Table 2 Equations for metric calculations.
From: Enhancing crayfish sex identification with Kolmogorov-Arnold networks and stacked autoencoders
Accuracy | \(\:\frac{TP\:+\:TN}{TP\:+\:FP\:+\:TN\:+\:FN}\) |
|---|---|
Sensitivity | \(\:\frac{TP}{TP\:+\:FN}\) |
Specificity | \(\:\frac{TN}{TN\:+\:FP}\) |
Precision | \(\:\frac{TP}{TP\:+\:FP}\) |
F1 score | \(\:\frac{2\times\:\:Precision\:\times\:\:Sensitivity}{Precision\:+\:Sensitivity}\) |
MCC | \(\:\:\frac{TP\:\times\:\:TN\:-\:FP\:\times\:\:FN}{\sqrt{(TP\:+\:FP)\times\:(TP\:+\:FN)\times\:(TN\:+\:FP)\times\:(TN+FN)}}\) |
