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Table 1 Details of the yeast MIPS datasets used in optimization studies *

From: A domain-based approach to predict protein-protein interactions

No of Parameters/Data Seta

 

PPI

Retained Interactions

103

Inclusive

Positive

342

  

Negative

14,402

867

Inclusive

Positive

1,882

  

Negative

79,413

344 a

Closed

Positive

435

  

Negative

3,139

2466

Inclusive

Positive

2,308

  

Negative

162,115

1216 a

Closed

Positive

734

  

Negative

13,146

5095

Inclusive

Positive

2,666

  

Negative

243,866

3060 a

Closed

Positive

1,448

  

Negative

25,651

  1. * Starting yeast dataset was obtained from Munich Information Center for Protein Sequences (MIPS) site [35] and it contained 8250 positive and ~2 million negative protein-protein interactions [12]. Retained interactions column report the number of entries for the sets after the original dataset is filtered according to the domain pairs included as optimization parameters. Further details can be found in the Methods section. a These are the closed set versions of the 867, 2466, and 5095 parameter inclusive sets. As explained in the Methods section, during filtering to obtain the closed PPI sets, occurrence of some of the domain pairs are nullified and these parameters cannot be truly optimized during the GA runs. So these closed sets are a subset of their corresponding inclusive sets.