(Solved): and 4. Which value of \( k \) is the most appropriate to categorize these wines? Justify your choi ...

and 4. Which value of \( k \) is the most appropriate to categorize these wines? Justify your choice with calculations. Sum of WithinSS Over Number of Clusters Do not round intermediate calculations. If required, round your answers to two decimal places. \[ k=2 \] \[ k=3 \] Cluster 1 to Cluster 2 Distance / Cluster 1 Average Distance = Cluster 2 to Cluster 1 Distance / Cluster 2 Average Distance \( = \) Cluster 1 to Cluster 3 Distance / Cluster 1 Average Distance = Cluster 3 to Cluster 1 Distance / Cluster 3 Average Distance \( = \) Cluster 2 to Cluster 3 Distance / Cluster 2 Average Distance \( = \) Cluster 3 to Cluster 2 Distance / Cluster 3 Average Distance \( = \) Average \( = \) \[ k=4 \] Cluster 1 to Cluster 2 Distance / Cluster 1 Average Distance \( = \) Cluster 2 to Cluster 1 Distance / Cluster 2 Average Distance = Cluster 1 to Cluster 3 Distance / Cluster 1 Average Distance = Cluster 3 to Cluster 1 Distance / Cluster 3 Average Distance \( = \) Cluster 1 to Cluster 4 Distance / Cluster 1 Average Distance = Cluster 4 to Cluster 1 Distance / Cluster 4 Average Distance \( = \) Cluster 2 to Cluster 3 Distance / Cluster 2 Average Distance = Cluster 3 to Cluster 2 Distance / Cluster 3 Average Distance \( = \) \[ k=4 \] Cluster 1 to Cluster 2 Distance / Cluster 1 Average Distance = Cluster 2 to Cluster 1 Distance / Cluster 2 Average Distance = Cluster 1 to Cluster 3 Distance / Cluster 1 Average Distance \( = \) Cluster 3 to Cluster 1 Distance / Cluster 3 Average Distance \( = \) Cluster 1 to Cluster 4 Distance / Cluster 1 Average Distance \( = \) Cluster 4 to Cluster 1 Distance / Cluster 4 Average Distance \( = \) Cluster 2 to Cluster 3 Distance / Cluster 2 Average Distance \( = \) Cluster 3 to Cluster 2 Distance / Cluster 3 Average Distance \( = \) Cluster 2 to Cluster 4 Distance / Cluster 2 Average Distance \( = \) Cluster 4 to Cluster 2 Distance / Cluster 4 Average Distance \( = \) Cluster 3 to Cluster 4 Distance / Cluster 3 Average Distance \( = \) Cluster 4 to Cluster 3 Distance / Cluster 4 Average Distance \( = \) Average \( = \)