From: Discovery of novel VEGFR2 inhibitors against non-small cell lung cancer based on fingerprint-enhanced graph attention convolutional network
Evaluation metric
Equation
AUC
\(\frac{TPR}{FPR}\)
BA
\(\frac{TPR+TNR}{2}\)
F1-score
\(2*\frac{PPV*TPR}{PPV+TPR}\)
MCC
\(\frac{TP*TN-FP*FN}{\sqrt{\left(TP+FP\right)\left(TP+FN\right)\left(TN+FP\right)\left(TN+FN\right)}}\)