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