Hi Eugene,
Square all the individual probabilities obtained from the GMM and renormalize them to ensure they sum up to 1. By squaring the probabilities, you are effectively amplifying the differences between high and low probabilities, thereby emphasizing the peak areas. After squaring the probabilities, you need to renormalize them to maintain the total probability mass at 1. This step ensures that the adjusted probabilities accurately represent the relative likelihoods of different components in the GMM.
