From 5e2d19ac62a222b83f807e7f9e7fbf98445a5032 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Andr=C3=A9?= <andre.peters@servercow.de>
Date: Wed, 16 May 2018 21:26:05 +0200
Subject: [PATCH] [Rspamd] Add neural module and define its scores

---
 data/conf/rspamd/local.d/neural.conf       | 28 ++++++++++++++++++++++
 data/conf/rspamd/local.d/neural_group.conf | 18 ++++++++++++++
 2 files changed, 46 insertions(+)
 create mode 100644 data/conf/rspamd/local.d/neural.conf
 create mode 100644 data/conf/rspamd/local.d/neural_group.conf

diff --git a/data/conf/rspamd/local.d/neural.conf b/data/conf/rspamd/local.d/neural.conf
new file mode 100644
index 00000000..712126c0
--- /dev/null
+++ b/data/conf/rspamd/local.d/neural.conf
@@ -0,0 +1,28 @@
+rules {
+  "LONG" {
+    train {
+      max_trains = 800;
+      max_usages = 20;
+      max_iterations = 25;
+      learning_rate = 0.01,
+      spam_score = 9;
+      ham_score = -4;
+    }
+    symbol_spam = "NEURAL_SPAM_LONG";
+    symbol_ham = "NEURAL_HAM_LONG";
+    ann_expire = 100d;
+  }
+  "SHORT" {
+    train {
+      max_trains = 90;
+      max_usages = 2;
+      max_iterations = 25;
+      learning_rate = 0.02,
+      spam_score = 9;
+      ham_score = -4;
+    }
+    symbol_spam = "NEURAL_SPAM_SHORT";
+    symbol_ham = "NEURAL_HAM_SHORT";
+    ann_expire = 7d;
+  }
+}
diff --git a/data/conf/rspamd/local.d/neural_group.conf b/data/conf/rspamd/local.d/neural_group.conf
new file mode 100644
index 00000000..6ebf6bbd
--- /dev/null
+++ b/data/conf/rspamd/local.d/neural_group.conf
@@ -0,0 +1,18 @@
+symbols = {
+  "NEURAL_SPAM_LONG" {
+    weight = 4.2; # sample weight
+    description = "Neural network spam (long)";
+  }
+  "NEURAL_HAM_LONG" {
+    weight = -4.0; # sample weight
+    description = "Neural network ham (long)";
+  }
+  "NEURAL_SPAM_SHORT" {
+    weight = 3.0; # sample weight
+    description = "Neural network spam (short)";
+  }
+  "NEURAL_HAM_SHORT" {
+    weight = -2.0; # sample weight
+    description = "Neural network ham (short)";
+  }
+}