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Comparison of probabilistic matching (PGM) and maximum weighted matching (MWM).

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Precision P: ratio of correct pairs to total pairs found by the matching. Recall R: ratio of correct pairs to total pairs in the ground truth. Disagreement DIS: ratio of automatic matchings that disagree with the ground truth. Assign.: number of manual assignments. X. laevis: X1: after elastic alignment; PGM parameters , , , and . X2: after elastic alignment; PGM parameters , , , and . X3: after linear alignment, but before elastic alignment; PGM parameters , , , and . C. elegans: after elastic alignment; mean of three samples with ground truth by two experts; PGM parameters , , , and . Comparison of probabilistic matching (PGM) and maximum weighted matching (MWM).

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2014-12-01
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