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Classification results of feature selection and parameter tuning on the TORGO database. We report both weighted and unweighted average recalls in % because of unequal proportions of the two classes in this dataset. ‘All’ is feature-level fusion with all subsystems’ features. All accuracies in %
| LDA | SVM | |||
|---|---|---|---|---|
| Unweighted | Weighted | Unweighted | Weighted | |
| Prosody | 82.1 | 80.3 | 53.6 | 51.3 |
| Pronunciation | 94.1 | 93.4 | 83.8 | 82.7 |
| Voice quality | 71.9 | 69.0 | 68.4 | 73.4 |
| All | 93.4 | 92.9 | 53.6 | 51.3 |
