Improving the Accuracy for Analyzing Heart Diseases Prediction Based on the Ensemble Method

Table 10

Comparison of the results of proposed model with various other state-of-the-art algorithms [18, 20, 24, 36, 38].

Compared algorithms	Accuracy (%)
KNN and NB [36]	89.5
Boosting [37]	85.2
XGBoost and LR [18]	85.68
ANFSI and ANN [20]	87.04
Ensemble learning (gradient boosted) [24]	84
Bagging ensemble learning method with decision tree	98.6