It is seen that as the mutation probability increases, the quality of the solutions decreases, and for two instances, HGA with a probability of 0.04 obtains worse solutions than the HGA without a mutation operator.
Onlooker bees watch various dances and choose a food source based on the probability proportional to the quality of that food source.
This suggests that our method is robust against different thresholds of posterior probability to control the quality of TFBS data.
The SwissRegulon database [ 20], of which the TFBS data were used in this study, provides users a parameter of posterior probability to control the quality of the obtained TFBSs.
LoFreq's approach of discriminating SNVs individually by inferring an error probability based on the quality score assigned to individual nucleotides clearly overcomes this problem, although at the expense of recall.
The relationship between sequencing error probabilities (P) and the quality value or Phred quality score (Q) is as follows: Q = -10Log10 P [ 31].
Entropy is a summary statistic based on the posterior class membership probabilities that evaluates the quality of the classification in terms of the separation of the latent classes.
