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Table 2 Calculation formulas for evaluation metrics

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

\(\frac{TP*TN-FP*FN}{\sqrt{\left(TP+FP\right)\left(TP+FN\right)\left(TN+FP\right)\left(TN+FN\right)}}\)