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Table 2 Conformal prediction models built for androgen receptor antagonism

From: KnowTox: pipeline and case study for confident prediction of potential toxic effects of compounds in early phases of development

Model name

Descriptors

nca

Balancing

Original

Morgan + MACCS

Default

No

Normalised

Morgan + MACCS + physchemb

Normalised

No

Normalised + balanced

Morgan + MACCS + physchemb

Normalised

Yes

  1. anc: nonconformity score
  2. bphysicochemical descriptors