=head1 NAME perceptron - Generate scores for SpamAssassin using the "Stochastic Gradient Method" =head1 SYNOPSIS perceptron [options] Options: -p ham_preference Modifies tendency to prefer false negatives over false positives (default 2.0) (higher = less fp) -e num_epochs Set number of passes to make (default 15) -l learning_rate Modifies learning rate (default 2.0) -t threshold Minimum threshold for spam (default 5.0) -w weight_decay Scores multiplied by this value after each pass to prevent scores from getting too high (default off (1.0)) =head1 DESCRIPTION B is used to optimize the SpamAssassin scores. The output of B is compiled into the perceptron which is then run to generate scores. =head1 SEE ALSO L =cut