Compute the correlation between the similarity matrix and ideal similarity matrix by Mahesh Huddar

How to compute the correlation between the similarity matrix and ideal similarity matrix in Machine Learning by Mahesh Huddar

Given the set of cluster labels and similarity matrix shown in Tables, compute the correlation between the similarity matrix and the ideal similarity matrix, i.e., the matrix whose ijth entry is 1 if two objects belong to the same cluster, and 0 otherwise.

The following concepts are discussed:
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How to compute correlation,
How to compute covariance,
How to calculate standard deviation,
How to compute the correlation between the similarity matrix and ideal similarity matrix,
correlation between similarity matrix and ideal similarity matrix

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