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Because different data sets provide different levels of consistency, Error max was chosen to be 30 units greater than the minimum error found.
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The most suitable algorithm with appropriate number of neurons in the hidden layer which provides the minimum error is found to be the Levenberg Marquardt (LM) algorithm.
Assume that minimum error is found in the range of 6 frames.
Mathematical optimisation is used to find the minimum error across a range of test case failure predictions.
Figures 7, 8 and 9 shows the new fuzzy logic membership functions with new range for which our optimisation algorithm finds the minimum error.
The algorithm works iteratively to find the minimum error between the restored signal and the original signal for each subset y i.
HapCut uses the overlapping structure of the fragment matrix and max-cut computations to find the optimum minimum error correction (MEC) solution for haplotype assembly [ 22].
In this paper, we focus on the minimum error correction (MEC) formulation, which attempts to find the smallest number of nucleotides in reads whose flipping to a different value would resolve conflicts among the fragments from the same chromosome.
Finally, a set of solutions that represents the sound power of noise sources can be found and these solutions have minimum error in least squares sense.
We find that our scheme do not achieve minimum error rate as compared to literature but we are able to achieve error rate below 1%% that is at par with the work done in this area.
Minimum Error Correction (MEC): Given an m × n SNP matrix M, find a haplotype pair H such that s c (H, M ) is minimized.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com