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Table 3 Labels for a single-target T1 with deprioritization of T2

From: A ranking method for the concurrent learning of compounds with various activity profiles

T1

T2

T3

Label

1

0

0

3

1

1

0

1

1

0

1

2

1

1

1

0

0

1

0

0

0

0

1

0

0

1

1

0

0

0

0

0

  1. As main target, T1 receives the highest value for its label. As for other activity profiles, avoiding T2 is more important than avoiding T3. Non-selective actives are regarded as decoys.