This is settings in your
user cp. There are two places you'll want to change.
On the left side menu:
Edit options: Look for
Default Thread Subscription mode and change that option. Then scroll and save.
This changes notifications moving forward but will not affect threads you are currently subscribed to.
List Subscriptions: Go throughthe list of threads you are
currently subscribed to and either unsubscribe or change your notification options.