Modern Information Technology and IT Education by Unknown

Author:Unknown
Language: eng
Format: epub
ISBN: 9783030468958
Publisher: Springer International Publishing

(4)

where is a special manner selected decreasing function.

For performing a comparative analysis of the results of the reconstruction of the matrix (after the execution of the algorithm), we use such an indicator as the discrepancy, it characterizes the deviation of the resulting matrix from the original matrix. Namely, we calculate the discrepancy on the basis of the natural metric.

(5)

where: are elements of the matrix obtained as a result of applying some algorithm for calculating the distances between a pair of genomes (in our case, for Needleman-Wunsch algorithm); are the elements of the matrix, restored at the result of the above algorithm.

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