Jay has recently discovered a new wine from the Piedmont region of Italy with the following characteristics. In which cluster of wines should he place this new wine? Justify your choice with appropriate calculations. Characteristic Alcohol Malic Acid Ash Alkalinity Magnesium Phenols Hue Dilution -0.984 -0.441 Proline 0.088 0.639 Flavonoids Nonflavonoids -0.509 Proanthocyanidins -0.19 Color Intensity -0.758 0.75 -1.203 1.133 0.04 -0.386 0.049 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? O Cluster 1 O Cluster 2 Ⓒ Cluster 3

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