deepchem/DeepLearningLifeSciences

Chapter 11, leftover active decoys

altayg opened this issue · 3 comments

Did you forget to drop the leftover active decoy molecules or did you left them as is deliberately?

After this ratio check, there is no further dropping for the 12 leftover active decoys:

charged = revised_decoy_df[revised_decoy_df["charge"] != 0]
charged.shape[0]/revised_decoy_df.shape[0] # 0.00263

charged.shape[0] # 12

Would it not be better to remove them and not include in the model?