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ml-recall

#responsibilities

1 question from Clustering

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Question 1: Short answer

mediumAI-checkedClustering

A one-dimensional mixture of two Gaussians has weights π1=π2=0.5\pi_1 = \pi_2 = 0.5 and components N(x;0,1)\mathcal{N}(x; 0, 1) and N(x;2,1)\mathcal{N}(x; 2, 1) at the current EM iteration. In the E-step, what is the responsibility w1=p(h=1∣x=0)w_{1} = p(h = 1 \mid x = 0) of component 1 for the data point x=0x = 0?

a probability, 3 decimals