# If you're running Ubuntu, and installed ROS with apt-get, 
# the first step would be

sudo apt-get remove ros-*

# Use
sudo apt-get purge ros-*

# It will also remove configuration files. And then
# To remove dependencies
sudo apt-get autoremove