Quote:
i see some files in the boot folder which says vmlinuz-3.17.4.301.fc.x86_64
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That is a kernel file. After using your process to remove kernel files you don't want, and make sure you get the correct ones, you need to run update-grub. I don't use Fedora myself but, I believe the command is: grub2-mkconfig -o /boot/grub2/grub.cfg
That command is correct according to the Fedora site below for a non UEFI system and it should create a new grub.cfg without the old entries.
https://fedoraproject.org/wiki/GRUB_2?rd=Grub2