Problem $3$: Measures of Similarities $(\backslash (\backslash$mathbf$\{100\}\backslash )$ points$)\backslash (\backslash$mathbf$\{6\}\backslash )$ observations with two variables $($attributes$)-\backslash ($ x $\backslash )$ and $\backslash ($ y $\backslash )$ are presented below. Those observations are divided into two clusters $-$ Cluster A and Cluster B$.$ Calculate the Euclidean distance between Clusters A and B by using the following methods: a$)$ Single Linkage b$)$ Complete Linkage c$)$ Group Average Linkage d$)$ Median Linkage e$)$ Centroid Linkage