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

Input:
1st: Apple TV MD199LL/A. Electronics. Television & Video. Apple.
2nd: Anker Classic Portable Wireless Bluetooth Speaker, Powerful Sound with Enhanced Bass, 20 Hour Battery Life, and Built-in Mic, Works with iPhone, iPad,Nexus, Laptops and More...
3rd: LCD LED Display Screen Assembly for Apple MacBook Pro Retina Display 15" Model A1398. (Mid 2012 Early 2013). Electronics. Computers & Accessories. Generic.
4th: Samsung 32GB up to 48MB/s EVO Class 10 Micro SDHC Card with Adapter (MB-MP32DA/AM). Electronics. Computers & Accessories. Samsung.

Options:
A: Celestron 44121 Microscope Kit. Electronics. Camera & Photo. Celestron.
B: Carson Hawk Kids 30mm Beginner Field Binoculars. Electronics. Camera & Photo. Carson.
C: NFL Team Post Earrings. Sports & Outdoors. Fan Shop. aminco.
D: Spring Butterflies Shower Curtain 70" X 70" Nylon Sealed Packing!. Home & Kitchen. Bath. Happy Homewares.
E: Oster CKSTYM1012 Mykonos Greek Digital Yogurt Maker, 2-Quart. Home & Kitchen. Kitchen & Dining. Oster.
F: THECUS N4100EVO 4 Bay DLNA SATA RAID NAS System - Diskless. Electronics. Computers & Accessories. Thecus.
G: 2016 Easton FP16S312 FS3 Fastpitch Softball Bat. Sports & Outdoors. Sports & Fitness. Easton.
H: GoPro Remote 1.0 and Wrist Housing Bundle. Electronics. Camera & Photo. GoPro.
I: Kingston Digital 16 GB Class 4 microSDHC Flash Card with SD Adapter (SDC4/16GBET). Electronics. Computers & Accessories. Kingston.
J: 43x Wide Angle Lens Kit for CANON Rebel (SL1 T5i T4i T3i T3 T2 T2i T1i XT XTi XSi XS), CANON EOS (1100D 650D 600D...
K: Panasonic SR-MS182 Fuzzy-Logic 10-Cup Rice Cooker, White. Home & Kitchen. Kitchen & Dining. Panasonic.
L: OXO Good Grips Mini Silicone Flexible Pancake Turner/Spatula, Black. Home & Kitchen. Kitchen & Dining. OXO.
M: Navadeal 12Pcs Vintage Hot Cold Water Faucet Shape Anti Rust Bath Shower Curtain Rings. Home & Kitchen. Bath. NAVADEAL.
N: Oreck Ultimate Handheld Bagged Canister Vacuum, CC1600 - Corded. Home & Kitchen. Vacuums & Floor Care. Oreck.
O: Tenn Mens Driven 5K Waterproof/Breathable Cycling Trousers. Sports & Outdoors. Outdoor Recreation. Tenn-Outdoors.
P: Everydaysource Car Cassette Adapter Converter+Charger Compatible With iPod MP3. Electronics. Portable Audio & Video. EverydaySource.
Q: Yamaha BD-A1020 AVENTAGE Blu-Ray Disc Player. Electronics. Television & Video. Yamaha.
R: IPPINKA Nawrap Binchotan Dishcloth, Naturally Antibacterial, Purple X Charcoal. Home & Kitchen. Kitchen & Dining. IPPINKA.
S: 4K HDMI Cable/HDMI Cord 15ft - Ultra HD 4K Ready HDMI 2.0 (4K@60Hz 4:4:4) - High Speed 18Gbps - 28AWG Braided Cord-Ethernet /3D / ARC/CEC...
T: 100 ft. Copper Fairy String Light with 300 Warm White Starry LEDs, Bendable Plugin Wire, Timer, Indoor/Outdoor Use, UL Listed. Home & Kitchen. Seasonal Dcor...
Answer: I