Table 1 List of Abbreviations.
From: Predicting cardiovascular risk with hybrid ensemble learning and explainable AI
Abbreviation | Meaning |
|---|---|
CVD | Cardiovascular disease |
AI | Artificial intelligence |
XAI | Explainable artificial intelligence |
SHAP | SHapley additive exPlanations |
PCA | Principal component analysis |
t-SNE | t-distributed stochastic neighbor embedding |
SMOTE | Synthetic minority over-sampling technique |
AUC-ROC | Area under the receiver operating characteristic curve |
SVM | Support vector machine |
XGBoost | Extreme gradient boosting |
LightGBM | Light gradient boosting machine |
CatBoost | Categorical boosting |
BMI | Body mass index |
ROC | Receiver operating characteristic |
TP | True positive |
TN | True negative |
FP | False positive |
FN | False negative |
