Computing the new mixing proportions
•
Each Gaussian gets a
certain amount of
posterior probability for
each datapoint.
•
The optimal mixing
proportion to use (given
these posterior
probabilities) is just the
fraction of the data that
the Gaussian gets
responsibility for.
Posterior for
Gaussian i
Data for
training
case c
Number of
training cases