Gaussian Mixtures and EM algorithm in $1$D$3$ points possible $($graded$)$Suppose we are estimating a mixture of two Gaussians via the EM algorithm. The mixture distribution over is given byTrue or False: In the mixture model, we can identify the most likely posterior assignment, i$.$e$.,$ that a point is more likely to belong to the first mixture or the second, by only comparing the values of and $.$TrueFalseunanswered