Question: Can you help me find the worst case complexity please? Find the worst-case complexity of the hierarchical clustering algorithm below. You may assume that the

Can you help me find the worst case complexity please? Find theCan you help me find the worst case complexity please?

Find the worst-case complexity of the hierarchical clustering algorithm below. You may assume that the distance function takes Theta (1) time to compute. Input: data: set of data points Input: n: size of data Input: distance: distance function that takes two data points and returns a nonnegative real number Input: c: desired number of clusters; must be an integer between 1 and n Output: single-linkage hierarchical clusters for data 1 Algorithm: SingleHClust heap = MinHeap() for i = 1 to n - 1 do for j = i + 1 to n do Insert distance(data[i], data[j]) into heap, along with its corresponding i and j end end s uf = UnionFind(n) count = n while count > c do n (i, jf, dist) = heap.DeleteMin() if ti.Find(i) uf.F'md(j) then if.Union(i, j) count = count - 1 is end end return uf

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