Question: The Excel file contains two columns of 200 data samples, and each row indicates the x and y location of each data sample. We want

The Excel file contains two columns of 200 data samples, and

each row indicates the x and y location of each data sample.

The Excel file contains two columns of 200 data samples, and each row indicates the x and y location of each data sample. We want to run the k-means algorithm with k=2. To make the solution consistent, we set the two initial cluster centers as (0;0) (cluster 0) and (20;20) (cluster 1). Please answer the following questions: - In the initial condition, how many samples belong to cluster 0 and cluster 1, respectively? - In iteration 1, what are the new cluster centers? - In iteration 2, what are the new cluster centers? Can you plot a similar figure that is shown on Page 31 of lecture 5

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