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Table 1 Performance statistics for (Q)SAR predictions, before and following expert review

From: The importance of expert review to clarify ambiguous situations for (Q)SAR predictions under ICH M7

Model

TP

FP

TN

FN

Eq

OD

Derek Nexus

3

4

5

5

0

0

Sarah Nexus

2

4

4

4

1

2

Nexusa

3

6

2

3

1

2

Expertb

5

3

6

2

1

0

  1. TP True positive, FP False positive, TN True negative, FN False negative, EQ Equivocal, OD Outside domain.
  2. aConservative call made by combination of predictions from Derek Nexus and Sarah Nexus
  3. bExpert call following review of predictions from Derek Nexus and Sarah Nexus