Question: In this question we explore clustering. The dataset that we will use in this question is shown in Figure 2. Figure 2 Let's start by

 In this question we explore clustering. The dataset that we will

In this question we explore clustering. The dataset that we will use in this question is shown in Figure 2. Figure 2 Let's start by considering the k-means algorithm, where k=4. Let's denote the four clusters by C1,C2,C3 and C4. Consider a clustering arrangement where the initial prototype of cluster C1 is in the location xA=4 and xB=0, the initial prototype of cluster C2 is in the location xA=4 and xB=3, the initial prototype of cluster C3 is in the location xA=2 and xB=5 and the initial prototype of cluster C4 is in the location xA=2 and xB=6. The intra-cluster sample scatter for cluster C1 is I(C1)= and for cluster cluster C4 is I(C4)= Round the numerical values to 1 decimal place

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