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

Input:
1st: Sleep Innovations Classic Memory Foam Pillow with Microfiber Cover, Made in the USA with a 5-Year Warranty - Standard Size. Home & Kitchen. Bedding. Sleep...
2nd: Holmes HAP222-UC1 Hepa Type Tabletop Air Purifier. Home & Kitchen. Heating, Cooling & Air Quality. Holmes.
3rd: bubba 52 oz mug classic black with gray bubba big straw. Home & Kitchen. Kitchen & Dining. BUBBA BRANDS.
4th: Cuisinart C55-01-12PCKS Advantage Color Collection 12-Piece Knife Set, Multicolor. Home & Kitchen. Kitchen & Dining. Cuisinart.
5th: George Foreman 9-Serving Basic Plate Electric Grill and Panini Press, 144-Square-Inch, Platinum, GR2144P. Home & Kitchen. Kitchen & Dining. George Foreman.
6th: Bissell Febreze Style 7 & 9 Post-Motor Filter for Upright Vacuums. Home & Kitchen. Vacuums & Floor Care. Bissell.
7th: ZVac 15Pk Compatible Vacuum Bags Replacement Bissell Style 1 7 Upright Vacuum Bags. Replaces Parts#30861, 3086, 32120, 32071 Fits: 3522 Series, 3545, 3550 Series, 3554...
8th: Oster Double Tiered Food Steamer, 5 Quart, White (CKSTSTMD5-W-015). Home & Kitchen. Kitchen & Dining. Oster.

Options:
A: LotFancy New Black keyboard for Acer Aspire 1430 1430Z 1551 1830 1830T 1830TZ ; Acer TravelMate 8172 8172T 8172Z ; Acer Aspire One 721 AO721...
B: FSA Installation Compound for Carbon Seatposts. Sports & Outdoors. Outdoor Recreation. FSA.
C: Kcpbl Plastic Blender for Nutone Built in Food Center 250, 251 and the Kitchen Center Power Base. Home & Kitchen. Kitchen & Dining. Kitchen Center.
D: ChefLand Nylon Baster with Rubber Bulb, White, 3-Pack. Home & Kitchen. Kitchen & Dining. ChefLand.
E: Clicgear GPS Watch Holder Mount. Electronics. GPS, Finders & Accessories. Clicgear.
F: Heat Factory 10 Hour Adhesive Body Warmer, 40-Pack. Sports & Outdoors. Outdoor Recreation. Heat Factory.
G: Under Armour Women's Around Town Beanie. Sports & Outdoors. Sports & Fitness. Under Armour.
H: PROAIM BMP60 S Long Blimp Microphone Windshield Shock Mount Mic Suspension System with FREE Fur Cover (BMP-60S). Electronics. Camera & Photo. PROAIM.
I: Nsstar™ Multifunctional One-trip Grip Bag Holder Carrier with Self-locking Thumb for Home Shopping Grocery Bag Grips Holder Handle Carrier Tool with 1PCS Free Cup Mat...
J: ASUS ROG POSEIDON-GTX780-P-3GD5 Graphics Card. Electronics. Computers & Accessories. Asus.
K: Kastar Laptop AC Adapter Charger Power for Samsung NP355E5C-A01US NP365E5C-S01US NP365E5C-S02US NP365E5C-S03US NP365E5C-S04US NP365E5C-S05US NP350E7C-A01US NP370R5E-S01CA. Electronics. Computers & Accessories. Kastar.
L: Sotek Amplified HDTV Antenna Indoor - 50 Mile Range with Detachable Amplifier Power Supply for the Highest Performance and 13 ft Coax Cable. Electronics. Accessories...
M: Ultra Portable Metallic Mini Wireless Bluetooth Speaker with 3.5 Mm Aux Port Loud and Enhanced Bass Boost,hands Free with Built in Mic Speaker System and...
N: Tyler 2 Wick Diva Scented Candle, 11 oz. Home & Kitchen. Home Dcor. Tyler.
O: Monster Cable HDMI1000HD4M MC1000HD-4M Ultra-High Speed HDMI Cable. Electronics. Accessories & Supplies. Monster.
P: comenzar Flameless Candles, Battery Candles Real Wax Pillar Candles Set of 12D2.2 x H6 led Candles with Remote Timer(Batteries not Included). Home & Kitchen. Home...
Q: Ozeri ZK14-R Pronto Digital Multifunction Kitchen and Food Scale, Red. Home & Kitchen. Kitchen & Dining. Ozeri.
R: SHIMANO 105 CN-5600 Chain. Sports & Outdoors. Outdoor Recreation. SHIMANO.
S: Elegance Linen ® 1500 Thread Count WRINKLE RESISTANT 4 pc Sheet set, Deep Pocket - All Size and Colors , California King Purple. Home &...
T: Ultra Spec Cables 1 Ft (1ft) Cat6 Ethernet Network Patch Cable Black (20 PACK lot). Electronics. Computers & Accessories. Ultra Spec Cables.
Answer: Q