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Table 1 Extracted parameters for the proposed method and [11]

From: Drug–target interaction prediction using unifying of graph regularized nuclear norm with bilinear factorization

Validation setting

Datasets

Parameters

\(P\)

\( \varvec{\lambda } \)

\(\alpha_{1}\)

\(\alpha_{2}\)

\(v_{1}\)

\(v_{2}\)

\(r\)

CVS1

NR

2

0.1

0.1

0.01

0.1

0.1

4

 

GPCR

2

0.5

0.5

0.1

0.1

0.5

4

 

IC

5

0.1

0.01

0.1

0.1

0.01

4

 

E

5

0.1

0.01

0.1

0.1

0.1

4

CVS2

NR

2

0.01

0.01

0.01

0.01

0.1

4

 

GPCR

2

0.01

0.1

0.01

0.01

0.01

4

 

IC

5

0.1

0.01

0.1

0.1

0.1

4

 

E

5

0.01

0.1

0.01

0.1

0.01

4

CVS3

NR

2

0.01

0.01

0.01

0.01

0.1

4

 

GPCR

2

0.1

0.01

0.01

0.1

0.1

4

 

IC

2

0.1

0.01

0.1

0.01

0.1

4

 

E

2

0.1

0.01

0.1

0.01

0.01

4