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

Input:
1st: Memorex 8.5 GB 8 X Double Layer DVD+R - 50 Pack Spindle. Electronics. Accessories & Supplies. Memorex.
2nd: HP Ultrathin Wireless Keyboard. Electronics. Computers & Accessories. HP.
3rd: AmazonBasics USB 2.0 Extension Cable - A-Male to A-Female - 9.8 Feet (3 Meters). Electronics. Accessories & Supplies. AmazonBasics.
4th: USB to VGA Adapter, USB 3.0/2.0 to VGA Adapter Multi-Display Video Converter- PC Laptop Windows 7/8/8.1/10,Desktop, Laptop, PC, Monitor, Projector, HDTV, Chromebook. No Need CD...
5th: Mediabridge ULTRA Series RCA Y-Adapter (12 Inches) - 1-Female to 2-Male for Digital Audio or Subwoofer - (Part# CYA-2M1F-P ). Electronics. Accessories & Supplies. Mediabridge.
6th: Hosa MHE-125 3.5 mm TRS to 3.5 mm TRS Headphone Extension Cable, 25 Feet. Electronics. Accessories & Supplies. Hosa.
7th: C&E CNE36677 25-Feet HDMI to HDMI Cable, 3 Pack. Electronics. Accessories & Supplies. CE.
8th: Targus Blacktop Rolling Case Designed to Protect 17 Inch Laptops CPT700US (Black). Electronics. Computers & Accessories. Targus.
9th: Sennheiser HD 202 II Professional Headphones (Black). Electronics. Headphones. Sennheiser.
10th: SwitchEasy Colors Silicone Case for iPod Touch 4G (Stealth). Electronics. Portable Audio & Video. SwitchEasy.
11th: Belkin 6-Outlet Conserve Surge Protector with 6-Foot Cord and Timer, CNS08-T-06. Electronics. Accessories & Supplies. Belkin.
12th: Sony MDR-AS20J Active Style Headphones with Soft Loop Hangers - Black. Electronics. Headphones. Sony.
13th: C&E VGA-VGA Standard 15-Pin VGA Male to VGA Male Cable, 10 Feet. Electronics. Computers & Accessories. CE.
14th: ASUS T100 10-Inch Laptop [2014],(gray). Electronics. Computers & Accessories. Asus.
15th: Dayton Audio SUB-1000 10-Inch 100 Watt Powered Subwoofer (Black). Electronics. Home Audio. Dayton Audio.
16th: DTOL 3.5mm Male Audio Video Extension Cable RCA Male Extension 3.5mm To RCA Cable. Electronics. Accessories & Supplies. DTOL.
17th: AmazonBasics Digital Optical Audio Toslink Cable - 6 Feet (1.8 Meters). Electronics. Accessories & Supplies. AmazonBasics.
18th: Sapphire Radeon VAPOR-X R9 290 4GB GDDR5 DUAL DVI-D/HDMI/DP TRI-X OC Version PCI-Express Graphics Card 11227-04-40G. Electronics. Computers & Accessories. Sapphire Technology.
19th: WALNEW Case for Kindle Paperwhite PU Leather Case Smart Protective Cover fits all Paperwhite Generations Prior to 2018 (Not fit All-new Paperwhite 10th Generation). Electronics...
20th: Kingston Digital 16GB Data Traveler 3.0 USB Flash Drive - Blue (DTIG4/16GB ). Electronics. Computers & Accessories. Kingston.
21st: ORICO Toolfree USB 3.0 to SATA External 3.5 Hard Drive Enclosure Case for 3.5 SATA HDD and SSD[Support UASP and 8TB Drives]. Electronics. Computers &...
22nd: Patriot Signature Line 4GB DDR3 1333MHz Internal Computer Memory PC3 10600 - PSD34G133381. Electronics. Computers & Accessories. Patriot.

Options:
A: 2win2buy 7.31 inch Silicone Round Cake Baking Mold Pastry Brownie Pizza Pie Dessert Pan. Home & Kitchen. Kitchen & Dining. 2win2buy.
B: Jumbo 11.75x14 Beige Page Scrapbook 100 Pages (50 Sheets), White. Electronics. Camera & Photo. Pioneer.
C: Klew Pittsburgh Steelers Women's NFL Big Logo Ugly V-Neck Sweater. Sports & Outdoors. Fan Shop. Klew.
D: simplehuman 10 Liter / 2.6 Gallon Compact Slim Bathroom or Office Step Trash Can, White Plastic. Home & Kitchen. Storage & Organization. simplehuman.
E: Retro Football Helmet Party Accessory (1 count) (1/Pkg). Home & Kitchen. Event & Party Supplies. Beistle.
F: NHL Chrome Plate Frame. Sports & Outdoors. Fan Shop. Rico Industries.
G: Archos Rigid Leather Case for 120/250 GB Archos 5 Internet Media Tablet (Black). Electronics. Computers & Accessories. Archos.
H: LiHeYi Telephone Line Monitor Recorder Sound Voice Recording Automatic PC Durable. Electronics. Portable Audio & Video. LiHeYi.
I: Advice from a Dog Travel Latte Mug. Home & Kitchen. Kitchen & Dining. Cypress Home.
J: Thermacell Mosquito Repellent Pest Control Outdoor Lantern. Sports & Outdoors. Outdoor Recreation. Thermacell.
K: Nikon AF-S DX NIKKOR 18-55mm F/3.5-5.6 G VR II Lens # 2211 - (Certified Refurbished). Electronics. Camera & Photo. Nikon.
L: 1 X Myrrh Resin Bulk. Home & Kitchen. Home Dcor. VisionQuest Organics.
M: IO Crest SY-ADA20079 USB 3.0 to SATA III Adapter Cable for 2.5" Hard Drive HDD or SSD, Black. Electronics. Computers & Accessories. IO Crest.
N: CSRET 4 Ports 4K HDMI Matrix Switch and HDMI Splitter Support MHL ARC Audio Setting. Electronics. Accessories & Supplies. CSRET.
O: Giwox Golf Iron Covers Neoprene Golf Club headcovers, PVC Windows Golf Club Case (Set of 10). Sports & Outdoors. Sports & Fitness. GIWOX.
P: CaliTime Pack of 2 Throw Pillow Covers Cases for Couch Sofa Home Decoration Vintage Floral Two Tone Contrast Both Sides 18 X 18 inches Turquoise...
Q: Microsoft M03-00090 Wireless Optical Mouse 5000 High Definition with Tilt Wheel Platinum Mac/Win PS2/USB English. Electronics. Computers & Accessories. Microsoft.
R: Park Designs Rustic Retreat Utensil Crock # 493-699. Home & Kitchen. Kitchen & Dining. Park Designs.
S: Jesus Christ Blessing Holy Figurine Religious Decoration Statue 12 Inch. Home & Kitchen. Home Dcor. wu.
T: Bowjax SlimJax Guide Rod Dampener. Sports & Outdoors. Sports & Fitness. Bowjax.
Answer: M