scipy.cluster.hierarchy.maxRstat(Z, R, i)

Returns the maximum statistic for each non-singleton cluster and its descendents.

Arguments :
  • Z : ndarray

    The hierarchical clustering encoded as a matrix. See linkage for more information.

  • R : ndarray

    The inconsistency matrix.

  • i : int

    The column of R to use as the statistic.

Returns :
  • MR : ndarray Calculates the maximum statistic for the i’th column of the inconsistency matrix R for each non-singleton cluster node. MR[j] is the maximum over R[Q(j)-n, i] where Q(j) the set of all node ids corresponding to nodes below and including j.

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