Multiple EM For Motif Elicitation - Shortcomings

Shortcomings

The MEME algorithms has several drawbacks including:

  • Allowance for gaps/substitutions/insertions not included.
  • Ability to test significance often not included.
  • Erased input data each time a new motif is discovered (the algorithm assumes the new motif is correct).
  • Limitation to two component case.
  • Time complexity is high.
  • Very pessimistic about alignment (which might lead to missed signals).

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