Generally, I would recommend UEFI / GPT seems to be the default for most newer computers that I've dealt with recently.
IF you have backed up any important data on the drive, I'd also recommend using DiskPart to clean the current drive of any configuration that may be in place as a result of previous installs.
NOTE: Be aware that it will wipe the drive completely
At the very earlier stage of the installation first or second screen.....
Hold the shift key and strike the F10 key to launch a command prompt and in the command prompt window type
diskpart
hit enter and give it a minute to change the prompt to diskpart and then type
list disk
hit enter
select disk 0 (assuming only a single disk attached and it is the disk you wish to install Windows on YOU DON'T want to mess up here)
hit enter
clean
hit enter
exit
hit enter
exit (again)
hit enter
continue install.
As far as GPT versus MBR partition scheme, I suppose GPT is currently preferred, if for no other reason that the fact that it supports more than 4 primary partitions, but if you decide on GPT then UEFI is a requirement.
IF you decide on MBR then UEFI is not required, assuming you can switch to legacy BIOS and switch off secure boot.