Data Science, Machine Learning, Artificial Intelligence, Statistics, Clustering.
Mathematically, the responsibilities can be computed as follows: Responsibility Note that to compute each responsibility, we need previous knowledge about θ. Thus, for each data point xᵢ, we’ll have a vector of length K, where each position indicates the probability that xᵢ belongs to each mixture