Table 1.
The shortened names for combinations of features for SCPINN and MCPINN
Model name | Channel type | Compound feature | Protein feature |
---|---|---|---|
Single-channel | SMILES | AA sequence | |
SMILES | ProtVec | ||
Mol2vec | AA sequence | ||
Mol2vec | ProtVec | ||
ECFP | AA sequence | ||
ECFP | ProtVec | ||
Multi-channel for protein | SMILES | AA sequence and ProtVec | |
Mol2vec | AA sequence and ProtVec | ||
ECFP | AA sequence and ProtVec | ||
Multi-channel for compound | SMILES and Mol2vec | AA sequence | |
SMILES and Mol2vec | ProtVec | ||
SMILES and ECFP | AA sequence | ||
SMILES and ECFP | ProtVec | ||
Multi-channel for both features | SMILES and Mol2vec | AA sequence and ProtVec | |
SMILES and ECFP | AA sequence and ProtVec |