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Table 1 Statistics and descriptions of the compound data used in the generator pre-training and the predictor construction

From: LOGICS: Learning optimal generative distribution for designing de novo chemical structures

Datasets

Total

Fivefold CVa

Test

Active threshold

Pre-training data (Generator)

1,583,425

 − 

 − 

 − 

Training & testing data (Predictor)

 KOR

3881

3230

651

 > 7.0 pIC50

 PIK3CA

1462

1215

247

 > 8.0 pKx

  1. aCross-validation