Research Article
Comparison of SVM and ANFIS for Snore Related Sounds Classification by Using the Largest Lyapunov Exponent
and Entropy
Table 2
The details of training and test data sets in Experiment I.
| Subject no. | Training | Test | 12 subjects (first half interval) | 12 subjects (rest interval) | Snore | Breathing | Silent | Snore | Breathing | Silent |
| 1 | 25 | 23 | 16 | 25 | 23 | 15 | 2 | 15 | 15 | 15 | 15 | 15 | 15 | 3 | 15 | 15 | 15 | 15 | 15 | 15 | 4 | 15 | 15 | 15 | 15 | 15 | 15 | 5 | 25 | 25 | 8 | 25 | 25 | 8 | 6 | 39 | 25 | 11 | 39 | 25 | 10 | 7 | 25 | 15 | 25 | 25 | 15 | 25 | 8 | 25 | 25 | 25 | 25 | 25 | 25 | 9 | 25 | 15 | 25 | 25 | 15 | 25 | 10 | 25 | 25 | 10 | 25 | 25 | 10 | 11 | 0 | 10 | 7 | 0 | 10 | 6 | 12 | 25 | 25 | 8 | 25 | 25 | 7 |
| Total | 259 | 233 | 180 | 259 | 233 | 176 |
| Total | 672 | 668 |
|
|