Table 19 Comparison of the proposed system outcome with previous researches for Hungarian dataset
From: A hybrid cost-sensitive ensemble for heart disease prediction
Author | Method | Recall (%) | Specificity (%) |
|---|---|---|---|
Present study | Ensemble classifier | 82.39 | 92.02 |
Shah et al. [64] | PPCA + SVM | 80.43 | 88.42 |
Arabasadi et al. [66] | Hybrid neural network-genetic algorithm | 85 | 88 |
Mokeddem and Ahmed [47] | Fuzzy classification model | 82.98 | 90.57 |
Mokeddem and Atmani [68] | Decision Tree + Fuzzy Inference System | 90.42 | 79.24 |