Research Article
Cry-Based Classification of Healthy and Sick Infants Using Adapted Boosting Mixture Learning Method for Gaussian Mixture Models
Table 2
Obtained accuracy rate for multipathology classification task (%).
| Frame duration method | 20 msec | 25 msec | 30 msec | EM based | ABML | EM based | ABML | EM based | ABML |
| 1 | 100 | 100 | 100 | 100 | 100 | 100 | 2 | 100 | 100 | 100 | 100 | 100 | 100 | 3 | 100 | 100 | 0 | 50 | 0 | 50 | 4 | 75 | 100 | 75 | 100 | 75 | 50 | 5 | 100 | 88.9 | 100 | 100 | 100 | 100 | 6 | 100 | 100 | 100 | 100 | 100 | 100 | 7 | 80 | 60 | 40 | 60 | 20 | 40 | 8 | 100 | 100 | 100 | 100 | 100 | 100 | 9 | 0 | 0 | 0 | 0 | 0 | 0 |
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