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The sum of these 20×20 products under a 64×4 matrix was then divided by that under its matched 4×4 matrix to obtain the relative "deleteriousness" of the 64×4 matrix, given an amino-acid distance matrix and a set of qualifying coding regions.
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Here, vec-1 denotes the reshape operation to obtain a matrix given a stacked vector.
The incremental eigenvalue solution is a general technique for finding the approximate eigenvectors of a symmetric matrix given a change.
R x ( a ) = σ s 2 a a H + R i + n is the data covariance matrix given a. Obviously, it is a spatial Wiener filter with weights σ s 2 R x - 1 ( a ) a [25].
Then, AUCPR as adopted as a measure of correctness of an output adjacency matrix, given a true network.
An important formulation used in recommender systems such as the Netflix movie recommendations (Bennett and Lanning, 2007) is matrix completion, where the problem is to 'complete' the user-item preference matrix given a sample of observed preferences.
The global priority weights of every hierarchical level can be figured by multiplying a standardized vector to approve the pair-wise correlation matrix gives an entirely reliable assessment (Kannan et al., 2008).
Each row vector in the MoLFunC matrix gives an indication (described above) of how authoritative the row sequence is.
The clustering of the subclass association matrix gives an indication of which candidate subclasses show the best concordance between the data sets.
The transition matrix gives an overview of the probabilities for all possible transitions throughout the study period.
The residual correlation matrix gave an indication of response dependency between three items (4: Social interaction, 5: Social interplay, 6: Interpretation).
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