Yes it will

Principal, Mirror and Witness constantly Ping each other - The Partner Timeout is how long after NOT receiving a reply must it perform an automatic failover. I think the default is 5 seconds..

If you change the timeout to a high amount, this will compromise how long it will wait to Failover automatically after a problem has occured at your Principal.