Sentence examples for by performing a singular from inspiring English sources

This is done by performing a singular value decomposition (SVD) on the matrix of data, with each column representing a variable and each row representing a multivariate sample.

U n ∈ ℝ I n × I n is the unitary matrix and can be calculated by performing a matrix singular value decomposition (SVD) on the A(n)[35].

In practice, this orthogonal transformation is determined by performing an SVD (Singular Value Decomposition) on the sample covariance matrix or on the data matrix itself.

We validated the merging by performing a Singular Value Decomposition SVDD) and demonstrating that none of the top 20 singular values correlated significantly with the cohort of origin, while correlating significantly with known intrinsic subtypes.

By performing an original?

We then perform a singular vector decomposition of the matrix, and enforce rank on by choosing only most significant singular values.

We performed a singular enrichment analysis (SEA) [ 26] which allows testing annotation terms against a list of interesting genes [ 27].

Spectral clustering (SPEC; Kluger et al., 2003 ) performs a singular value decomposition of the data matrix after normalization.

We also performed a singular value decomposition (SVD) [ 23] analysis of the correlation matrix for all 66 samples.

This challenges the notion that miR-10b exclusively performs a singular role of either promoting cell invasion or cell growth.

By performing the singular value decomposition (SVD) of the channel matrix H, F v and G v can be obtained, where H v =G v H F v =diag σ1,⋯,σ b ).