Table 4 Metrics by selected works
Work | Metrics |
|---|---|
Valter et al. [29] | Accuracy, AUC ROC |
Hajipour et al. [32] | Accuracy, Precision, Specificity, Sensibility, F1-score, AUC ROC |
Saravanou et al. [30] | Precision, Sensibility, AUC ROC |
Baker et al. [20] | Accuracy, Specificity, Sensibility, AUC ROC, AUPRC |
Cerqueira et al. [21] | Accuracy, Specificity, Sensibility, AUC ROC |
Shukla et al. [10] | AUC ROC |
Malacova et al. [14] | Accuracy, Precision, Specificity, Sensibility, AUC ROC |
Sheikhtaheri et al. [22] | Accuracy, Precision, Specificity, Sensibility, F1-score, AUC ROC |
Podda et al. [25] | AUC ROC |
Batista et al. [31] | Precision, Specificity, Sensibility, F1-score, AUC ROC, AUPRC |
Jaskari et al. [26] | Accuracy, Precision, Specificity, Sensibility, F1-score, AUC ROC |
Mboya et al. [12] | Accuracy, Specificity,Sensibility, AUC ROC, PPV, NPV, p-value |
AlShwaish et al. [33] | Accuracy, Precision, Sensibility, F1-score, AUC ROC |
Sun et al. [23] | F1-score, AUC ROC, AUPRC, PPV, NPV |
Koivu et al. [15] | AUC ROC, TPR at 10% FPR |
Lee et al. [27] | Accuracy, Specificity, Sensibility, AUC ROC |
Cooper et al. [28] | AUC ROC, MSE |
Hsu et al. [24] | Accuracy, F1-score, AUC ROC |