The general cost function of ensemble learning, as given in Equation (3.11), is

where all the expectations are taken over . This will be true for all the similar formulas in this section unless explicitly stated otherwise.

- The terms originating from the parameters
- The likelihood term
- The terms originating from the hidden state sequence

Antti Honkela 2001-05-30