Skip to main content
. 2025 Feb 26;15(5):562. doi: 10.3390/diagnostics15050562
MLP Multi-Layer Perceptron
LDA Linear Discriminant Analysis
SVM Support Vector Machine
GNB Gaussian Naive Bayes
LGBM Light Gradient Boosting Machine
KNN K-Nearest Neighbors
AUC Area Under the Curve
ROC Receiver Operating Characteristic
RMSE Root Mean Square Error
PCR Polymerase Chain Reaction
LMICs Low- and Middle-Income Countries
DT Decision Tree
GBoost Gradient Boosting
XGBoost Extreme Gradient Boosting
LogReg Logistic Regression
DNN Deep Neural Networks
FN False Negative
FP False Positive
TP True Positive
P Precision
Re Recall
TN True Negative
F1 F1-Score
Kb Kilobyte
MB Megabyte
LIME Local Interpretable Model Agnostic Explanation
SHAP SHapley Additive exPlanations