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Alignment-free Sequence Comparison Using Word Counts

日期: 2010-07-06

Abstract:

The commonly used statistic D2 uses the scalar product of k-word counts for sequence comparison. We show that this statistic has surprising properties that severly limit its utility. Some other statistics are proposed which show some improvement.