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: MCS 12.75x12.75 Inch Shadow Box Frame Holds 12x12 Inch Scrapbook Page, Black (40950). Home & Kitchen. Home Dcor. MCS.
2nd: LE 39.37 ft (6.5ft lead cable included) 100 LED Solar Rope Lights, Waterproof Outdoor Rope Lights, 3000K, Warm White, Portable, LED String Light with Light...
3rd: Homasy 200ml Aroma Essential Oil Diffuser, Wood Grain, Night Light with 7 Color LED Changing for Yoga Spa Home Office Room. Home & Kitchen. Heating,...

Options:
A: HappyGo Vacuum Insulated Water Bottle with a Handle Cup Tea Coffee Thermos Travel Mug 17oz. Home & Kitchen. Kitchen & Dining. Happygo.
B: Avenir Shimano RM30/Weinmann XC-260 32H QR Rear Wheel with 8/9 Speed Cassette Compatible Hub (Silver, 700 x 24mm). Sports & Outdoors. Outdoor Recreation. Avenir.
C: Pro chef's knife, 8-In Kitchen knife High Carbon, Stainless Steel Knives for chef with Ergonomic Equipment Handle. Home & Kitchen. Kitchen & Dining. NEWONE.
D: Honeywell HYF023W Comfort Control Tower Fan, Wide Area Cooling, White. Home & Kitchen. Heating, Cooling & Air Quality. Honeywell.
E: Wilton 406-9464 Practice Board Set. Home & Kitchen. Event & Party Supplies. Wilton.
F: Package of 10 Stem For Vertical Window Blind White (Covering Treatment Hardware). Home & Kitchen. Home Dcor. Champion.
G: Pandamimi 360 degree Rotating Smart Cover Leather Case (Multi-Angle, Stylus strap) for Apple iPad Mini 7.9 Inch With Bonus Stylus and Screen Protector - Purple...
H: ArmorSuit MilitaryShield - Apple iPod Touch 4G, 4th Generation, 4th Gen Screen Protector - Anti-Bubble Ultra HD Shield w/Lifetime Replacements. Electronics. Computers & Accessories. ArmorSuit.
I: K-Board Smart Keyboard. Electronics. Computers & Accessories. Keith McMillen Instruments.
J: KomalC 15 Inch Retro Buffalo Hunter Leather Laptop Messenger Bag Office Briefcase College Bag. Electronics. Computers & Accessories. KomalC.
K: CFF Multi Purpose Sled Harness Vest - Large/X-Large. Sports & Outdoors. Sports & Fitness. CFF FIT.
L: Lillian Rose Black Groom Gift Keepsake Socks Wedding Party. Home & Kitchen. Event & Party Supplies. Lillian Rose.
M: Stainless Steel Electric Kettle by LiBa – 1500-Watt Cordless Electric Kettle With Auto Shut Off, Boil Dry & Overheating Protection – Food Grade, Brushed Stainless...
N: Klipsch RF-42II Home Theater Bundle-FREE BIC Acoustech PL-200. Electronics. Television & Video. Klipsch.
O: Aquamira - Chlorine Dioxide Water Treatment Two Part Liquid. Sports & Outdoors. Sports & Fitness. Aquamira.
P: Bose Acoustimass 6 Series V Home Theater Speaker System (Black). Electronics. Home Audio. Bose.
Q: GBC(R) CombBind 19-Ring Plastic Binding Combs, 1/2in., 85-Sheet Capacity, Black, Box Of 100. Electronics. Accessories & Supplies. Quartet.
R: Relefree Bicycle Fenders Lightest MTB Front Mud Guards Tire Tyre Mudguard For for Mountain BMX Racing Touring Road Bike. Sports & Outdoors. Outdoor Recreation. Relefree.
S: Elite Survival Covert Operations Discreet Rifle Case. Sports & Outdoors. Sports & Fitness. Elite Survival.
T: SMDV Diffuser SPEEDBOX-S65B - Professional 26-inch Quick Folding Dodecagon Softbox Diffuser - Bowens S-Type Mount - Legio Limited Edition. Electronics. Camera & Photo. SMDV.
Answer: D