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Table 3 Comparison of Sensitivity, Specificity, F-score, the number and the percentage of perfect matches of LF-PIN and other algorithms (for S.cerevisiae)

From: Identifying protein complexes based on density and modularity in protein-protein interaction network

 

Number

Perfect match

Sensitivity

Specificity

F-score

LF-PIN

297

28 (9.43%)

0.452

0.630

0.526

CMC

1130

21 (1.86%)

0.576

0.219

0.317

Core-Attachment

1358

31 (2.28%)

0.589

0.174

0.268

CPM

197

11 (5.58%)

0.185

0.376

0.248

DPClus

1200

27 (2.25%)

0.651

0.216

0.324

HC-PIN

265

17 (6.42%)

0.318

0.449

0.373

MCL

929

15 (1.61%)

0.450

0.187

0.264

NFC

518

5 (0.97%)

0.277

0.209

0.238

  1. The table shows the values of Sensitivity, Specificity, and F-score, the numbers and the percentages of perfect matches of LF-PIN, CMC, Core-Attachment, CPM, DPClus, HC-PIN, MCL and NFC in PPI network of S.cerevisiae. In column of 'Perfect match', the integers out of brackets are the numbers of perfect matches, the percentages in brackets are the percentages of perfect matches.