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Running time of compact representation of reference haplotypes on the simulated dataset. Both compact and un-compact used the total number of R = 2000 reference haplotypes. Uncompact representation severs as a benchmark. The x-axis was only for compact representation. Difference partitionings of segments produced different on average numbers of blocks within segment, which were the states used in the HMM
