Consider a data set: 1 2 4 X1 1.2 1.6 0.5 0.7 X2 1.4 0.5 0.5 0.2 1. [5] Suppose the random initial cluster IDs are assigned as cl = [1, 1, 1, 0]. Find the cluster centroids. cl 1 2. [5] Calculate the distance of each point to eacticentroid. x1 cl 2 3 4 1 3. [5] According to the calculated distances between the point and the centroid, reassign the cluster IDs. 1 2 4 cl 4. [5] Calculate the new centroid. cl x1 x2 1 MacBook Pro x2