General solution using ML
We now apply the method of Section 2.3.5.
The general idea is to view the features
as parameter estimates.
To do this, we need a parametric form
, depending
on a set of parameters that are equal to or
closely related to the feature .
The PDF and the parameters are problem-specific. Therefore,
we need to consider each case separately.