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. 2023 Mar 23;14:1148670. doi: 10.3389/fphar.2023.1148670

TABLE 3.

MCC, Accuracy (ACC), AUC, Precision, Sensitivity (SE) and Specificity (SP) values of the classification models generated by combining the LB descriptors with the scoring functions calculated from each docking and rescoring calculation.

Evaluation metric Best poses + LB descriptors Average scores + LB descriptors
PLANTS LiGen GOLD Consensus PLANTS LiGen GOLD Consensus
MCC 0.52 0.49 0.51 0.49 0.54 0.52 0.54 0.52
ACC 0.77 0.75 0.76 0.75 0.78 0.77 0.78 0.77
AUC 0.85 0.83 0.85 0.83 0.86 0.85 0.86 0.85
Precision 0.77 0.75 0.76 0.75 0.78 0.77 0.78 0.77
SE 0.84 0.84 0.84 0.85 0.84 0.85 0.84 0.85
SP 0.67 0.64 0.66 0.62 0.69 0.66 0.69 0.65