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Table 2 Of drug combinations in the test set

From: On the robustness of generalization of drug–drug interaction models

Dataset

Splitting scheme

Nb. of drug combinations

SS

SU

UU

Drugbank

Random

38,363 ± 0

38,341 ± 5

21 ± 5

0 ± 1

One-unseen

46,178 ± 1598

0 ± 0

46,178 ± 1598

0 ± 0

Both-unseen

7580 ± 6834

0 ± 0

0 ± 0

7580 ± 6834

Twosides

Random

6348 ± 0

6347 ± 1

1 ± 1

0 ± 0

One-unseen

9706 ± 630

0 ± 0

9706 ± 630

0 ± 0

Both-unseen

629 ± 107

0 ± 0

0 ± 0

629 ± 107

  1. The scores are presented with their mean standard deviation obtained through ten rounds of single training-test setups