is problem does not require the use of data mining software and focuses on knowledge of concepts and basic calculations. Iy Gatsby categorizes wines into one of three clusters. The centroids of these clusters, describing the average characteristics of a wine in each cluster, are listed in the following table calculations. \begin{tabular}{|c|c|} \hline Characteristic & \\ \hline Alcohol & -1.071 \\ \hline Malic Acid & -0.528 \\ \hline Ash & 0.001 \\ \hline Alkalinity & 0.552 \\ \hline Magnesium & -1.29 \\ \hline Phenols & 1.046 \\ \hline Flavonoids & -0.047 \\ \hline Nonflavonoids & -0.596 \\ \hline Proanthocyanidins & -0.277 \\ \hline Color Intensity & -0.845 \\ \hline Hue & 0.663 \\ \hline Dilution & -0.473 \\ \hline Proline & -0.038 \\ \hline \end{tabular} 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