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# Exercise 3 [10 paintal Fm- this qutin we m'H retum ta twain-rut! data Emm the notes. [This is a mum. autumn} {a} Pam-50m hiemrchiu alum-in; mix m....

Perform hierarchical clustering six times. Consider all possible combinations of linkages (average, single, complete) and data scaling (scaled, unscaled).Each time, cut the dendrogram at a height that results in four distinct clusters. Plot the results, with a color for each cluster.Write your own code to complete the six hierarchical clustering analyses. For each clustering analysis, cut the dendrogram at a height that results in four distinct clusters. Plot the results, with a color for each cluster. You might need to change `ylim()` to show the full labels.

Exercise 3 [10 paintal Fm- this quﬁtiﬂn we m'H retum ta twain-rut! data Emm the notes. [This is a mum.
autumn} {a} Pam-50m hiemrchiuﬂ alum-in; mix ﬁm. Cmnidcr all 90mm: cumbinﬂions of linkages (average. mingle.
Sing]: Nu
Ave-age Na
Gumptcte Na
Single Yea
AW Yea
Gumpkte Y- Enchﬁm,mtthndmdmgmmntuheightthm maltainfaurd‘utinctcluatm.Platthnremﬂu,ﬁthncuaur
ﬁxmhiﬂmr. [h]Buwdu-ntbeulm'ephatmdumﬂithcrﬂultﬁmmwemhﬂthunthcﬂthuﬂﬂ'humhwm
umrhcreJPickyn-urﬁwﬁm. Mani&quot;. mmmmj in] Us: than dﬂcmuﬂntntkm ﬁnr‘i’hclunt to ﬁnd uthur pumible anagﬁ. Pick one and try it. Compare the:
mmﬂts to mu: ﬂmrite frumlfh}. Is it much dimer-ant? {d} Us: the dmumenmﬂun 5:1?dint to ﬁnd mixer pumibie dis—bum: mummy. [We have been mating
1114:1141!an Pick an: [nutbimﬂ and Inf it. Compare thr: mama to ram- ﬁamitc Mb}. Is it much
diﬁemnt?

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