photo. Golden State Art.
N: Blaze and the Monster Machines 34"x22" Art Print Poster. Home & Kitchen. Wall Art. Trends International.
O: Cuisinox Citrus Reamer. Home & Kitchen. Kitchen & Dining. Cuisinox.
P: Bose SoundTouch Controller, Black. Electronics. Accessories & Supplies. Bose.
Q: ZOTAC ZBOX Intel Atom D525 1.8 GHz Dual Core All-in-One Mini-PC ZBOX-ID41-PLUS-U. Electronics. Computers & Accessories. ZOTAC.
R: 3-Year Camera/Camcorder + ADH Plan under $700. Electronics. Electronics Warranties. SmartGuard.
S: Wilson Perforated Pro Tennis Racquets Over Grip. Sports & Outdoors. Sports & Fitness. Wilson.
T: All-New Nupro Kindle Case - Blue White (8th Generation). Electronics. eBook Readers & Accessories. Nupro.
Answer: I