add neural config

This commit is contained in:
hanscees 2024-01-25 21:44:19 +01:00
parent 22c6daee32
commit bed2cdf310
2 changed files with 68 additions and 0 deletions

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#https://github.com/rspamd/rspamd/issues/3099
rules {
"NEURAL_WEEK_1000" {
train {
max_trains = 1000;
max_usages = 50;
max_iterations = 25;
learning_rate = 0.01,
spam_score = 8;
ham_score = -2;
}
symbol_spam = "NEURAL_WEEK_SPAM";
symbol_ham = "NEURAL_WEEK_HAM";
ann_expire = 300d;
}
"NEURAL_DAYS_200" {
train {
max_trains = 200;
max_usages = 10;
max_iterations = 25;
learning_rate = 0.01,
spam_score = 8;
ham_score = -2;
}
symbol_spam = "NEURAL_DAYS_SPAM";
symbol_ham = "NEURAL_DAYS_HAM";
ann_expire = 100d;
}
"NEURAL_HALF_DAY_50" {
train {
max_trains = 50;
max_usages = 4;
max_iterations = 25;
learning_rate = 0.01,
spam_score = 8;
ham_score = -2;
}
symbol_spam = "NEURAL_HALF_DAY_SPAM";
symbol_ham = "NEURAL_HALF_DAY_HAM";
ann_expire = 13d;
}
}

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symbols = {
"NEURAL_WEEK_SPAM" {
weight = 3.0; # sample weight
description = "Neural network spam (long)";
}
"NEURAL_WEEK_HAM" {
weight = -3.0; # sample weight
description = "Neural network ham (long)";
}
"NEURAL_DAYS_SPAM" {
weight = 2.5; # sample weight
description = "Neural network spam (medium)";
}
"NEURAL_DAYS_HAM" {
weight = -1.5; # sample weight
description = "Neural network ham (medium)";
}
"NEURAL_HALF_DAY_SPAM" {
weight = 2.0; # sample weight
description = "Neural network spam (short)";
}
"NEURAL_HALF_DAY_HAM" {
weight = -1.0; # sample weight
description = "Neural network ham (short)";
}
}