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Table 3 Comparison of performance between models expressed as z-scores per experiment

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