TABLE VII. comparison of T-Statistic of Proposed Model With Standard ML-Based Models.
| Dataset | LGM vs SVM | LGM vs RF | LGM vs KNN |
|---|---|---|---|
| Breathing Deep (D-1) | 2.95 | 0 | 1.90 |
| Breathing Shallow (D-1) | 4.01 | 0.96 | 4.02 |
| Cough Heavy (D-1) | 3.88 | 0.14 | 1.52 |
| Cough Shallow (D-1) | 3.50 | 0.21 | 1.64 |
| Vowel-/a/(D-1) | 6.09 | 0.31 | 2.71 |
| Vowel-/e/(D-1) | 6.02 | 0.36 | 2.50 |
| Vowel-/o/(D-1) | 1.52 | -0.14 | 2.46 |
| Counting Normal (D-1) | 1.84 | 0 | 3.50 |
| Counting Fast (D-1) | 1.51 | 0.19 | 3.17 |
| Cough (D-2) | 1.11 | 0 | 0.25 |
| Breathing (D-2) | 1.69 | 0.36 | 1.63 |
| Cough (D-3) | 0.09 | 0.35 | 2.27 |
| Sentence (D-4) | 0.17 | 0 | 4.46 |
| Cough (D-5) | 1.38 | 0 | 8.35 |