Table 1 Performance measures of binary classification.
ACC | SEN | SPE | PRE | \(F_1\) score |
---|---|---|---|---|
\(\dfrac{{TP+TN}}{{P+N}}\) | \(\dfrac{{TP}}{{P}}\) | \(\dfrac{{TN}}{{N}}\) | \(\dfrac{{TP}}{{TP+FP}}\) | \(\dfrac{{2TP}}{{2TP+FP+FN}}\) |
ACC | SEN | SPE | PRE | \(F_1\) score |
---|---|---|---|---|
\(\dfrac{{TP+TN}}{{P+N}}\) | \(\dfrac{{TP}}{{P}}\) | \(\dfrac{{TN}}{{N}}\) | \(\dfrac{{TP}}{{TP+FP}}\) | \(\dfrac{{2TP}}{{2TP+FP+FN}}\) |