Character-state weight matrices have usually
been estimated more or less by eye,
but they can also be derived from a rate matrix. For example, if it is presumed
that each of the two transitions occurs at double the frequency of each
transversion, a weight matrix can simply specify, for example, that the cost
of A-G is 1 and the cost of A-T is 2.