A penalty score is a numerical value assigned to gaps that occur during sequence alignment, indicating the cost of introducing a gap in the alignment. This score plays a crucial role in determining the optimal alignment of sequences, as it influences how gaps are treated and affects the overall scoring system used to evaluate alignments. The way penalty scores are set can significantly impact the results of alignment algorithms, often leading to different alignments based on the chosen model.
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