This problem does not require the use of data mining software and focuses on knowledge of concepts and basic calculations.

calculations.

Calculate the following Euclidean distances. $($Round your answers to three decimal places.$)$

Euclidean distance from new wine and Cluster $1$:

Euclidean distance from new wine and Cluster $2$:

Euclidean distance from new wine and Cluster $3$:

In which cluster of wines should he place this new wine?

Cluster $1$

Cluster $2$

Cluster $3$