From: Multi-channel PINN: investigating scalable and transferable neural networks for drug discovery
Mol2vec | ProtVec | MCC | ROC |
---|---|---|---|
Mean | Sum | 0.652 (± 0.004) | 0.905 (± 0.002) |
Mean | Mean | 0.648 (± 0.003) | 0.902 (± 0.003) |
Mean | TF-IDF | 0.678 (± 0.002) | 0.912 (± 0.002) |
TF-IDF | Sum | 0.651 (± 0.003) | 0.904 (± 0.003) |
TF-IDF | Mean | 0.644 (± 0.002) | 0.901 (± 0.002) |
TF-IDF | TF-IDF | 0.674 (± 0.004) | 0.905 (± 0.002) |
Sum | Sum | 0.642 (± 0.005) | 0.900 (± 0.003) |
Sum | Mean | 0.636 (± 0.003) | 0.898 (± 0.003) |
Sum | TF-IDF | 0.668 (± 0.002) | 0.911 (± 0.002) |