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Letter to the Editor
Author(s) -
Heel Marin
Publication year - 1990
Publication title -
journal of microscopy
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.569
H-Index - 111
eISSN - 1365-2818
pISSN - 0022-2720
DOI - 10.1111/j.1365-2818.1990.tb03025.x
Subject(s) - sort , contrast (vision) , cluster analysis , computer science , class (philosophy) , variance (accounting) , algorithm , hierarchical clustering , artificial intelligence , pattern recognition (psychology) , information retrieval , accounting , business
SUMMARY In a recent paper Frank et al. (1988; J. Microsc. 150, 99–115) proposed the use of a hybrid clustering technique to sort macromolecular images. In contrast to the claims made in that paper, however, the proposed technique is less sophisticated than the enhanced hierarchical ascendant classification technique proposed by us a few years earlier. The hybrid approach will lead to partitions which are less optimal in terms of minimizing the total intra‐class variance for a predetermined number of classes, irrespective of whether the data show distinct clusters or, rather, possess a quasi‐continuous intrinsic structure.