assignment | math代写 | 统计代做 – Math 308: Fundamentals of Statistical Learning

Math 308: Fundamentals of Statistical Learning

assignment | math代写 | 统计代做 – 这个项目是统计相关的代写的代写题目

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assignment 3

(Q3) In this question, you will be asked to demonstrate your understanding of how different hierarchical clustering methods work. Assume that we have the following dissimilarity matrix for 5 different observations:

## [,1] [,2] [,3] [,4] [,5]
## [1,] 0.0 2.0 4.2 340 420
## [2,] 2.0 0.0 2.2 320 400
## [3,] 4.2 2.2 0.0 310 390
## [4,] 340.0 320.0 310.0 0 2
## [5,] 420.0 400.0 390.0 2 0
Show each step of applying ascending hierarchical clustering for:
a) (10 points) Single-linkage clustering
b) (10 points) Complete-linkage clustering
c) (10 points) Average-linkage clustering

1