Table 4 Equations of evaluation measures.
From: Using deep learning and word embeddings for predicting human agreeableness behavior
Sr# | Metrics | Formula |
|---|---|---|
1 | Accuracy | \(\frac{TP+TN}{TF+FN+FP+TP}\) |
2 | Precision | \(\frac{TP}{TP+FP}\) |
3 | Recall | \(\frac{TP}{TP+FN}\) |
4 | F1-score | \(\frac{2(Precision*Recall)}{Precision+Recall}\) |
5 | AUC-ROC | \({\sum }_{i=1}^{n-1}\frac{\left({FP}_{i }- {FP}_{i-1}\right). \left({TP}_{i }+ {TP}_{i-1}\right)}{2}\) |
