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Comment: [Original edit by HenrikKrohns]

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No Format
unzip master.zip && cd dspam-master
# autoconf/automake/gcc stuff obviously needed
./autogen.sh
./configure --prefix=$HOME/dspam --with-dspam-home=$HOME/dspam_data \
  --disable-trusted-user-security --disable-syslog
make && make install

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No Format
# Always clear old data first
rm -rf $HOME/dspam_data/var
$HOME/dspam/bin/dspam_train $LOGNAME /path/to/spam /path/to/ham

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