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

Input:
1st: Amscan Luau Party Personalized Giant Sign Banner Set. Home & Kitchen. Event & Party Supplies. Amscan.
2nd: Fun Express Orange, Pink, Green, Yellow. Home & Kitchen. Event & Party Supplies. Fun Express.
3rd: 100 assorted Flower leis -wholesale LUAU party supplies. Home & Kitchen. Event & Party Supplies. wholesale-distributor.
4th: Fun Express Message in a Bottle Luau Tropical Pool Party Invitations (1-Pack of 12). Home & Kitchen. Event & Party Supplies. Fun Express.
5th: Glass Candle Cup - Clear - 2.5 x 2.375 inches. Home & Kitchen. Home Dcor. Darice.
6th: Wilton Mini Bundt Fluted Tube Cake Pan, 12-Cavity. Home & Kitchen. Kitchen & Dining. Wilton.
7th: R&M Gingerbread Boy 5" Cookie Cutter in Durable, Economical, Tinplated Steel. Home & Kitchen. Kitchen & Dining. CybrTrayd.
8th: Two-Color Foil Party Picks (100PC). Home & Kitchen. Kitchen & Dining. Fun Express.
9th: USA Pan Bakeware Aluminized Steel Hearth Bread Pan. Home & Kitchen. Kitchen & Dining. USA Pan.
10th: KitchenAid 4162144 Replacement Knife Parts. Home & Kitchen. Kitchen & Dining. KitchenAid.
11th: Ice Cream Scoop - 3 Piece Stainless Steel with Trigger Cookie - Melon Scoop Spoon Set Small - Medium - Large. Home & Kitchen. Kitchen...
12th: Dog/Brat/Cornbread Cooker - Cast Iron. Home & Kitchen. Kitchen & Dining. Rome Industries.
13th: Wilton Non-Stick Mini Tart Pan, 12-Cavity. Home & Kitchen. Kitchen & Dining. Wilton.
14th: Onelee - Custom Star Wars Pillowcase Standard Size 20x30(one side). Home & Kitchen. Bedding. Onelee.
15th: OEO Cake Plunger and Cutter Moulds Star Wars 1 Set (4pcs). Home & Kitchen. Kitchen & Dining. FRE.
16th: Star Wars Press-and-Stamp Cookie Cutters Set of 4: Death Star, Millennium Falcon, Vader's Tie Fighter, X-Wing Fighter. Home & Kitchen. Kitchen & Dining. Unbranded.
17th: Wilton 710-3035 Star Wars Icing Decorations. Home & Kitchen. Kitchen & Dining. Wilton.
18th: 30-Pack Aluminum Half-Size Roasting Pans - Super-Thick 9x13" Standard Size Chafing Pans Tins - Eco-Friendly Recyclable Aluminum - Portable Food Storage Containers - By MontoPack...
19th: Pack of 3 sets LED Moon Lights 20 Micro Starry LEDs on Silver Extra Thin Copper Wire, 2 x CR2032 Batteries Required and Included, 3.5...

Options:
A: Sony VAIO Fit Series SVF1421ACXB  Laptop (Windows 8, Intel Pentium 2117U Processor, 14 inches Display, SSD: 500 GB, RAM: 4 GB DDR3) Black. Electronics...
B: Moshi iVisor Screen Protector AG Anti-Glare/Matte for The New iPad / iPad 2 3 - Black (Newest Model). Electronics. Computers & Accessories. Moshi.
C: Cybrtrayd Life of the Party D100 Bite Size Tea Pot Kettle & Demi Tasse Cup Chocolate Candy Mold in Sealed Protective Poly Bag Imprinted with...
D: NaRaMax 853031010308 Sand Art Funnels-12 pc, Pack of 1, NO. Home & Kitchen. Kitchen & Dining. NaRaMax.
E: Selenium D250-X Phenolic Compression Driver. Electronics. Car & Vehicle Electronics. Selenium.
F: Takeya Classic Glass Water Bottle with Silicone Sleeve, Snow/Cobalt, 16-Ounce. Sports & Outdoors. Sports & Fitness. Takeya.
G: Fred KITCHEN KONG Gorilla Whisk. Home & Kitchen. Kitchen & Dining. Fred & Friends.
H: 65W 90W Dell Inspiron Charger - AC Adapter for Dell Inspiron 15 15R 17 17R Series 1545 5559 5558 5555 5100 N5110 1525 3520 3521...
I: iPad mini case for kids, Feitenn Non-toxic Light weight 3D Cartoon Butterfly EVA Shockproof Drop proof Stand Case for Ipad Mini / Mini 2 /...
J: Pack of 6 LED Moon Lights 20 Micro Starry LEDs on Silver Extra Thin Copper Wire, 2 x CR2032 Batteries Required and Included, 7Ft (2m)...
K: Dell Latitude 6430U 469-3884 14 LED Ultrabook Intel Core i5-3427U 1.80 GHz 4GB DDR3 128GB SSD Intel HD Graphics 4000 Windows 7 Professional. Electronics. Computers...
L: Rule 25D Submersible Bilge Pump, 500 Gallon per Hour, 12 Volt DC, Non-Automatic,Red/White/Blue. Sports & Outdoors. Sports & Fitness. Rule.
M: Pwr Charger Replacement Adapter Compatible with Asus K55 K55A K55N K60I A52F A53E A53U A53S A54C A55A A55VD U46E U47A U50A U57A S46CA S56C S56CA...
N: 3 Zippered Compartments/Classic Fanny Pack/Hip Pack. Sports & Outdoors. Outdoor Recreation. Shop123go-Sporty/Travel.
O: Disney Fantasia Dancing Hippo and Alligator Ornament 2015 Hallmark. Home & Kitchen. Home Dcor. Hallmark.
P: Rubbermaid Commercial Products FGP250S "Briefcase" Style Digital Receiving Scale for Food Service, English, 250 lb., Black. Home & Kitchen. Kitchen & Dining. Rubbermaid Commercial Products.
Q: Mounting Dream MD5420 Soundbar Bracket Universal Sound Bar TV Mount for Mounting Above or Under TV Fits Most of Sound Bars up to 22 LBS,...
R: Bluwee USB 3.0 Extension Cable -2 Feet (0.6 Meters) - A-Male to A-Female [Full-Covered Female Blue]. Electronics. Computers & Accessories. Bluwee.
S: Leslie Dame CDV-500 High Capacity Oak Veneer Multimedia Storage Rack, Oak. Home & Kitchen. Furniture. LDE LESLIE DAME.
T: Powerline by Body-Solid Lat Machine (PLM180X). Sports & Outdoors. Sports & Fitness. Powerline.
Answer: J