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Table 4 Validated performance of the CTCS-IPM

From: Development of simultaneous interaction prediction approach (SiPA) for the expansion of interaction network of traditional Chinese medicine

Number

The number of pairs in training dataset

The number of pairs in test dataset

The number of predicted pairs consistent with test dataset

Recall rate (%)

1

3145

358

330

92.18

2

3145

358

329

91.90

3

3152

351

335

95.44

4

3159

344

320

93.02

5

3157

346

327

94.51

6

3156

347

332

95.68

7

3147

356

328

92.13

8

3153

350

331

94.57

9

3155

348

324

93.10

10

3158

345

321

93.04

average

3153

350

328

93.56