| Notations | Description |
|---|---|
| ML | Machine Learning |
| UCI | University of California, Irvine |
| EDA | Exploratory Data Analysis |
| CVDs | CardioVascular Diseases |
| kNN | k-Nearest Neighbors |
| LR | Logistics Regression |
| RF | Random Forest |
| DT | Decision Tree |
| NB | Naïve Bayes |
| XGB | XGBoost |
| NN | Neural Network |
| ANN | Artificial Neural Network |
| SVM | Support Vector Machine |
| EVF | Evimp functions |
| CART | Classification and Regression |
| MARS | Multivariate Adaptive Regression Splines |
| FBS | Fasting Blood Sugar |
| Resting ECG | Resting ElectroCardioGraphic |
| PEM | Proposed Ensemble Model |