I got the same error the first time I wanted to install LightGBM on python (GPU version).
You can simply fix it with this command line :
sudo apt-get install cmake libblkid-dev e2fslibs-dev libboost-all-dev libaudit-dev
the boost libraries will be installed and you'll be fine to continue your installation process.