Table 5 Analysis of evaluation metrics.

From: A multi-factor data mining and transformer-based predictive modeling approach for career success using educational and behavioral traits

Metrics

Equation

Accuracy

\(\:\frac{TP+TN}{TP+TN+FP+FN}\)

Precision

\(\:\frac{TP}{TP+FP}\)

Recall

\(\:\frac{TP}{TP+FN}\)

F1-score

\(\:\frac{2\left(Precision\text{*}Recall\right)}{Precision+Recall}\)