How can I stop my phone from killing apps in the background?

Nexus 6, 6.01, rooted stock rom

I have some apps that just reopens if I switch back to them after 10 minutes or so even if I don't use the phone during those 10 minutes.

Some apps that do this

• Type mail
• Today calendar
• Memrise