SciPy

scipy.cluster.hierarchy.maxinconsts

scipy.cluster.hierarchy.maxinconsts(Z, R)[source]

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

Parameters :

Z : ndarray

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

R : ndarray

The inconsistency matrix.

Returns :

MI : ndarray

A monotonic (n-1)-sized numpy array of doubles.