TABLE VI.
A Comparison of classification methods employed for the AHE prediction problem. Sequential patterns report comparable accuracies against existing methods
| Method | Event I | Event II |
|---|---|---|
| GRNN | 10/10 | 37/40 |
| 5-min average of diastolic ABP | 10/10 | 37/40 |
| MAP averaging Rule | 10/10 | 36/40 |
| 5-min average of ABP | 10/10 | 36/40 |
| Linear Regression | 10/10 | 36/40 |
| Median of MAP | 10/10 | 34/40 |
| NN with feature selection | 9/10 | 32/40 |
| SVM | 10/10 | 30/40 |
| RPS-NN | 2/10 | 25/40 |
| Sequential Contrast Patterns | 10/10 | 36/40 |