Table 1 Performance measures for binary classifiers

Accuracy

\(\frac {tp+tn}{tp+fn+fp+tn}\)

Measure of correctness

Precision

\(\frac {tp}{tp+fp}\)

Measure of quality

Recall

\(\frac {tp}{tp+fn} \)

Measure of completeness

MCC

\(\frac {tp*tn-fp*fn}{\sqrt {(tp+fp)(tp+fn)(tn+fp)(tn+fn)}}\)

Correlation coefficient