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Figure 7 | BMC Bioinformatics

Figure 7

From: A novel, fast, HMM-with-Duration implementation – for application with a new, pattern recognition informed, nanopore detector

Figure 7

Average and Standard Deviation of Viterbi Decoding Accuracy over 10 different trials (instances) of 10 k-length synthetic 2-level signal data, where both levels have identical Poisson duration but the separation between the 2 levels varies. From top to bottom, the Viterbi response improves as the number of steps increases in the decoding HMM's approximation of the 1 k-step generating HMM's Poisson durations. From left to right in each plot, the Viterbi response improves as the separation of the 2 levels (emission means) increases. Result of 1 k steps used in the Viterbi decoding HMM's approximation of the 1 k-step generating HMM's Poisson durations.

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