maintainer speaking ...
mapcache and mapserver are switching to cmake for the next release and the docs for the master branch need updating. You can either use the branch-1-0 branch to continue using autoconf builds, or use cmake with master:
$ mkdir build
$ cd build
$ cmake ..
$ make
$ sudo make install