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

Input:
1st: SanDisk Sansa m230 512 MB MP3 Player (Blue). Electronics. Portable Audio & Video. SanDisk.
2nd: Laptop/Notebook AC Adapter/Power Supply Charger+Cord for HP Touchsmart TX2z. Electronics. Computers & Accessories. SIB.
3rd: KINGLAKE Waterproof Wireless Bluetooth Shower Speaker Handsfree Speakerphone Compatible with All Bluetooth Devices iPhone 5S and All Android Devices (Black). Electronics. Portable Audio & Video...
4th: KINGLAKE New Waterproof Wireless Bluetooth Shower Speaker Handsfree Speakerphone Compatible with All Bluetooth Devices iPhone 5S and All Android Devices (Yellow). Electronics. Portable Audio &...

Options:
A: Intel Q8300 Core 2 Quad Processor BX80580Q8300 SLGUR LGA775. Electronics. Computers & Accessories. Intel.
B: Clout Fitness Quick Release Pair Locking 2" Olympic Size Barbell Clamp Collar Great Pro Training (Steel Grey). Sports & Outdoors. Sports & Fitness. Clout Fitness.
C: Black Diamond RockLock Twistlock Carabiner. Sports & Outdoors. Outdoor Recreation. Black Diamond.
D: Clean Healthy Living Heavy Duty PEVA Shower Liner/Curtain: Odorless & Anti Mold (with Magnets & Suction Cups). It's 70 x 71 in. Long and Heavy...
E: Metallic Iron Sun Wall Art, Hand-Painted in Orange, Yellow, and Green Colors, for Indoor/Outdoor Decor. Home & Kitchen. Home Dcor. Collections Etc.
F: Eathtek Replacement Keyboard For Toshiba Satellite C50-A C55-A C55D-A series Black US Layout, Compatible part number V000320330 (Notes: Can not fit for C50-B series laptop!!)...
G: Shimano Stimula 1-Piece Spin Rod. Sports & Outdoors. Sports & Fitness. SHIMANO.
H: Empire Paintball BT Remote Cover, Camo. Sports & Outdoors. Sports & Fitness. Empire Paintball.
I: MeGooDo Mini Digital Portable Music MP3/4 Player Micro SD/TF USB Disk Speaker FM Radio Rose. Electronics. Portable Audio & Video. MeGooDo.
J: Patriot EP Series 128GB UHS-1 SDXC Memory Card With Read Up To 50MB/sec - PEF128GSXC10233. Electronics. Computers & Accessories. Patriot.
K: Three Axis Hot Shoe Bubble Level for all DSLR Cameras with a Standard Hot Shoe Mount (Canon Nikon Sony). Electronics. Camera & Photo. Goja.
L: SureFire Flashlight Combat Rings. Sports & Outdoors. Sports & Fitness. SureFire.
M: Drymax Super Breathable No Show Running Athletic Socks, Blister-Free Performance For Men and Women (3 Pack). Sports & Outdoors. Sports & Fitness. R-Gear.
N: Nordic Ware Natural Aluminum Commercial Cake Pan with Lid. Home & Kitchen. Kitchen & Dining. Nordic Ware.
O: LotFancy Bluetooth Headphones – Wireless EarBuds Earphones with Mic for Sport Running Workout Athletic Exercise – Rechargeable Stereo Headset (Black). Electronics. Headphones. LotFancy.
P: iPad Air 2 Case, iPad 6 Case, TheHonestBill PU Leather 360 Degree Rotating Case Cover for Apple iPad Air 2 (iPad 6th Gen) (2014 Released)...
Q: Fruit Infused Water Bottle - Premium Tritan Material - BPA Free – Add Your Favorite Fruit to Enjoy Great Taste and Health Benefits - Flavored...
R: Ziploc VersaGlass Container, Small Rectangle, 16-Ounces (Pack of 1). Home & Kitchen. Kitchen & Dining. Ziploc.
S: Ledge Sports River +0 F Degree XL Oversize Mummy Sleeping Bag (86 X 34 X 24). Sports & Outdoors. Outdoor Recreation. Ledge.
T: Japanese Noren Doorway Curtain Tapestry 33.5" Width x 47.2" Long (Diving Hippo). Home & Kitchen. Home Dcor. KARUILU home.
Answer: F