Why did the rats take the mice with them in Mrs Frisbee and the rats of nimh?

In "Mrs. Frisby and the Rats of NIMH," the rats take the mice with them to start a new community in Thorn Valley, where they can all live together away from human interference. The rats believe that by joining forces with the mice, they can create a stronger and safer community in their new home.