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Comparison of proposed segmentation with annotation and PELT and Binary Segmentation algorithms. Each figure gives the Hellinger distance between the estimated segmentation of the algorithm (top: PDP with negative binomial, then: PDP with Poisson, third: PELT, and bottom: Binary segmentation) and that of the SGD. The PDP algorithm with the negative binomial distribution seems to outperform other algorithms.
