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Dynamics of the major wetland cover types (Water, Mudflat, Vegetation and Sand) were investigated both as transitions among primary classes based on maximum membership value, and as changes in memberships to all classes even under no change in a primary class.
Subpopulation assignments were based on maximum membership probabilities for each accession [ 22].
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The assignment of cDNA to groups based on maximum probability does not ensure unquestionable membership to any group.
With LCA, the probabilities of class membership as well as the probabilities of item response (conditional on class membership) are estimated based on maximum likelihood estimation (Lanza et al. 2007).
and were based on maximum likelihood estimation.
This method is proven better than other defuzzification methods such as the centroid method based on the maximum membership grade principle which states that the triangle created by such fuzzy numbers may not necessarily be isosceles [27].
We assigned islands to each of the K groups based on the maximum estimated membership coefficient (Q-value) averaged for samples within islands.
Similarity scores were calculated using Spearman correlation; each window was assigned a group membership based on the maximum correlation coefficient.
Sequence-based alignments of each cluster were generated based on cluster membership using MAFFT, version 6.
In contrast, the maximum of the ad hoc measure Δ K was observed for K = 2. Based on the membership probability thresholds of 0.80, 0.70, and 0.60, 36%, 60%, and 84% of the inbreds of the entire germplasm set could be assigned to two subgroups, respectively.
Based on the membership functions with the evaluation levels, the membership matrix R can be composed by using index data to calculate the index membership values.
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