Table 6.
A comparison of the proposed system’s accuracy with the existing results.
| Sr. No. | Used Data Set | Models | |||
|---|---|---|---|---|---|
| RF | AB | DT | KNN | ||
| 1 | CHSLB datasets (1025) (Present study) | 99.03% | 96.10% | 100% | 100% |
| Cleveland dataset (303) (Present study) | 93.478% | 91.30% | 71.739% | 97.826% | |
| 2 | Five-fold in the statlog dataset | 90.46% [2] | - | 96.42% [2] | 96.42% [2] |
| 3. | Cleveland dataset (303) | 75.55% [65] | 90.16% [66] | ||
| 4. | Cleveland dataset (303) | 80% [67] | |||
| 5. | Armed forces institute of cardiology | 68.6% [68] | 86.6% [68] | ||
| 6. | CHSLB datasets (920) | 80.89% [69] | |||
| 7. | Kita Hospital Jakarta (450) | 46% [70] | |||
| 8. | Cleveland dataset (303) | 54.13% [71] | |||
| 9. | Cleveland dataset (303) | 91.6% [72] | |||
| 10 | People’s Hospital dataset | 97% [72] | |||
| 11 | Northern Lebanon | 97.7% [73] | |||
| 12 | Cleveland dataset (303) | 84% [74] | - | 79% [74] | 87% [74] |