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Table 1 Properties of the OSGaBi family

From: Two-way learning with one-way supervision for gene expression data

Model nomenclature

  

Covariance structure (Σ g )

Covariance parameters

Λ g =Λ

Ψ g =Ψ

Ψ g =ψ g I p

  

C

C

C

Λ Λ ′+ψ I p

1

C

C

U

Λ Λ ′+Ψ

p

C

U

C

Λ Λ ′+ψ g I p

G

C

U

U

Λ Λ ′+Ψ g

Gp

U

C

C

Λ g Λ g′+ψ I p

1

U

C

U

Λ g Λ g′+Ψ

p

U

U

C

Λ g Λ g′+ψ g I p

G

U

U

U

Λ g Λ g′+Ψ g

Gp

  1. The nomenclature, covariance structure, and number of covariance parameters for each member of the OSGaBi family. C, constrained; U, unconstrained
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BMC Bioinformatics

ISSN: 1471-2105

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