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

Input:
1st: Prepworks by Progressive Collapsible Salad Spinner - 3 Quart. Home & Kitchen. Kitchen & Dining. Progressive.
2nd: Jim Shore 9th Annual Easter Basket w/4 Eggs. Home & Kitchen. Home Dcor.
3rd: Thermos 16 Ounce Stainless Steel Travel Mug, Plum. Home & Kitchen. Kitchen & Dining. Thermos.
4th: Cooper-Atkins 24HP-01-1 Stainless Steel Bi-Metal Oven Thermometer, 100 to 600 degrees F Temperature Range. Home & Kitchen. Kitchen & Dining. Cooper.
5th: Rubbermaid Commercial Products Stainless Steel Oven Monitoring Thermometer. Home & Kitchen. Kitchen & Dining. Rubbermaid Commercial Products.
6th: Blue Dolphin Decorative Flower Emboirdery & Applique Floral Throw Pillow 18" Brown. Home & Kitchen. Bedding. Blue Dolphin.
7th: Battery Powered 10ft 30 LEDs Fairy LED String Lights, Novelty Starry Starry Lights w/ Timer Mode, Flexible Copper Wire for Festival, Holiday, Christmas, Wedding &...
8th: Superior 1500 Series 100% Brushed Microfiber Pillowcase Set of 2, King, Silver. Home & Kitchen. Bedding. Superior.
9th: AcuRite 13239A1 Atomic Projection Clock with Indoor Temperature. Home & Kitchen. Home Dcor. AcuRite.
10th: Spasilk Hair Beauty Pillowcase, Standard/Queen. Home & Kitchen. Bedding. Spasilk.
11th: BUNN BT Velocity Brew 10-Cup Thermal Carafe Home Coffee Brewer, Black. Home & Kitchen. Kitchen & Dining. BUNN.
12th: Jim Shore Heartwood Creek Woodland Basket with 4 Eggs. Home & Kitchen. Home Dcor. Jim Shore.
13th: Hamilton Beach (31334) Toaster Oven, Pizza Maker, Electric, Gray. Home & Kitchen. Kitchen & Dining. Hamilton Beach.
14th: Dirt Devil Extreme Power 14.4V Cordless Bagless Stick Vacuum, BD20040RED. Home & Kitchen. Vacuums & Floor Care.
15th: Wedgwood Peter Rabbit 3-Piece Set. Home & Kitchen. Kitchen & Dining. Wedgwood.
16th: American Pillowcase 100% Egyptian Cotton Luxury Striped 540 Thread Count 6-Piece Sheet Set with Wrinkle Guard - California King, Chocolate. Home & Kitchen. Bedding. American...
17th: Utopia Towels Kitchen Bar Mop Cleaning Towels - (16 by 19 inches) Pure Cotton White Kitchen Towels, Restaurant Cleaning Towels, Shop Towels and Rags (12...
18th: 10 Pack Battery Operated Electric Flameless LED Votive Candles with Remote and Timer Realistic Flickering Set Bulk for Black Friday Christmas New Year Wedding Party...

Options:
A: 3 X My Favorite Spatula. Home & Kitchen. Kitchen & Dining. Norpro.
B: ZyXEL GS108BV3 v3/GS-108B v3 5/8-Port Desktop Gigabit Ethernet Switch. Electronics. Computers & Accessories. ZyXEL.
C: Philip Whitney 8 Piece Contemporary Black Picture Frame Set. Home & Kitchen. Home Dcor. Philip Whitney.
D: Voluspa Yashioka Gardenia Large Embossed Glass Jar Candle, 16 Ounce. Home & Kitchen. Home Dcor. Voluspa.
E: Earth Products Ultimate Outdoor Adjustable Fishing Chair with Adjustable Legs. Sports & Outdoors. Outdoor Recreation. Earth Products Store.
F: S C JOHNSON WAX 01651 Raid Flea Killer, 16-Ounce. Sports & Outdoors. Outdoor Recreation. Raid.
G: KabelDirekt 4.8A / 24W 2 Port High Speed Car Charger with IDD Technology (Intelligent Device Detection) for Apple, Samsung, Android, iOS Devices and a lot...
H: Kenmore 53294 6 Pack Type O HEPA Vacuum Bags for Upright Vacuums. Home & Kitchen. Vacuums & Floor Care. Kenmore.
I: Vertiv Avocent LRA Rack Console 18.5" LCD Widescreen, Keyboard with Touchpad (LRA185KMM-001). Electronics. Computers & Accessories. Avocent.
J: Fellowes 10-Outlet Metal Split Surge Protector, 6 Foot Cord, 1,250 Joules (99082). Electronics. Accessories & Supplies. Fellowes.
K: 10 Slim Black Five Capacity DVD Empty Replacement Boxes with Wrap Around Sleeve #DV5R14BK (14mm) (5DVD). Electronics. Accessories & Supplies. Square Deal Recordings & Supplies.
L: Lily's Home Flameless Ivory Pillar Candles with Remote Control, Set of 3. Home & Kitchen. Home Dcor. Lilyshome.
M: Xl Acid-free Storage Box for Linens, Quilts, Keepsake. Home & Kitchen. Storage & Organization. CaseyPop.
N: Garmin Nuvi 2558LMTHD Advanced Series 5-Inch Touchscreen GPS with Lifetime Maps and Traffic (Certified Refurbished). Electronics. GPS, Finders & Accessories. Garmin.
O: BCBGeneration Women's Packable Jacket. Sports & Outdoors. Outdoor Recreation.
P: Mickey Some Mornings Are Rough Coffee Mug. Home & Kitchen. Kitchen & Dining. Disney.
Q: Sauder 414433 Pogo Night Stand,  23.47 L x 18.29 W x 25.98 H, Soft White finish. Home & Kitchen. Furniture. Sauder.
R: Creative Xdock. Electronics. Portable Audio & Video. Creative Labs.
S: Cuisinart DLC-2ABC Mini Prep Plus Food Processor Brushed Chrome and Nickel. Home & Kitchen. Kitchen & Dining. Cuisinart.
T: Whitmor Over the Door Ironing Board, Folding Design. Home & Kitchen. Irons & Steamers. Whitmor.
Answer: S