From: Multi-channel PINN: investigating scalable and transferable neural networks for drug discovery
Model | MCC | ROC | Average | SEM |
---|---|---|---|---|
MC\(_{2}\) | 1.22 | 1.22 | 1.22 | 0.001 |
SC\(_{4}\) | 0.91 | 0.95 | 0.93 | 0.020 |
MC\(_{9}\) | 0.77 | 0.73 | 0.75 | 0.017 |
MC\(_{3}\) | 0.72 | 0.75 | 0.74 | 0.018 |
SC\(_{3}\) | 0.69 | 0.65 | 0.67 | 0.020 |
MC\(_{7}\) | 0.64 | 0.58 | 0.61 | 0.027 |
SC\(_{6}\) | 0.64 | 0.58 | 0.61 | 0.030 |
MC\(_{6}\) | 0.36 | 0.32 | 0.34 | 0.027 |
SC\(_{5}\) | 0.30 | 0.20 | 0.25 | 0.050 |
MC\(_{8}\) | − 0.18 | − 0.04 | − 0.11 | 0.069 |
MC\(_{5}\) | − 0.34 | − 0.26 | − 0.30 | 0.038 |
MC\(_{4}\) | − 0.42 | − 0.27 | − 0.34 | 0.074 |
MC\(_{1}\) | − 1.50 | − 1.55 | − 1.53 | 0.027 |
SC\(_{1}\) | − 1.58 | − 1.63 | − 1.60 | 0.027 |
SC\(_{2}\) | − 2.24 | − 2.25 | − 2.24 | 0.004 |