Added Documentation and CHANGELOG

3 files changed, 23 insertions, 0 deletions

diff --git a/doc/integration/akismet.md b/doc/integration/akismet.md
index c222d21612f..06c787cfcc7 100644
--- a/doc/integration/akismet.md
+++ b/doc/integration/akismet.md
@@ -33,3 +33,26 @@ To use Akismet:
 7. Save the configuration.
 
 ![Screenshot of Akismet settings](img/akismet_settings.png)
+
+
+## Training
+
+> *Note:* Training the Akismet filter is only available in 8.11 and above.
+
+As a way to better recognize between spam and ham, you can train the Akismet
+filter whenever there is a false positive or false negative.
+
+When an entry is recognized as spam, it is rejected and added to the Spam Logs. 
+From here you can review if they are really spam. If one of them is not really
+spam, you can use the `Submit as ham` button to tell Akismet that it falsely 
+recognized an entry as spam.
+
+![Screenshot of Spam Logs](img/spam_log.png)
+
+If an entry that is actually spam was not recognized as such, you will be able
+to also submit this to Akismet. The `Submit as spam` button will only appear
+to admin users.
+
+![Screenshot of Issue](img/submit_issue.png)
+
+Training Akismet will help it to recognize spam more accurately in the future.
diff --git a/doc/integration/img/spam_log.png b/doc/integration/img/spam_log.png
new file mode 100644
index 00000000000..8d574448690
--- /dev/null
+++ b/doc/integration/img/spam_log.png
diff --git a/doc/integration/img/submit_issue.png b/doc/integration/img/submit_issue.png
new file mode 100644
index 00000000000..9fd9c20f6b3
--- /dev/null
+++ b/doc/integration/img/submit_issue.png