Prediction of Cardiovascular Disease on Self-Augmented Datasets of Heart Patients Using Multiple Machine Learning Models

Figure 16

Confusion matrix of each ensemble learning model.

(a) Random forests

(b) Gradient boosting

(c) AdaBoost model

(d) Bagging trees

(e) Extra trees

(f) Decision trees